2025-12-04T08:52:13.7341809Z Current runner version: '2.330.0' 2025-12-04T08:52:13.7347661Z Runner name: 'i-0e6f3504984bc593a' 2025-12-04T08:52:13.7348562Z Runner group name: 'Default' 2025-12-04T08:52:13.7349591Z Machine name: 'ip-10-0-33-36' 2025-12-04T08:52:13.7352197Z ##[group]GITHUB_TOKEN Permissions 2025-12-04T08:52:13.7354145Z Contents: read 2025-12-04T08:52:13.7354871Z Metadata: read 2025-12-04T08:52:13.7355310Z ##[endgroup] 2025-12-04T08:52:13.7357304Z Secret source: Actions 2025-12-04T08:52:13.7358071Z Prepare workflow directory 2025-12-04T08:52:13.7827250Z Prepare all required actions 2025-12-04T08:52:13.7860254Z Getting action download info 2025-12-04T08:52:14.1169487Z Download action repository 'pytorch/test-infra@main' (SHA:39aa74d619174326f4e2fb0e216151c2f29d9ffd) 2025-12-04T08:52:16.8868043Z Download action repository 'pytorch/pytorch@main' (SHA:ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32) 2025-12-04T08:52:33.3229558Z Download action repository 'actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065' (SHA:a26af69be951a213d495a4c3e4e4022e16d87065) 2025-12-04T08:52:33.7628531Z Download action repository 'aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722' (SHA:ececac1a45f3b08a01d2dd070d28d111c5fe6722) 2025-12-04T08:52:34.0255686Z Download action repository 'aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076' (SHA:062b18b96a7aff071d4dc91bc00c4c1a7945b076) 2025-12-04T08:52:34.2208506Z Download action repository 'seemethere/download-artifact-s3@1da556a7aa0a088e3153970611f6c432d58e80e6' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-12-04T08:52:34.4728431Z Download action repository 'seemethere/upload-artifact-s3@baba72d0712b404f646cebe0730933554ebce96a' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-12-04T08:52:34.7573249Z Getting action download info 2025-12-04T08:52:34.9136672Z Download action repository 'actions/checkout@v4' (SHA:34e114876b0b11c390a56381ad16ebd13914f8d5) 2025-12-04T08:52:35.2108333Z Getting action download info 2025-12-04T08:52:35.3271773Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-12-04T08:52:35.5285739Z Getting action download info 2025-12-04T08:52:35.6959336Z Download action repository 'nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482' (SHA:3e91a01664abd3c5cd539100d10d33b9c5b68482) 2025-12-04T08:52:35.8790113Z Getting action download info 2025-12-04T08:52:36.0397920Z Uses: pytorch/pytorch/.github/workflows/_linux-test.yml@refs/heads/main (ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32) 2025-12-04T08:52:36.0401824Z ##[group] Inputs 2025-12-04T08:52:36.0402118Z build-environment: linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T08:52:36.0409326Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}]} 2025-12-04T08:52:36.0416792Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:52:36.0417390Z sync-tag: 2025-12-04T08:52:36.0418324Z timeout-minutes: 360 2025-12-04T08:52:36.0418646Z use-gha: 2025-12-04T08:52:36.0418862Z dashboard-tag: 2025-12-04T08:52:36.0419229Z s3-bucket: gha-artifacts 2025-12-04T08:52:36.0419540Z aws-role-to-assume: 2025-12-04T08:52:36.0420119Z disable-monitor: false 2025-12-04T08:52:36.0420511Z monitor-log-interval: 5 2025-12-04T08:52:36.0420838Z monitor-data-collect-interval: 1 2025-12-04T08:52:36.0421136Z ##[endgroup] 2025-12-04T08:52:36.0421700Z Complete job name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T08:52:36.0963454Z A job started hook has been configured by the self-hosted runner administrator 2025-12-04T08:52:36.1054485Z ##[group]Run '/home/ec2-user/runner-scripts/before_job.sh' 2025-12-04T08:52:36.1064778Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:52:36.1065357Z ##[endgroup] 2025-12-04T08:52:37.3122215Z Runner Type: lf.linux.g6.4xlarge.experimental.nvidia.gpu 2025-12-04T08:52:37.3122731Z Instance Type: g6.4xlarge 2025-12-04T08:52:37.3122953Z AMI Name: unknown 2025-12-04T08:52:37.3157884Z AMI ID: ami-08982f1c5bf93d976 2025-12-04T08:52:42.0222194Z ##[group]Run pytorch/test-infra/.github/actions/setup-ssh@main 2025-12-04T08:52:42.0222551Z with: 2025-12-04T08:52:42.0223040Z github-secret: *** 2025-12-04T08:52:42.0223569Z instructions: All testing is done inside the container, to start an interactive session run: docker exec -it $(docker container ps --format '{{.ID}}') bash 2025-12-04T08:52:42.0224109Z activate-with-label: false 2025-12-04T08:52:42.0224315Z label: with-ssh 2025-12-04T08:52:42.0224486Z remove-existing-keys: true 2025-12-04T08:52:42.0224686Z fail-silently: true 2025-12-04T08:52:42.0224860Z env: 2025-12-04T08:52:42.0225010Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:52:42.0225207Z ##[endgroup] 2025-12-04T08:52:42.1271309Z Please see https://github.com/pytorch/pytorch/wiki/Debugging-using-with-ssh-for-Github-Actions for more info. 2025-12-04T08:52:42.1272564Z Not on pull request and ciflow reference could not be extracted, skipping adding ssh keys 2025-12-04T08:52:42.1402910Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-12-04T08:52:42.1403434Z with: 2025-12-04T08:52:42.1403597Z no-sudo: true 2025-12-04T08:52:42.1403774Z submodules: recursive 2025-12-04T08:52:42.1403986Z fetch-depth: 0 2025-12-04T08:52:42.1404275Z env: 2025-12-04T08:52:42.1404479Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:52:42.1404665Z ##[endgroup] 2025-12-04T08:52:42.1468314Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:52:42.1469034Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:52:42.1479281Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:52:42.1479571Z env: 2025-12-04T08:52:42.1479750Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:52:42.1479980Z ##[endgroup] 2025-12-04T08:52:42.1555786Z ##[group]Run # Use all available CPUs for fetching 2025-12-04T08:52:42.1556124Z # Use all available CPUs for fetching 2025-12-04T08:52:42.1556387Z cd "${GITHUB_WORKSPACE}" 2025-12-04T08:52:42.1556622Z git config --global fetch.parallel 0 2025-12-04T08:52:42.1556897Z git config --global submodule.fetchJobs 0 2025-12-04T08:52:42.1557138Z  2025-12-04T08:52:42.1557468Z # Clean workspace. The default checkout action should also do this, but 2025-12-04T08:52:42.1557838Z # do it here as well just in case 2025-12-04T08:52:42.1558080Z if [[ -d .git ]]; then 2025-12-04T08:52:42.1558295Z  if [ -z "${NO_SUDO}" ]; then 2025-12-04T08:52:42.1558513Z  sudo git clean -ffdx 2025-12-04T08:52:42.1558714Z  else 2025-12-04T08:52:42.1558884Z  git clean -ffdx 2025-12-04T08:52:42.1559077Z  fi 2025-12-04T08:52:42.1559236Z fi 2025-12-04T08:52:42.1566178Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:52:42.1566452Z env: 2025-12-04T08:52:42.1566627Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:52:42.1566826Z NO_SUDO: true 2025-12-04T08:52:42.1566983Z ##[endgroup] 2025-12-04T08:52:42.1704667Z ##[group]Run actions/checkout@v4 2025-12-04T08:52:42.1704891Z with: 2025-12-04T08:52:42.1705084Z ref: ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T08:52:42.1705335Z fetch-depth: 0 2025-12-04T08:52:42.1705504Z submodules: recursive 2025-12-04T08:52:42.1705698Z show-progress: false 2025-12-04T08:52:42.1705898Z repository: pytorch/pytorch 2025-12-04T08:52:42.1706242Z token: *** 2025-12-04T08:52:42.1706403Z ssh-strict: true 2025-12-04T08:52:42.1706573Z ssh-user: git 2025-12-04T08:52:42.1706748Z persist-credentials: true 2025-12-04T08:52:42.1706935Z clean: true 2025-12-04T08:52:42.1707112Z sparse-checkout-cone-mode: true 2025-12-04T08:52:42.1707321Z fetch-tags: false 2025-12-04T08:52:42.1707476Z lfs: false 2025-12-04T08:52:42.1707639Z set-safe-directory: true 2025-12-04T08:52:42.1707843Z env: 2025-12-04T08:52:42.1708001Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:52:42.1708190Z ##[endgroup] 2025-12-04T08:52:42.2729860Z Syncing repository: pytorch/pytorch 2025-12-04T08:52:42.2730974Z ##[group]Getting Git version info 2025-12-04T08:52:42.2731341Z Working directory is '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2025-12-04T08:52:42.2731837Z [command]/usr/bin/git version 2025-12-04T08:52:42.2732049Z git version 2.50.1 2025-12-04T08:52:42.2748565Z ##[endgroup] 2025-12-04T08:52:42.2757776Z Copying '/home/ec2-user/.gitconfig' to '/home/ec2-user/actions-runner/_work/_temp/a3c0261d-0320-4ff4-b3b5-c9ffef9d14f5/.gitconfig' 2025-12-04T08:52:42.2776763Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/a3c0261d-0320-4ff4-b3b5-c9ffef9d14f5' before making global git config changes 2025-12-04T08:52:42.2777665Z Adding repository directory to the temporary git global config as a safe directory 2025-12-04T08:52:42.2781620Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-12-04T08:52:42.2821115Z Deleting the contents of '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2025-12-04T08:52:42.2824251Z ##[group]Initializing the repository 2025-12-04T08:52:42.2827773Z [command]/usr/bin/git init /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-12-04T08:52:42.2865004Z hint: Using 'master' as the name for the initial branch. This default branch name 2025-12-04T08:52:42.2865547Z hint: is subject to change. To configure the initial branch name to use in all 2025-12-04T08:52:42.2866054Z hint: of your new repositories, which will suppress this warning, call: 2025-12-04T08:52:42.2866424Z hint: 2025-12-04T08:52:42.2866690Z hint: git config --global init.defaultBranch 2025-12-04T08:52:42.2867034Z hint: 2025-12-04T08:52:42.2867334Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and 2025-12-04T08:52:42.2867854Z hint: 'development'. The just-created branch can be renamed via this command: 2025-12-04T08:52:42.2868222Z hint: 2025-12-04T08:52:42.2868389Z hint: git branch -m 2025-12-04T08:52:42.2868575Z hint: 2025-12-04T08:52:42.2868842Z hint: Disable this message with "git config set advice.defaultBranchName false" 2025-12-04T08:52:42.2869339Z Initialized empty Git repository in /home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/ 2025-12-04T08:52:42.2875221Z [command]/usr/bin/git remote add origin https://github.com/pytorch/pytorch 2025-12-04T08:52:42.2905029Z ##[endgroup] 2025-12-04T08:52:42.2905443Z ##[group]Disabling automatic garbage collection 2025-12-04T08:52:42.2909034Z [command]/usr/bin/git config --local gc.auto 0 2025-12-04T08:52:42.2936907Z ##[endgroup] 2025-12-04T08:52:42.2942940Z ##[group]Setting up auth 2025-12-04T08:52:42.2943289Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-12-04T08:52:42.2974076Z [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' || :" 2025-12-04T08:52:42.3302840Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-12-04T08:52:42.3330695Z [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' || :" 2025-12-04T08:52:42.3647690Z [command]/usr/bin/git config --local --name-only --get-regexp ^includeIf\.gitdir: 2025-12-04T08:52:42.3676299Z [command]/usr/bin/git submodule foreach --recursive git config --local --show-origin --name-only --get-regexp remote.origin.url 2025-12-04T08:52:42.3985019Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-12-04T08:52:42.4038436Z ##[endgroup] 2025-12-04T08:52:42.4038855Z ##[group]Fetching the repository 2025-12-04T08:52:42.4045862Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2025-12-04T08:53:30.9053919Z From https://github.com/pytorch/pytorch 2025-12-04T08:53:30.9054460Z * [new branch] 2.6.0.dev20241004+ -> origin/2.6.0.dev20241004+ 2025-12-04T08:53:30.9055091Z * [new branch] 2.9.1 -> origin/2.9.1 2025-12-04T08:53:30.9055620Z * [new branch] AaronWang04_addmmfusion_perftest -> origin/AaronWang04_addmmfusion_perftest 2025-12-04T08:53:30.9056292Z * [new branch] Flamefire-patch-1 -> origin/Flamefire-patch-1 2025-12-04T08:53:30.9057139Z * [new branch] HDCharles-2.6.0-release-notes -> origin/HDCharles-2.6.0-release-notes 2025-12-04T08:53:30.9058738Z * [new branch] HOPrintFunc -> origin/HOPrintFunc 2025-12-04T08:53:30.9061735Z * [new branch] IvanKobzarev/stack/1 -> origin/IvanKobzarev/stack/1 2025-12-04T08:53:30.9064781Z * [new branch] NicoshevSVE128 -> origin/NicoshevSVE128 2025-12-04T08:53:30.9066086Z * [new branch] PR-AOTInductorNoneBug -> origin/PR-AOTInductorNoneBug 2025-12-04T08:53:30.9068014Z * [new branch] PR-AOTInductorNoneBugFix -> origin/PR-AOTInductorNoneBugFix 2025-12-04T08:53:30.9069734Z * [new branch] PR-FixConfigsIssue -> origin/PR-FixConfigsIssue 2025-12-04T08:53:30.9071330Z * [new branch] PR-NoneBugFix-viable -> origin/PR-NoneBugFix-viable 2025-12-04T08:53:30.9073229Z * [new branch] PR-ResetToZero -> origin/PR-ResetToZero 2025-12-04T08:53:30.9075068Z * [new branch] Update-Flash-Packaging -> origin/Update-Flash-Packaging 2025-12-04T08:53:30.9076730Z * [new branch] VLA_exp -> origin/VLA_exp 2025-12-04T08:53:30.9078725Z * [new branch] activation_bench -> origin/activation_bench 2025-12-04T08:53:30.9080456Z * [new branch] addmm-heuristic -> origin/addmm-heuristic 2025-12-04T08:53:30.9082644Z * [new branch] adi/onednn_aarch64 -> origin/adi/onednn_aarch64 2025-12-04T08:53:30.9084364Z * [new branch] adi/test -> origin/adi/test 2025-12-04T08:53:30.9085939Z * [new branch] adi/test_bgemm -> origin/adi/test_bgemm 2025-12-04T08:53:30.9087577Z * [new branch] adi/test_m8g -> origin/adi/test_m8g 2025-12-04T08:53:30.9089256Z * [new branch] adi/test_onednn -> origin/adi/test_onednn 2025-12-04T08:53:30.9090862Z * [new branch] adi/test_onednn_v3.9 -> origin/adi/test_onednn_v3.9 2025-12-04T08:53:30.9092511Z * [new branch] adi/test_presve_change -> origin/adi/test_presve_change 2025-12-04T08:53:30.9093975Z * [new branch] adi/test_timm -> origin/adi/test_timm 2025-12-04T08:53:30.9095958Z * [new branch] adi/testpresve_change -> origin/adi/testpresve_change 2025-12-04T08:53:30.9098836Z * [new branch] aditew01/test/vec_bf16 -> origin/aditew01/test/vec_bf16 2025-12-04T08:53:30.9101286Z * [new branch] ah-globalfeedback-hook -> origin/ah-globalfeedback-hook 2025-12-04T08:53:30.9103204Z * [new branch] albanD-patch-1 -> origin/albanD-patch-1 2025-12-04T08:53:30.9104544Z * [new branch] also-surround-shimh -> origin/also-surround-shimh 2025-12-04T08:53:30.9107048Z * [new branch] angelayi/aot_compile -> origin/angelayi/aot_compile 2025-12-04T08:53:30.9108616Z * [new branch] angelayi/aoti_additional_files -> origin/angelayi/aoti_additional_files 2025-12-04T08:53:30.9110203Z * [new branch] angelayi/benchmark -> origin/angelayi/benchmark 2025-12-04T08:53:30.9111877Z * [new branch] angelayi/change_pytree_serialization -> origin/angelayi/change_pytree_serialization 2025-12-04T08:53:30.9113433Z * [new branch] angelayi/cpp_loader -> origin/angelayi/cpp_loader 2025-12-04T08:53:30.9115227Z * [new branch] angelayi/inductor_const -> origin/angelayi/inductor_const 2025-12-04T08:53:30.9116475Z * [new branch] angelayi/lstm -> origin/angelayi/lstm 2025-12-04T08:53:30.9118750Z * [new branch] angelayi/no_so_weight -> origin/angelayi/no_so_weight 2025-12-04T08:53:30.9120735Z * [new branch] angelayi/scan_layers -> origin/angelayi/scan_layers 2025-12-04T08:53:30.9122449Z * [new branch] angelayi/side_eff -> 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zhxchen17/export/disable_side_effect_warn -> origin/zhxchen17/export/disable_side_effect_warn 2025-12-04T08:53:31.7705176Z * [new branch] zhxchen17/export/pytree_check -> origin/zhxchen17/export/pytree_check 2025-12-04T08:53:31.7718605Z * [new branch] zhxchen17/precompile/aoti -> origin/zhxchen17/precompile/aoti 2025-12-04T08:53:31.7719730Z * [new branch] zhxchen17/precompile/globals -> origin/zhxchen17/precompile/globals 2025-12-04T08:53:31.7720430Z * [new branch] zhxchen17/precompile/inductor_guards -> origin/zhxchen17/precompile/inductor_guards 2025-12-04T08:53:31.7721574Z * [new branch] zhxchen17/scratch/0 -> origin/zhxchen17/scratch/0 2025-12-04T08:53:31.7722495Z * [new branch] zhxchen17/torch_export_api_update -> origin/zhxchen17/torch_export_api_update 2025-12-04T08:53:31.7723097Z * [new branch] zhxhcen17/moodycamel -> origin/zhxhcen17/moodycamel 2025-12-04T08:53:31.7723621Z * [new branch] zxiiro/build-times -> origin/zxiiro/build-times 2025-12-04T08:53:31.7724006Z * [new branch] zxiiro/c7i.2xlarge -> origin/zxiiro/c7i.2xlarge 2025-12-04T08:53:31.7724394Z * [new branch] zxiiro/c7i.2xlarge.h100 -> origin/zxiiro/c7i.2xlarge.h100 2025-12-04T08:53:31.7724766Z * [new branch] zxiiro/main -> origin/zxiiro/main 2025-12-04T08:53:31.7725136Z * [new branch] zxiiro/risc64 -> origin/zxiiro/risc64 2025-12-04T08:53:31.7726947Z * [new branch] zxiiro/test-multicloud-arc -> origin/zxiiro/test-multicloud-arc 2025-12-04T08:53:31.7728205Z * [new tag] bc2caa7fdf006894eff7af936babde69ab5a40f8-huydhn-debug -> bc2caa7fdf006894eff7af936babde69ab5a40f8-huydhn-debug 2025-12-04T08:53:31.7729599Z * [new tag] ci/binaries/77164 -> ci/binaries/77164 2025-12-04T08:53:31.7731071Z * [new tag] ciflow/b200/115316 -> ciflow/b200/115316 2025-12-04T08:53:31.7731985Z * [new tag] ciflow/b200/160685 -> ciflow/b200/160685 2025-12-04T08:53:31.7733311Z * [new tag] ciflow/b200/161607 -> ciflow/b200/161607 2025-12-04T08:53:31.7734193Z * [new tag] ciflow/b200/161938 -> ciflow/b200/161938 2025-12-04T08:53:31.7735505Z * [new tag] ciflow/b200/167207 -> ciflow/b200/167207 2025-12-04T08:53:31.7736405Z * [new tag] ciflow/b200/167989 -> ciflow/b200/167989 2025-12-04T08:53:31.7737721Z * [new tag] ciflow/b200/168096 -> ciflow/b200/168096 2025-12-04T08:53:31.7738736Z * [new tag] ciflow/b200/168175 -> ciflow/b200/168175 2025-12-04T08:53:31.7739750Z * [new tag] ciflow/b200/168195 -> ciflow/b200/168195 2025-12-04T08:53:31.7741243Z * [new tag] ciflow/b200/169200 -> ciflow/b200/169200 2025-12-04T08:53:31.7742137Z * [new tag] ciflow/b200/169216 -> ciflow/b200/169216 2025-12-04T08:53:31.7743887Z * [new tag] ciflow/b200/169380 -> ciflow/b200/169380 2025-12-04T08:53:31.7745398Z * [new tag] ciflow/b200/169412 -> ciflow/b200/169412 2025-12-04T08:53:31.7746710Z * [new tag] ciflow/b200/169470 -> ciflow/b200/169470 2025-12-04T08:53:31.7747849Z * [new tag] ciflow/b200/169471 -> ciflow/b200/169471 2025-12-04T08:53:31.7749060Z * [new tag] ciflow/b200/169472 -> ciflow/b200/169472 2025-12-04T08:53:31.7750370Z * [new tag] ciflow/b200/169514 -> ciflow/b200/169514 2025-12-04T08:53:31.7751339Z * [new tag] ciflow/b200/169517 -> ciflow/b200/169517 2025-12-04T08:53:31.7752916Z * [new tag] ciflow/binaries/165922 -> ciflow/binaries/165922 2025-12-04T08:53:31.7753832Z * [new tag] ciflow/binaries/169510 -> ciflow/binaries/169510 2025-12-04T08:53:31.7755363Z * [new tag] ciflow/binaries_wheel/157994 -> ciflow/binaries_wheel/157994 2025-12-04T08:53:31.7756380Z * [new tag] ciflow/binaries_wheel/166829 -> ciflow/binaries_wheel/166829 2025-12-04T08:53:31.7757449Z * [new tag] ciflow/binaries_wheel/167972 -> ciflow/binaries_wheel/167972 2025-12-04T08:53:31.7758695Z * [new tag] ciflow/binaries_wheel/167981 -> ciflow/binaries_wheel/167981 2025-12-04T08:53:31.7759991Z * [new tag] ciflow/dynamo/167695 -> ciflow/dynamo/167695 2025-12-04T08:53:31.7760953Z * [new tag] ciflow/dynamo/168096 -> ciflow/dynamo/168096 2025-12-04T08:53:31.7762431Z * [new tag] ciflow/h100-cutlass-backend/161938 -> ciflow/h100-cutlass-backend/161938 2025-12-04T08:53:31.7763341Z * [new tag] ciflow/h100-cutlass-backend/161940 -> ciflow/h100-cutlass-backend/161940 2025-12-04T08:53:31.7764824Z * [new tag] ciflow/h100-distributed/168923 -> ciflow/h100-distributed/168923 2025-12-04T08:53:31.7765900Z * [new tag] ciflow/h100-symm-mem/167552 -> ciflow/h100-symm-mem/167552 2025-12-04T08:53:31.7766924Z * [new tag] ciflow/h100-symm-mem/168129 -> ciflow/h100-symm-mem/168129 2025-12-04T08:53:31.7767979Z * [new tag] ciflow/h100-symm-mem/168917 -> ciflow/h100-symm-mem/168917 2025-12-04T08:53:31.7769457Z * [new tag] ciflow/h100-symm-mem/169156 -> ciflow/h100-symm-mem/169156 2025-12-04T08:53:31.7770380Z * [new tag] ciflow/h100-symm-mem/169200 -> ciflow/h100-symm-mem/169200 2025-12-04T08:53:31.7771418Z * [new tag] ciflow/h100-symm-mem/169216 -> ciflow/h100-symm-mem/169216 2025-12-04T08:53:31.7772440Z * [new tag] ciflow/h100-symm-mem/169338 -> ciflow/h100-symm-mem/169338 2025-12-04T08:53:31.7773757Z * [new tag] ciflow/h100-symm-mem/169355 -> ciflow/h100-symm-mem/169355 2025-12-04T08:53:31.7774645Z * [new tag] ciflow/h100-symm-mem/169543 -> ciflow/h100-symm-mem/169543 2025-12-04T08:53:31.7775990Z * [new tag] ciflow/h100/115316 -> ciflow/h100/115316 2025-12-04T08:53:31.7776883Z * [new tag] ciflow/h100/160685 -> ciflow/h100/160685 2025-12-04T08:53:31.7778152Z * [new tag] ciflow/h100/160729 -> ciflow/h100/160729 2025-12-04T08:53:31.7779101Z * [new tag] ciflow/h100/161607 -> ciflow/h100/161607 2025-12-04T08:53:31.7780192Z * [new tag] ciflow/h100/161938 -> ciflow/h100/161938 2025-12-04T08:53:31.7781170Z * [new tag] ciflow/h100/167207 -> ciflow/h100/167207 2025-12-04T08:53:31.7782297Z * [new tag] ciflow/h100/167989 -> ciflow/h100/167989 2025-12-04T08:53:31.7783461Z * [new tag] ciflow/h100/168096 -> ciflow/h100/168096 2025-12-04T08:53:31.7785201Z * [new tag] ciflow/h100/168175 -> ciflow/h100/168175 2025-12-04T08:53:31.7786071Z * [new tag] ciflow/h100/168195 -> ciflow/h100/168195 2025-12-04T08:53:31.7787210Z * [new tag] ciflow/h100/168980 -> ciflow/h100/168980 2025-12-04T08:53:31.7788629Z * [new tag] ciflow/h100/169200 -> ciflow/h100/169200 2025-12-04T08:53:31.7790077Z * [new tag] ciflow/h100/169216 -> ciflow/h100/169216 2025-12-04T08:53:31.7791368Z * [new tag] ciflow/h100/169380 -> ciflow/h100/169380 2025-12-04T08:53:31.7792367Z * [new tag] ciflow/h100/169412 -> ciflow/h100/169412 2025-12-04T08:53:31.7793617Z * [new tag] ciflow/h100/169470 -> ciflow/h100/169470 2025-12-04T08:53:31.7794610Z * [new tag] ciflow/h100/169471 -> ciflow/h100/169471 2025-12-04T08:53:31.7795866Z * [new tag] ciflow/h100/169472 -> ciflow/h100/169472 2025-12-04T08:53:31.7796870Z * [new tag] ciflow/h100/169514 -> ciflow/h100/169514 2025-12-04T08:53:31.7798299Z * [new tag] ciflow/inductor-cu126/168096 -> ciflow/inductor-cu126/168096 2025-12-04T08:53:31.7800156Z * [new tag] ciflow/inductor-micro-benchmark-cpu-x86/168096 -> ciflow/inductor-micro-benchmark-cpu-x86/168096 2025-12-04T08:53:31.7801194Z * [new tag] ciflow/inductor-micro-benchmark/166165 -> ciflow/inductor-micro-benchmark/166165 2025-12-04T08:53:31.7802234Z * [new tag] ciflow/inductor-micro-benchmark/168096 -> ciflow/inductor-micro-benchmark/168096 2025-12-04T08:53:31.7803803Z * [new tag] ciflow/inductor-perf-compare/168096 -> ciflow/inductor-perf-compare/168096 2025-12-04T08:53:31.7805384Z * [new tag] ciflow/inductor-perf-test-nightly-rocm-mi300/168073 -> ciflow/inductor-perf-test-nightly-rocm-mi300/168073 2025-12-04T08:53:31.7806299Z * [new tag] ciflow/inductor-perf-test-nightly-rocm-mi300/168096 -> ciflow/inductor-perf-test-nightly-rocm-mi300/168096 2025-12-04T08:53:31.7807417Z * [new tag] ciflow/inductor-perf-test-nightly-rocm-mi300/169024 -> ciflow/inductor-perf-test-nightly-rocm-mi300/169024 2025-12-04T08:53:31.7808744Z * [new tag] ciflow/inductor-perf-test-nightly-rocm-mi355/169024 -> ciflow/inductor-perf-test-nightly-rocm-mi355/169024 2025-12-04T08:53:31.7809994Z * [new tag] ciflow/inductor-perf-test-nightly/168096 -> ciflow/inductor-perf-test-nightly/168096 2025-12-04T08:53:31.7811231Z * [new tag] ciflow/inductor-periodic/168096 -> ciflow/inductor-periodic/168096 2025-12-04T08:53:31.7812248Z * [new tag] ciflow/inductor-periodic/169024 -> ciflow/inductor-periodic/169024 2025-12-04T08:53:31.7813612Z * [new tag] ciflow/inductor-periodic/169425 -> ciflow/inductor-periodic/169425 2025-12-04T08:53:31.7814974Z * [new tag] ciflow/inductor-rocm-mi200/165545 -> ciflow/inductor-rocm-mi200/165545 2025-12-04T08:53:31.7815926Z * [new tag] ciflow/inductor-rocm-mi200/165997 -> ciflow/inductor-rocm-mi200/165997 2025-12-04T08:53:31.7816981Z * [new tag] ciflow/inductor-rocm-mi200/168096 -> ciflow/inductor-rocm-mi200/168096 2025-12-04T08:53:31.7818348Z * [new tag] ciflow/inductor-rocm-mi200/169063 -> ciflow/inductor-rocm-mi200/169063 2025-12-04T08:53:31.7819268Z * [new tag] ciflow/inductor-rocm-mi200/169425 -> ciflow/inductor-rocm-mi200/169425 2025-12-04T08:53:31.7820690Z * [new tag] ciflow/inductor-rocm-mi300/165545 -> ciflow/inductor-rocm-mi300/165545 2025-12-04T08:53:31.7821592Z * [new tag] ciflow/inductor-rocm-mi300/168096 -> ciflow/inductor-rocm-mi300/168096 2025-12-04T08:53:31.7822855Z * [new tag] ciflow/inductor-rocm-mi300/169063 -> ciflow/inductor-rocm-mi300/169063 2025-12-04T08:53:31.7823778Z * [new tag] ciflow/inductor-rocm-mi300/169425 -> ciflow/inductor-rocm-mi300/169425 2025-12-04T08:53:31.7825306Z * [new tag] ciflow/inductor-rocm/162052 -> ciflow/inductor-rocm/162052 2025-12-04T08:53:31.7826198Z * [new tag] ciflow/inductor-rocm/168971 -> ciflow/inductor-rocm/168971 2025-12-04T08:53:31.7827656Z * [new tag] ciflow/inductor-windows/168096 -> ciflow/inductor-windows/168096 2025-12-04T08:53:31.7828751Z * [new tag] ciflow/inductor/144542 -> ciflow/inductor/144542 2025-12-04T08:53:31.7829822Z * [new tag] ciflow/inductor/146506 -> ciflow/inductor/146506 2025-12-04T08:53:31.7830989Z * [new tag] ciflow/inductor/147990 -> ciflow/inductor/147990 2025-12-04T08:53:31.7832146Z * [new tag] ciflow/inductor/148294 -> ciflow/inductor/148294 2025-12-04T08:53:31.7833112Z * [new tag] ciflow/inductor/148492 -> ciflow/inductor/148492 2025-12-04T08:53:31.7834139Z * [new tag] ciflow/inductor/157149 -> ciflow/inductor/157149 2025-12-04T08:53:31.7835160Z * [new tag] ciflow/inductor/157994 -> ciflow/inductor/157994 2025-12-04T08:53:31.7836322Z * [new tag] ciflow/inductor/160174 -> ciflow/inductor/160174 2025-12-04T08:53:31.7837266Z * [new tag] ciflow/inductor/160685 -> ciflow/inductor/160685 2025-12-04T08:53:31.7838554Z * [new tag] ciflow/inductor/160686 -> ciflow/inductor/160686 2025-12-04T08:53:31.7839418Z * [new tag] ciflow/inductor/160687 -> ciflow/inductor/160687 2025-12-04T08:53:31.7840923Z * [new tag] ciflow/inductor/160688 -> ciflow/inductor/160688 2025-12-04T08:53:31.7842348Z * [new tag] ciflow/inductor/160706 -> ciflow/inductor/160706 2025-12-04T08:53:31.7843669Z * [new tag] ciflow/inductor/160729 -> ciflow/inductor/160729 2025-12-04T08:53:31.7844721Z * [new tag] ciflow/inductor/161938 -> ciflow/inductor/161938 2025-12-04T08:53:31.7846005Z * [new tag] ciflow/inductor/161939 -> ciflow/inductor/161939 2025-12-04T08:53:31.7846989Z * [new tag] ciflow/inductor/161940 -> ciflow/inductor/161940 2025-12-04T08:53:31.7848249Z * [new tag] ciflow/inductor/162052 -> ciflow/inductor/162052 2025-12-04T08:53:31.7849213Z * [new tag] ciflow/inductor/162275 -> ciflow/inductor/162275 2025-12-04T08:53:31.7850387Z * [new tag] ciflow/inductor/162795 -> ciflow/inductor/162795 2025-12-04T08:53:31.7851725Z * [new tag] ciflow/inductor/163245 -> ciflow/inductor/163245 2025-12-04T08:53:31.7852695Z * [new tag] ciflow/inductor/163335 -> ciflow/inductor/163335 2025-12-04T08:53:31.7854378Z * [new tag] ciflow/inductor/163503 -> ciflow/inductor/163503 2025-12-04T08:53:31.7855329Z * [new tag] ciflow/inductor/163942 -> ciflow/inductor/163942 2025-12-04T08:53:31.7856717Z * [new tag] ciflow/inductor/165270 -> ciflow/inductor/165270 2025-12-04T08:53:31.7857691Z * [new tag] ciflow/inductor/165274 -> ciflow/inductor/165274 2025-12-04T08:53:31.7858971Z * [new tag] ciflow/inductor/165322 -> ciflow/inductor/165322 2025-12-04T08:53:31.7859939Z * [new tag] ciflow/inductor/165597 -> ciflow/inductor/165597 2025-12-04T08:53:31.7861201Z * [new tag] ciflow/inductor/166063 -> ciflow/inductor/166063 2025-12-04T08:53:31.7862207Z * [new tag] ciflow/inductor/166075 -> ciflow/inductor/166075 2025-12-04T08:53:31.7863609Z * [new tag] ciflow/inductor/166165 -> ciflow/inductor/166165 2025-12-04T08:53:31.7865002Z * [new tag] ciflow/inductor/166254 -> ciflow/inductor/166254 2025-12-04T08:53:31.7865925Z * [new tag] ciflow/inductor/166483 -> ciflow/inductor/166483 2025-12-04T08:53:31.7867028Z * [new tag] ciflow/inductor/166494 -> ciflow/inductor/166494 2025-12-04T08:53:31.7868347Z * [new tag] ciflow/inductor/166545 -> ciflow/inductor/166545 2025-12-04T08:53:31.7869267Z * [new tag] ciflow/inductor/166788 -> ciflow/inductor/166788 2025-12-04T08:53:31.7870649Z * [new tag] ciflow/inductor/166846 -> ciflow/inductor/166846 2025-12-04T08:53:31.7871618Z * [new tag] ciflow/inductor/167300 -> ciflow/inductor/167300 2025-12-04T08:53:31.7872918Z * [new tag] ciflow/inductor/167407 -> ciflow/inductor/167407 2025-12-04T08:53:31.7874104Z * [new tag] ciflow/inductor/167536 -> ciflow/inductor/167536 2025-12-04T08:53:31.7875262Z * [new tag] ciflow/inductor/167552 -> ciflow/inductor/167552 2025-12-04T08:53:31.7876542Z * [new tag] ciflow/inductor/167555 -> ciflow/inductor/167555 2025-12-04T08:53:31.7877787Z * [new tag] ciflow/inductor/167583 -> ciflow/inductor/167583 2025-12-04T08:53:31.7878745Z * [new tag] ciflow/inductor/167599 -> ciflow/inductor/167599 2025-12-04T08:53:31.7879992Z * [new tag] ciflow/inductor/167647 -> ciflow/inductor/167647 2025-12-04T08:53:31.7880979Z * [new tag] ciflow/inductor/167677 -> ciflow/inductor/167677 2025-12-04T08:53:31.7882258Z * [new tag] ciflow/inductor/167680 -> ciflow/inductor/167680 2025-12-04T08:53:31.7883210Z * [new tag] ciflow/inductor/167695 -> ciflow/inductor/167695 2025-12-04T08:53:31.7884484Z * [new tag] ciflow/inductor/167742 -> ciflow/inductor/167742 2025-12-04T08:53:31.7885419Z * [new tag] ciflow/inductor/167768 -> ciflow/inductor/167768 2025-12-04T08:53:31.7886943Z * [new tag] ciflow/inductor/167773 -> ciflow/inductor/167773 2025-12-04T08:53:31.7887921Z * [new tag] ciflow/inductor/167781 -> ciflow/inductor/167781 2025-12-04T08:53:31.7889223Z * [new tag] ciflow/inductor/167880 -> ciflow/inductor/167880 2025-12-04T08:53:31.7890235Z * [new tag] ciflow/inductor/167887 -> ciflow/inductor/167887 2025-12-04T08:53:31.7891504Z * [new tag] ciflow/inductor/167972 -> ciflow/inductor/167972 2025-12-04T08:53:31.7892476Z * [new tag] ciflow/inductor/167989 -> ciflow/inductor/167989 2025-12-04T08:53:31.7893747Z * [new tag] ciflow/inductor/168002 -> ciflow/inductor/168002 2025-12-04T08:53:31.7894718Z * [new tag] ciflow/inductor/168050 -> ciflow/inductor/168050 2025-12-04T08:53:31.7896018Z * [new tag] ciflow/inductor/168051 -> ciflow/inductor/168051 2025-12-04T08:53:31.7897015Z * [new tag] ciflow/inductor/168052 -> ciflow/inductor/168052 2025-12-04T08:53:31.7898200Z * [new tag] ciflow/inductor/168073 -> ciflow/inductor/168073 2025-12-04T08:53:31.7899220Z * [new tag] ciflow/inductor/168096 -> ciflow/inductor/168096 2025-12-04T08:53:31.7900725Z * [new tag] ciflow/inductor/168114 -> ciflow/inductor/168114 2025-12-04T08:53:31.7901672Z * [new tag] ciflow/inductor/168115 -> ciflow/inductor/168115 2025-12-04T08:53:31.7903021Z * [new tag] ciflow/inductor/168127 -> ciflow/inductor/168127 2025-12-04T08:53:31.7903988Z * [new tag] ciflow/inductor/168129 -> ciflow/inductor/168129 2025-12-04T08:53:31.7905253Z * [new tag] ciflow/inductor/168157 -> ciflow/inductor/168157 2025-12-04T08:53:31.7906235Z * [new tag] ciflow/inductor/168175 -> ciflow/inductor/168175 2025-12-04T08:53:31.7907650Z * [new tag] ciflow/inductor/168185 -> ciflow/inductor/168185 2025-12-04T08:53:31.7908485Z * [new tag] ciflow/inductor/168195 -> ciflow/inductor/168195 2025-12-04T08:53:31.7909782Z * [new tag] ciflow/inductor/168209 -> ciflow/inductor/168209 2025-12-04T08:53:31.7910710Z * [new tag] ciflow/inductor/168266 -> ciflow/inductor/168266 2025-12-04T08:53:31.7911965Z * [new tag] ciflow/inductor/168316 -> ciflow/inductor/168316 2025-12-04T08:53:31.7913290Z * [new tag] ciflow/inductor/168326 -> ciflow/inductor/168326 2025-12-04T08:53:31.7914283Z * [new tag] ciflow/inductor/168368 -> ciflow/inductor/168368 2025-12-04T08:53:31.7915538Z * [new tag] ciflow/inductor/168894 -> ciflow/inductor/168894 2025-12-04T08:53:31.7916518Z * [new tag] ciflow/inductor/168934 -> ciflow/inductor/168934 2025-12-04T08:53:31.7917795Z * [new tag] ciflow/inductor/168939 -> ciflow/inductor/168939 2025-12-04T08:53:31.7918764Z * [new tag] ciflow/inductor/168946 -> ciflow/inductor/168946 2025-12-04T08:53:31.7919938Z * [new tag] ciflow/inductor/168950 -> ciflow/inductor/168950 2025-12-04T08:53:31.7921107Z * [new tag] ciflow/inductor/168951 -> ciflow/inductor/168951 2025-12-04T08:53:31.7922141Z * [new tag] ciflow/inductor/168952 -> ciflow/inductor/168952 2025-12-04T08:53:31.7923290Z * [new tag] ciflow/inductor/168955 -> ciflow/inductor/168955 2025-12-04T08:53:31.7924424Z * [new tag] ciflow/inductor/168971 -> ciflow/inductor/168971 2025-12-04T08:53:31.7925517Z * [new tag] ciflow/inductor/168979 -> ciflow/inductor/168979 2025-12-04T08:53:31.7926676Z * [new tag] ciflow/inductor/168980 -> ciflow/inductor/168980 2025-12-04T08:53:31.7928454Z * [new tag] ciflow/inductor/168983 -> ciflow/inductor/168983 2025-12-04T08:53:31.7929402Z * [new tag] ciflow/inductor/169006 -> ciflow/inductor/169006 2025-12-04T08:53:31.7930602Z * [new tag] ciflow/inductor/169023 -> ciflow/inductor/169023 2025-12-04T08:53:31.7931638Z * [new tag] ciflow/inductor/169024 -> ciflow/inductor/169024 2025-12-04T08:53:31.7932949Z * [new tag] ciflow/inductor/169025 -> ciflow/inductor/169025 2025-12-04T08:53:31.7933910Z * [new tag] ciflow/inductor/169066 -> ciflow/inductor/169066 2025-12-04T08:53:31.7935169Z * [new tag] ciflow/inductor/169091 -> ciflow/inductor/169091 2025-12-04T08:53:31.7936189Z * [new tag] ciflow/inductor/169102 -> ciflow/inductor/169102 2025-12-04T08:53:31.7937358Z * [new tag] ciflow/inductor/169103 -> ciflow/inductor/169103 2025-12-04T08:53:31.7938522Z * [new tag] ciflow/inductor/169121 -> ciflow/inductor/169121 2025-12-04T08:53:31.7939549Z * [new tag] ciflow/inductor/169134 -> ciflow/inductor/169134 2025-12-04T08:53:31.7940847Z * [new tag] ciflow/inductor/169135 -> ciflow/inductor/169135 2025-12-04T08:53:31.7941871Z * [new tag] ciflow/inductor/169141 -> ciflow/inductor/169141 2025-12-04T08:53:31.7943236Z * [new tag] ciflow/inductor/169151 -> ciflow/inductor/169151 2025-12-04T08:53:31.7944412Z * [new tag] ciflow/inductor/169161 -> ciflow/inductor/169161 2025-12-04T08:53:31.7945575Z * [new tag] ciflow/inductor/169167 -> ciflow/inductor/169167 2025-12-04T08:53:31.7946876Z * [new tag] ciflow/inductor/169177 -> ciflow/inductor/169177 2025-12-04T08:53:31.7948164Z * [new tag] ciflow/inductor/169185 -> ciflow/inductor/169185 2025-12-04T08:53:31.7949130Z * [new tag] ciflow/inductor/169196 -> ciflow/inductor/169196 2025-12-04T08:53:31.7950585Z * [new tag] ciflow/inductor/169200 -> ciflow/inductor/169200 2025-12-04T08:53:31.7951455Z * [new tag] ciflow/inductor/169204 -> ciflow/inductor/169204 2025-12-04T08:53:31.7952644Z * [new tag] ciflow/inductor/169216 -> ciflow/inductor/169216 2025-12-04T08:53:31.7953669Z * [new tag] ciflow/inductor/169219 -> ciflow/inductor/169219 2025-12-04T08:53:31.7954962Z * [new tag] ciflow/inductor/169220 -> ciflow/inductor/169220 2025-12-04T08:53:31.7956143Z * [new tag] ciflow/inductor/169230 -> ciflow/inductor/169230 2025-12-04T08:53:31.7957171Z * [new tag] ciflow/inductor/169242 -> ciflow/inductor/169242 2025-12-04T08:53:31.7958469Z * [new tag] ciflow/inductor/169245 -> ciflow/inductor/169245 2025-12-04T08:53:31.7959719Z * [new tag] ciflow/inductor/169260 -> ciflow/inductor/169260 2025-12-04T08:53:31.7960717Z * [new tag] ciflow/inductor/169282 -> ciflow/inductor/169282 2025-12-04T08:53:31.7961995Z * [new tag] ciflow/inductor/169286 -> ciflow/inductor/169286 2025-12-04T08:53:31.7962994Z * [new tag] ciflow/inductor/169299 -> ciflow/inductor/169299 2025-12-04T08:53:31.7964420Z * [new tag] ciflow/inductor/169304 -> ciflow/inductor/169304 2025-12-04T08:53:31.7965874Z * [new tag] ciflow/inductor/169305 -> ciflow/inductor/169305 2025-12-04T08:53:31.7966877Z * [new tag] ciflow/inductor/169308 -> ciflow/inductor/169308 2025-12-04T08:53:31.7968149Z * [new tag] ciflow/inductor/169319 -> ciflow/inductor/169319 2025-12-04T08:53:31.7969104Z * [new tag] ciflow/inductor/169326 -> ciflow/inductor/169326 2025-12-04T08:53:31.7970361Z * [new tag] ciflow/inductor/169332 -> ciflow/inductor/169332 2025-12-04T08:53:31.7971359Z * [new tag] ciflow/inductor/169333 -> ciflow/inductor/169333 2025-12-04T08:53:31.7972780Z * [new tag] ciflow/inductor/169336 -> ciflow/inductor/169336 2025-12-04T08:53:31.7973761Z * [new tag] ciflow/inductor/169340 -> ciflow/inductor/169340 2025-12-04T08:53:31.7975015Z * [new tag] ciflow/inductor/169341 -> ciflow/inductor/169341 2025-12-04T08:53:31.7976204Z * [new tag] ciflow/inductor/169343 -> ciflow/inductor/169343 2025-12-04T08:53:31.7977323Z * [new tag] ciflow/inductor/169346 -> ciflow/inductor/169346 2025-12-04T08:53:31.7978563Z * [new tag] ciflow/inductor/169348 -> ciflow/inductor/169348 2025-12-04T08:53:31.7979768Z * [new tag] ciflow/inductor/169350 -> ciflow/inductor/169350 2025-12-04T08:53:31.7980899Z * [new tag] ciflow/inductor/169355 -> ciflow/inductor/169355 2025-12-04T08:53:31.7982046Z * [new tag] ciflow/inductor/169370 -> ciflow/inductor/169370 2025-12-04T08:53:31.7983568Z * [new tag] ciflow/inductor/169375 -> ciflow/inductor/169375 2025-12-04T08:53:31.7984669Z * [new tag] ciflow/inductor/169389 -> ciflow/inductor/169389 2025-12-04T08:53:31.7985785Z * [new tag] ciflow/inductor/169391 -> ciflow/inductor/169391 2025-12-04T08:53:31.7986920Z * [new tag] ciflow/inductor/169393 -> ciflow/inductor/169393 2025-12-04T08:53:31.7988135Z * [new tag] ciflow/inductor/169399 -> ciflow/inductor/169399 2025-12-04T08:53:31.7989377Z * [new tag] ciflow/inductor/169400 -> ciflow/inductor/169400 2025-12-04T08:53:31.7990490Z * [new tag] ciflow/inductor/169415 -> ciflow/inductor/169415 2025-12-04T08:53:31.7991632Z * [new tag] ciflow/inductor/169417 -> ciflow/inductor/169417 2025-12-04T08:53:31.7992877Z * [new tag] ciflow/inductor/169418 -> ciflow/inductor/169418 2025-12-04T08:53:31.7994137Z * [new tag] ciflow/inductor/169430 -> ciflow/inductor/169430 2025-12-04T08:53:31.7995232Z * [new tag] ciflow/inductor/169432 -> ciflow/inductor/169432 2025-12-04T08:53:31.7996396Z * [new tag] ciflow/inductor/169436 -> ciflow/inductor/169436 2025-12-04T08:53:31.7997597Z * [new tag] ciflow/inductor/169437 -> ciflow/inductor/169437 2025-12-04T08:53:31.7998721Z * [new tag] ciflow/inductor/169438 -> ciflow/inductor/169438 2025-12-04T08:53:31.8000047Z * [new tag] ciflow/inductor/169441 -> ciflow/inductor/169441 2025-12-04T08:53:31.8003225Z * [new tag] ciflow/inductor/169446 -> ciflow/inductor/169446 2025-12-04T08:53:31.8004416Z * [new tag] ciflow/inductor/169447 -> ciflow/inductor/169447 2025-12-04T08:53:31.8005997Z * [new tag] ciflow/inductor/169452 -> ciflow/inductor/169452 2025-12-04T08:53:31.8007259Z * [new tag] ciflow/inductor/169455 -> ciflow/inductor/169455 2025-12-04T08:53:31.8008402Z * [new tag] ciflow/inductor/169459 -> ciflow/inductor/169459 2025-12-04T08:53:31.8009609Z * [new tag] ciflow/inductor/169463 -> ciflow/inductor/169463 2025-12-04T08:53:31.8010837Z * [new tag] ciflow/inductor/169476 -> ciflow/inductor/169476 2025-12-04T08:53:31.8011969Z * [new tag] ciflow/inductor/169485 -> ciflow/inductor/169485 2025-12-04T08:53:31.8013168Z * [new tag] ciflow/inductor/169493 -> ciflow/inductor/169493 2025-12-04T08:53:31.8014312Z * [new tag] ciflow/inductor/169496 -> ciflow/inductor/169496 2025-12-04T08:53:31.8015452Z * [new tag] ciflow/inductor/169497 -> ciflow/inductor/169497 2025-12-04T08:53:31.8016556Z * [new tag] ciflow/inductor/169503 -> ciflow/inductor/169503 2025-12-04T08:53:31.8017755Z * [new tag] ciflow/inductor/169504 -> ciflow/inductor/169504 2025-12-04T08:53:31.8019172Z * [new tag] ciflow/inductor/169505 -> ciflow/inductor/169505 2025-12-04T08:53:31.8020605Z * [new tag] ciflow/inductor/169508 -> ciflow/inductor/169508 2025-12-04T08:53:31.8021770Z * [new tag] ciflow/inductor/169509 -> ciflow/inductor/169509 2025-12-04T08:53:31.8022998Z * [new tag] ciflow/inductor/169513 -> ciflow/inductor/169513 2025-12-04T08:53:31.8024235Z * [new tag] ciflow/inductor/169514 -> ciflow/inductor/169514 2025-12-04T08:53:31.8025460Z * [new tag] ciflow/inductor/169515 -> ciflow/inductor/169515 2025-12-04T08:53:31.8026585Z * [new tag] ciflow/inductor/169517 -> ciflow/inductor/169517 2025-12-04T08:53:31.8027722Z * [new tag] ciflow/inductor/169519 -> ciflow/inductor/169519 2025-12-04T08:53:31.8029022Z * [new tag] ciflow/inductor/169520 -> ciflow/inductor/169520 2025-12-04T08:53:31.8030123Z * [new tag] ciflow/inductor/169521 -> ciflow/inductor/169521 2025-12-04T08:53:31.8031242Z * [new tag] ciflow/inductor/169524 -> ciflow/inductor/169524 2025-12-04T08:53:31.8032382Z * [new tag] ciflow/inductor/169527 -> ciflow/inductor/169527 2025-12-04T08:53:31.8033500Z * [new tag] ciflow/inductor/169528 -> ciflow/inductor/169528 2025-12-04T08:53:31.8034743Z * [new tag] ciflow/inductor/169532 -> ciflow/inductor/169532 2025-12-04T08:53:31.8035865Z * [new tag] ciflow/inductor/169535 -> ciflow/inductor/169535 2025-12-04T08:53:31.8037017Z * [new tag] ciflow/inductor/169536 -> ciflow/inductor/169536 2025-12-04T08:53:31.8038160Z * [new tag] ciflow/inductor/169547 -> ciflow/inductor/169547 2025-12-04T08:53:31.8039430Z * [new tag] ciflow/inductor/169548 -> ciflow/inductor/169548 2025-12-04T08:53:31.8040340Z * [new tag] ciflow/inductor/169549 -> ciflow/inductor/169549 2025-12-04T08:53:31.8041604Z * [new tag] ciflow/inductor/169551 -> ciflow/inductor/169551 2025-12-04T08:53:31.8042730Z * [new tag] ciflow/inductor/169552 -> ciflow/inductor/169552 2025-12-04T08:53:31.8043901Z * [new tag] ciflow/inductor/169553 -> ciflow/inductor/169553 2025-12-04T08:53:31.8045273Z * [new tag] ciflow/inductor/3b9a386 -> ciflow/inductor/3b9a386 2025-12-04T08:53:31.8046575Z * [new tag] ciflow/inductor/3d4b92b -> ciflow/inductor/3d4b92b 2025-12-04T08:53:31.8047876Z * [new tag] ciflow/inductor/d224ac7 -> ciflow/inductor/d224ac7 2025-12-04T08:53:31.8049213Z * [new tag] ciflow/linux-aarch64/157994 -> ciflow/linux-aarch64/157994 2025-12-04T08:53:31.8050283Z * [new tag] ciflow/linux-aarch64/166075 -> ciflow/linux-aarch64/166075 2025-12-04T08:53:31.8051229Z * [new tag] ciflow/linux-aarch64/166876 -> ciflow/linux-aarch64/166876 2025-12-04T08:53:31.8052363Z * [new tag] ciflow/linux-aarch64/167981 -> ciflow/linux-aarch64/167981 2025-12-04T08:53:31.8053608Z * [new tag] ciflow/mps/166254 -> ciflow/mps/166254 2025-12-04T08:53:31.8054728Z * [new tag] ciflow/mps/169017 -> ciflow/mps/169017 2025-12-04T08:53:31.8055870Z * [new tag] ciflow/mps/169372 -> ciflow/mps/169372 2025-12-04T08:53:31.8056904Z * [new tag] ciflow/mps/169478 -> ciflow/mps/169478 2025-12-04T08:53:31.8058187Z * [new tag] ciflow/op-benchmark/157994 -> ciflow/op-benchmark/157994 2025-12-04T08:53:31.8059272Z * [new tag] ciflow/op-benchmark/166075 -> ciflow/op-benchmark/166075 2025-12-04T08:53:31.8060262Z * [new tag] ciflow/op-benchmark/169544 -> ciflow/op-benchmark/169544 2025-12-04T08:53:31.8061682Z * [new tag] ciflow/periodic-rocm-mi200/165997 -> ciflow/periodic-rocm-mi200/165997 2025-12-04T08:53:31.8062957Z * [new tag] ciflow/periodic-rocm-mi200/166517 -> ciflow/periodic-rocm-mi200/166517 2025-12-04T08:53:31.8064090Z * [new tag] ciflow/periodic-rocm-mi200/169063 -> ciflow/periodic-rocm-mi200/169063 2025-12-04T08:53:31.8065008Z * [new tag] ciflow/periodic-rocm-mi200/169425 -> ciflow/periodic-rocm-mi200/169425 2025-12-04T08:53:31.8066378Z * [new tag] ciflow/periodic-rocm-mi300/166517 -> ciflow/periodic-rocm-mi300/166517 2025-12-04T08:53:31.8067471Z * [new tag] ciflow/periodic-rocm-mi300/169063 -> ciflow/periodic-rocm-mi300/169063 2025-12-04T08:53:31.8068586Z * [new tag] ciflow/periodic-rocm-mi300/169425 -> ciflow/periodic-rocm-mi300/169425 2025-12-04T08:53:31.8070019Z * [new tag] ciflow/periodic/054a2fd -> ciflow/periodic/054a2fd 2025-12-04T08:53:31.8071079Z * [new tag] ciflow/periodic/167207 -> ciflow/periodic/167207 2025-12-04T08:53:31.8072220Z * [new tag] ciflow/periodic/167978 -> ciflow/periodic/167978 2025-12-04T08:53:31.8073307Z * [new tag] ciflow/periodic/168096 -> ciflow/periodic/168096 2025-12-04T08:53:31.8074284Z * [new tag] ciflow/periodic/169286 -> ciflow/periodic/169286 2025-12-04T08:53:31.8075555Z * [new tag] ciflow/periodic/2a6d37d -> ciflow/periodic/2a6d37d 2025-12-04T08:53:31.8076809Z * [new tag] ciflow/periodic/317eeb8 -> ciflow/periodic/317eeb8 2025-12-04T08:53:31.8078005Z * [new tag] ciflow/periodic/3c32 -> ciflow/periodic/3c32 2025-12-04T08:53:31.8079332Z * [new tag] ciflow/periodic/3e98831 -> ciflow/periodic/3e98831 2025-12-04T08:53:31.8081304Z * [new tag] ciflow/periodic/7c648509a7470ace9fb2bae960dd4790f7e943e9 -> ciflow/periodic/7c648509a7470ace9fb2bae960dd4790f7e943e9 2025-12-04T08:53:31.8082777Z * [new tag] ciflow/periodic/94512-point -> ciflow/periodic/94512-point 2025-12-04T08:53:31.8084346Z * [new tag] ciflow/periodic/csl/test87519 -> ciflow/periodic/csl/test87519 2025-12-04T08:53:31.8085601Z * [new tag] ciflow/periodic/csltest88275 -> ciflow/periodic/csltest88275 2025-12-04T08:53:31.8086863Z * [new tag] ciflow/periodic/csltest88761 -> ciflow/periodic/csltest88761 2025-12-04T08:53:31.8088193Z * [new tag] ciflow/periodic/release_1.12 -> ciflow/periodic/release_1.12 2025-12-04T08:53:31.8089632Z * [new tag] ciflow/periodic/release_1.12.0 -> ciflow/periodic/release_1.12.0 2025-12-04T08:53:31.8091029Z * [new tag] ciflow/periodic/sha-ec5b83 -> ciflow/periodic/sha-ec5b83 2025-12-04T08:53:31.8092298Z * [new tag] ciflow/pull/167207 -> ciflow/pull/167207 2025-12-04T08:53:31.8093780Z * [new tag] ciflow/quantization-periodic/169207 -> ciflow/quantization-periodic/169207 2025-12-04T08:53:31.8095085Z * [new tag] ciflow/rocm-mi200/165545 -> ciflow/rocm-mi200/165545 2025-12-04T08:53:31.8096154Z * [new tag] ciflow/rocm-mi200/165997 -> ciflow/rocm-mi200/165997 2025-12-04T08:53:31.8097131Z * [new tag] ciflow/rocm-mi200/168096 -> ciflow/rocm-mi200/168096 2025-12-04T08:53:31.8098343Z * [new tag] ciflow/rocm-mi200/168275 -> ciflow/rocm-mi200/168275 2025-12-04T08:53:31.8099540Z * [new tag] ciflow/rocm-mi200/169063 -> ciflow/rocm-mi200/169063 2025-12-04T08:53:31.8100852Z * [new tag] ciflow/rocm-mi200/169356 -> ciflow/rocm-mi200/169356 2025-12-04T08:53:31.8101784Z * [new tag] ciflow/rocm-mi200/169425 -> ciflow/rocm-mi200/169425 2025-12-04T08:53:31.8103246Z * [new tag] ciflow/rocm-mi300/165545 -> ciflow/rocm-mi300/165545 2025-12-04T08:53:31.8104483Z * [new tag] ciflow/rocm-mi300/167157 -> ciflow/rocm-mi300/167157 2025-12-04T08:53:31.8105459Z * [new tag] ciflow/rocm-mi300/168096 -> ciflow/rocm-mi300/168096 2025-12-04T08:53:31.8106548Z * [new tag] ciflow/rocm-mi300/169063 -> ciflow/rocm-mi300/169063 2025-12-04T08:53:31.8107561Z * [new tag] ciflow/rocm-mi300/169425 -> ciflow/rocm-mi300/169425 2025-12-04T08:53:31.8108864Z * [new tag] ciflow/rocm-mi355/167157 -> ciflow/rocm-mi355/167157 2025-12-04T08:53:31.8109822Z * [new tag] ciflow/rocm-mi355/168275 -> ciflow/rocm-mi355/168275 2025-12-04T08:53:31.8110936Z * [new tag] ciflow/rocm-mi355/169425 -> ciflow/rocm-mi355/169425 2025-12-04T08:53:31.8112329Z * [new tag] ciflow/rocm-navi31/168275 -> ciflow/rocm-navi31/168275 2025-12-04T08:53:31.8113270Z * [new tag] ciflow/rocm-navi31/169425 -> ciflow/rocm-navi31/169425 2025-12-04T08:53:31.8114576Z * [new tag] ciflow/rocm/115316 -> ciflow/rocm/115316 2025-12-04T08:53:31.8115630Z * [new tag] ciflow/rocm/148492 -> ciflow/rocm/148492 2025-12-04T08:53:31.8116730Z * [new tag] ciflow/rocm/160685 -> ciflow/rocm/160685 2025-12-04T08:53:31.8117777Z * [new tag] ciflow/rocm/161607 -> ciflow/rocm/161607 2025-12-04T08:53:31.8118764Z * [new tag] ciflow/rocm/162052 -> ciflow/rocm/162052 2025-12-04T08:53:31.8119787Z * [new tag] ciflow/rocm/165997 -> ciflow/rocm/165997 2025-12-04T08:53:31.8120961Z * [new tag] ciflow/rocm/166165 -> ciflow/rocm/166165 2025-12-04T08:53:31.8122013Z * [new tag] ciflow/rocm/166517 -> ciflow/rocm/166517 2025-12-04T08:53:31.8122957Z * [new tag] ciflow/rocm/167207 -> ciflow/rocm/167207 2025-12-04T08:53:31.8124207Z * [new tag] ciflow/rocm/167536 -> ciflow/rocm/167536 2025-12-04T08:53:31.8125034Z * [new tag] ciflow/rocm/167781 -> ciflow/rocm/167781 2025-12-04T08:53:31.8126522Z * [new tag] ciflow/rocm/167989 -> ciflow/rocm/167989 2025-12-04T08:53:31.8127932Z * [new tag] ciflow/rocm/168073 -> ciflow/rocm/168073 2025-12-04T08:53:31.8129243Z * [new tag] ciflow/rocm/168195 -> ciflow/rocm/168195 2025-12-04T08:53:31.8130397Z * [new tag] ciflow/rocm/168939 -> ciflow/rocm/168939 2025-12-04T08:53:31.8131502Z * [new tag] ciflow/rocm/168971 -> ciflow/rocm/168971 2025-12-04T08:53:31.8132601Z * [new tag] ciflow/rocm/169024 -> ciflow/rocm/169024 2025-12-04T08:53:31.8133698Z * [new tag] ciflow/rocm/169200 -> ciflow/rocm/169200 2025-12-04T08:53:31.8134945Z * [new tag] ciflow/rocm/169216 -> ciflow/rocm/169216 2025-12-04T08:53:31.8135960Z * [new tag] ciflow/rocm/169312 -> ciflow/rocm/169312 2025-12-04T08:53:31.8137090Z * [new tag] ciflow/rocm/169380 -> ciflow/rocm/169380 2025-12-04T08:53:31.8138204Z * [new tag] ciflow/rocm/169427 -> ciflow/rocm/169427 2025-12-04T08:53:31.8139330Z * [new tag] ciflow/rocm/169455 -> ciflow/rocm/169455 2025-12-04T08:53:31.8140441Z * [new tag] ciflow/rocm/169470 -> ciflow/rocm/169470 2025-12-04T08:53:31.8141539Z * [new tag] ciflow/rocm/169471 -> ciflow/rocm/169471 2025-12-04T08:53:31.8142729Z * [new tag] ciflow/rocm/169472 -> ciflow/rocm/169472 2025-12-04T08:53:31.8143926Z * [new tag] ciflow/rocm/169514 -> ciflow/rocm/169514 2025-12-04T08:53:31.8145392Z * [new tag] ciflow/slow/01c7106 -> ciflow/slow/01c7106 2025-12-04T08:53:31.8146543Z * [new tag] ciflow/slow/0577043 -> ciflow/slow/0577043 2025-12-04T08:53:31.8148058Z * [new tag] ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym -> ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym 2025-12-04T08:53:31.8149064Z * [new tag] ciflow/slow/0e81104 -> ciflow/slow/0e81104 2025-12-04T08:53:31.8150079Z * [new tag] ciflow/slow/167207 -> ciflow/slow/167207 2025-12-04T08:53:31.8151122Z * [new tag] ciflow/slow/168050 -> ciflow/slow/168050 2025-12-04T08:53:31.8152310Z * [new tag] ciflow/slow/1732077 -> ciflow/slow/1732077 2025-12-04T08:53:31.8153681Z * [new tag] ciflow/slow/187eb7c -> ciflow/slow/187eb7c 2025-12-04T08:53:31.8155215Z * [new tag] ciflow/slow/1faef89 -> ciflow/slow/1faef89 2025-12-04T08:53:31.8156820Z * [new tag] ciflow/slow/3920ec1 -> ciflow/slow/3920ec1 2025-12-04T08:53:31.8158215Z * [new tag] ciflow/slow/3b7c6b2 -> ciflow/slow/3b7c6b2 2025-12-04T08:53:31.8159508Z * [new tag] ciflow/slow/59a3759 -> ciflow/slow/59a3759 2025-12-04T08:53:31.8160764Z * [new tag] ciflow/slow/70ef0bb -> ciflow/slow/70ef0bb 2025-12-04T08:53:31.8162022Z * [new tag] ciflow/slow/788ff06 -> ciflow/slow/788ff06 2025-12-04T08:53:31.8163677Z * [new tag] ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym -> ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym 2025-12-04T08:53:31.8164844Z * [new tag] ciflow/slow/9d85864 -> ciflow/slow/9d85864 2025-12-04T08:53:31.8166085Z * [new tag] ciflow/slow/9ffad5b -> ciflow/slow/9ffad5b 2025-12-04T08:53:31.8167342Z * [new tag] ciflow/slow/a206e8b -> ciflow/slow/a206e8b 2025-12-04T08:53:31.8168773Z * [new tag] ciflow/slow/a837609 -> ciflow/slow/a837609 2025-12-04T08:53:31.8170017Z * [new tag] ciflow/slow/af841f3 -> ciflow/slow/af841f3 2025-12-04T08:53:31.8171620Z * [new tag] ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym -> ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym 2025-12-04T08:53:31.8172720Z * [new tag] ciflow/torchbench/168175 -> ciflow/torchbench/168175 2025-12-04T08:53:31.8173974Z * [new tag] ciflow/trunk/148492 -> ciflow/trunk/148492 2025-12-04T08:53:31.8175045Z * [new tag] ciflow/trunk/157149 -> ciflow/trunk/157149 2025-12-04T08:53:31.8176077Z * [new tag] ciflow/trunk/157994 -> ciflow/trunk/157994 2025-12-04T08:53:31.8177117Z * [new tag] ciflow/trunk/159718 -> ciflow/trunk/159718 2025-12-04T08:53:31.8178183Z * [new tag] ciflow/trunk/160174 -> ciflow/trunk/160174 2025-12-04T08:53:31.8179230Z * [new tag] ciflow/trunk/160685 -> ciflow/trunk/160685 2025-12-04T08:53:31.8180280Z * [new tag] ciflow/trunk/160729 -> ciflow/trunk/160729 2025-12-04T08:53:31.8181331Z * [new tag] ciflow/trunk/162275 -> ciflow/trunk/162275 2025-12-04T08:53:31.8182422Z * [new tag] ciflow/trunk/162795 -> ciflow/trunk/162795 2025-12-04T08:53:31.8183583Z * [new tag] ciflow/trunk/163245 -> ciflow/trunk/163245 2025-12-04T08:53:31.8184581Z * [new tag] ciflow/trunk/163942 -> ciflow/trunk/163942 2025-12-04T08:53:31.8185918Z * [new tag] ciflow/trunk/165274 -> ciflow/trunk/165274 2025-12-04T08:53:31.8187484Z * [new tag] ciflow/trunk/165483 -> ciflow/trunk/165483 2025-12-04T08:53:31.8188822Z * [new tag] ciflow/trunk/165728 -> ciflow/trunk/165728 2025-12-04T08:53:31.8189951Z * [new tag] ciflow/trunk/165922 -> ciflow/trunk/165922 2025-12-04T08:53:31.8191067Z * [new tag] ciflow/trunk/166075 -> ciflow/trunk/166075 2025-12-04T08:53:31.8192195Z * [new tag] ciflow/trunk/166165 -> ciflow/trunk/166165 2025-12-04T08:53:31.8193319Z * [new tag] ciflow/trunk/166829 -> ciflow/trunk/166829 2025-12-04T08:53:31.8194567Z * [new tag] ciflow/trunk/166843 -> ciflow/trunk/166843 2025-12-04T08:53:31.8195712Z * [new tag] ciflow/trunk/166876 -> ciflow/trunk/166876 2025-12-04T08:53:31.8196832Z * [new tag] ciflow/trunk/167207 -> ciflow/trunk/167207 2025-12-04T08:53:31.8197955Z * [new tag] ciflow/trunk/167536 -> ciflow/trunk/167536 2025-12-04T08:53:31.8199056Z * [new tag] ciflow/trunk/167552 -> ciflow/trunk/167552 2025-12-04T08:53:31.8200466Z * [new tag] ciflow/trunk/167555 -> ciflow/trunk/167555 2025-12-04T08:53:31.8201588Z * [new tag] ciflow/trunk/167599 -> ciflow/trunk/167599 2025-12-04T08:53:31.8202782Z * [new tag] ciflow/trunk/167659 -> ciflow/trunk/167659 2025-12-04T08:53:31.8203995Z * [new tag] ciflow/trunk/167672 -> ciflow/trunk/167672 2025-12-04T08:53:31.8205138Z * [new tag] ciflow/trunk/167742 -> ciflow/trunk/167742 2025-12-04T08:53:31.8206264Z * [new tag] ciflow/trunk/167781 -> ciflow/trunk/167781 2025-12-04T08:53:31.8207592Z * [new tag] ciflow/trunk/167837 -> ciflow/trunk/167837 2025-12-04T08:53:31.8208716Z * [new tag] ciflow/trunk/167887 -> ciflow/trunk/167887 2025-12-04T08:53:31.8209831Z * [new tag] ciflow/trunk/167978 -> ciflow/trunk/167978 2025-12-04T08:53:31.8210976Z * [new tag] ciflow/trunk/168050 -> ciflow/trunk/168050 2025-12-04T08:53:31.8212228Z * [new tag] ciflow/trunk/168051 -> ciflow/trunk/168051 2025-12-04T08:53:31.8213121Z * [new tag] ciflow/trunk/168096 -> ciflow/trunk/168096 2025-12-04T08:53:31.8214313Z * [new tag] ciflow/trunk/168127 -> ciflow/trunk/168127 2025-12-04T08:53:31.8215408Z * [new tag] ciflow/trunk/168157 -> ciflow/trunk/168157 2025-12-04T08:53:31.8216528Z * [new tag] ciflow/trunk/168175 -> ciflow/trunk/168175 2025-12-04T08:53:31.8217637Z * [new tag] ciflow/trunk/168209 -> ciflow/trunk/168209 2025-12-04T08:53:31.8218863Z * [new tag] ciflow/trunk/168213 -> ciflow/trunk/168213 2025-12-04T08:53:31.8220079Z * [new tag] ciflow/trunk/168226 -> ciflow/trunk/168226 2025-12-04T08:53:31.8221221Z * [new tag] ciflow/trunk/168262 -> ciflow/trunk/168262 2025-12-04T08:53:31.8222497Z * [new tag] ciflow/trunk/168275 -> ciflow/trunk/168275 2025-12-04T08:53:31.8223778Z * [new tag] ciflow/trunk/168328 -> ciflow/trunk/168328 2025-12-04T08:53:31.8224936Z * [new tag] ciflow/trunk/168368 -> ciflow/trunk/168368 2025-12-04T08:53:31.8226028Z * [new tag] ciflow/trunk/168917 -> ciflow/trunk/168917 2025-12-04T08:53:31.8227133Z * [new tag] ciflow/trunk/168933 -> ciflow/trunk/168933 2025-12-04T08:53:31.8228438Z * [new tag] ciflow/trunk/168941 -> ciflow/trunk/168941 2025-12-04T08:53:31.8229624Z * [new tag] ciflow/trunk/168955 -> ciflow/trunk/168955 2025-12-04T08:53:31.8230714Z * [new tag] ciflow/trunk/168980 -> ciflow/trunk/168980 2025-12-04T08:53:31.8231979Z * [new tag] ciflow/trunk/169004 -> ciflow/trunk/169004 2025-12-04T08:53:31.8233111Z * [new tag] ciflow/trunk/169006 -> ciflow/trunk/169006 2025-12-04T08:53:31.8234254Z * [new tag] ciflow/trunk/169023 -> ciflow/trunk/169023 2025-12-04T08:53:31.8235355Z * [new tag] ciflow/trunk/169025 -> ciflow/trunk/169025 2025-12-04T08:53:31.8236923Z * [new tag] ciflow/trunk/169048 -> ciflow/trunk/169048 2025-12-04T08:53:31.8238154Z * [new tag] ciflow/trunk/169066 -> ciflow/trunk/169066 2025-12-04T08:53:31.8239330Z * [new tag] ciflow/trunk/169091 -> ciflow/trunk/169091 2025-12-04T08:53:31.8240446Z * [new tag] ciflow/trunk/169102 -> ciflow/trunk/169102 2025-12-04T08:53:31.8241552Z * [new tag] ciflow/trunk/169103 -> ciflow/trunk/169103 2025-12-04T08:53:31.8242820Z * [new tag] ciflow/trunk/169125 -> ciflow/trunk/169125 2025-12-04T08:53:31.8244165Z * [new tag] ciflow/trunk/169139 -> ciflow/trunk/169139 2025-12-04T08:53:31.8245448Z * [new tag] ciflow/trunk/169148 -> ciflow/trunk/169148 2025-12-04T08:53:31.8246574Z * [new tag] ciflow/trunk/169151 -> ciflow/trunk/169151 2025-12-04T08:53:31.8247701Z * [new tag] ciflow/trunk/169156 -> ciflow/trunk/169156 2025-12-04T08:53:31.8249017Z * [new tag] ciflow/trunk/169176 -> ciflow/trunk/169176 2025-12-04T08:53:31.8250132Z * [new tag] ciflow/trunk/169204 -> ciflow/trunk/169204 2025-12-04T08:53:31.8251271Z * [new tag] ciflow/trunk/169207 -> ciflow/trunk/169207 2025-12-04T08:53:31.8252408Z * [new tag] ciflow/trunk/169211 -> ciflow/trunk/169211 2025-12-04T08:53:31.8253718Z * [new tag] ciflow/trunk/169229 -> ciflow/trunk/169229 2025-12-04T08:53:31.8254929Z * [new tag] ciflow/trunk/169231 -> ciflow/trunk/169231 2025-12-04T08:53:31.8256083Z * [new tag] ciflow/trunk/169260 -> ciflow/trunk/169260 2025-12-04T08:53:31.8257527Z * [new tag] ciflow/trunk/169271 -> ciflow/trunk/169271 2025-12-04T08:53:31.8258581Z * [new tag] ciflow/trunk/169280 -> ciflow/trunk/169280 2025-12-04T08:53:31.8259711Z * [new tag] ciflow/trunk/169281 -> ciflow/trunk/169281 2025-12-04T08:53:31.8260850Z * [new tag] ciflow/trunk/169286 -> ciflow/trunk/169286 2025-12-04T08:53:31.8262137Z * [new tag] ciflow/trunk/169293 -> ciflow/trunk/169293 2025-12-04T08:53:31.8263428Z * [new tag] ciflow/trunk/169296 -> ciflow/trunk/169296 2025-12-04T08:53:31.8264554Z * [new tag] ciflow/trunk/169304 -> ciflow/trunk/169304 2025-12-04T08:53:31.8265666Z * [new tag] ciflow/trunk/169305 -> ciflow/trunk/169305 2025-12-04T08:53:31.8266789Z * [new tag] ciflow/trunk/169312 -> ciflow/trunk/169312 2025-12-04T08:53:31.8268380Z * [new tag] ciflow/trunk/169328 -> ciflow/trunk/169328 2025-12-04T08:53:31.8269506Z * [new tag] ciflow/trunk/169343 -> ciflow/trunk/169343 2025-12-04T08:53:31.8270639Z * [new tag] ciflow/trunk/169355 -> ciflow/trunk/169355 2025-12-04T08:53:31.8271753Z * [new tag] ciflow/trunk/169370 -> ciflow/trunk/169370 2025-12-04T08:53:31.8273059Z * [new tag] ciflow/trunk/169379 -> ciflow/trunk/169379 2025-12-04T08:53:31.8274202Z * [new tag] ciflow/trunk/169380 -> ciflow/trunk/169380 2025-12-04T08:53:31.8275324Z * [new tag] ciflow/trunk/169385 -> ciflow/trunk/169385 2025-12-04T08:53:31.8276557Z * [new tag] ciflow/trunk/169387 -> ciflow/trunk/169387 2025-12-04T08:53:31.8277853Z * [new tag] ciflow/trunk/169410 -> ciflow/trunk/169410 2025-12-04T08:53:31.8278983Z * [new tag] ciflow/trunk/169412 -> ciflow/trunk/169412 2025-12-04T08:53:31.8280103Z * [new tag] ciflow/trunk/169418 -> ciflow/trunk/169418 2025-12-04T08:53:31.8281254Z * [new tag] ciflow/trunk/169423 -> ciflow/trunk/169423 2025-12-04T08:53:31.8282411Z * [new tag] ciflow/trunk/169427 -> ciflow/trunk/169427 2025-12-04T08:53:31.8283526Z * [new tag] ciflow/trunk/169430 -> ciflow/trunk/169430 2025-12-04T08:53:31.8284689Z * [new tag] ciflow/trunk/169437 -> ciflow/trunk/169437 2025-12-04T08:53:31.8285822Z * [new tag] ciflow/trunk/169442 -> ciflow/trunk/169442 2025-12-04T08:53:31.8286967Z * [new tag] ciflow/trunk/169452 -> ciflow/trunk/169452 2025-12-04T08:53:31.8288085Z * [new tag] ciflow/trunk/169454 -> ciflow/trunk/169454 2025-12-04T08:53:31.8289222Z * [new tag] ciflow/trunk/169459 -> ciflow/trunk/169459 2025-12-04T08:53:31.8290486Z * [new tag] ciflow/trunk/169474 -> ciflow/trunk/169474 2025-12-04T08:53:31.8291701Z * [new tag] ciflow/trunk/169475 -> ciflow/trunk/169475 2025-12-04T08:53:31.8292824Z * [new tag] ciflow/trunk/169476 -> ciflow/trunk/169476 2025-12-04T08:53:31.8294075Z * [new tag] ciflow/trunk/169487 -> ciflow/trunk/169487 2025-12-04T08:53:31.8295273Z * [new tag] ciflow/trunk/169497 -> ciflow/trunk/169497 2025-12-04T08:53:31.8296413Z * [new tag] ciflow/trunk/169503 -> ciflow/trunk/169503 2025-12-04T08:53:31.8297540Z * [new tag] ciflow/trunk/169505 -> ciflow/trunk/169505 2025-12-04T08:53:31.8298680Z * [new tag] ciflow/trunk/169507 -> ciflow/trunk/169507 2025-12-04T08:53:31.8299996Z * [new tag] ciflow/trunk/169514 -> ciflow/trunk/169514 2025-12-04T08:53:31.8301292Z * [new tag] ciflow/trunk/169517 -> ciflow/trunk/169517 2025-12-04T08:53:31.8302181Z * [new tag] ciflow/trunk/169519 -> ciflow/trunk/169519 2025-12-04T08:53:31.8303551Z * [new tag] ciflow/trunk/169528 -> ciflow/trunk/169528 2025-12-04T08:53:31.8304683Z * [new tag] ciflow/trunk/169541 -> ciflow/trunk/169541 2025-12-04T08:53:31.8305969Z * [new tag] ciflow/trunk/169555 -> ciflow/trunk/169555 2025-12-04T08:53:31.8308206Z * [new tag] ciflow/unstable/123 -> ciflow/unstable/123 2025-12-04T08:53:31.8309530Z * [new tag] ciflow/vllm/165270 -> ciflow/vllm/165270 2025-12-04T08:53:31.8310621Z * [new tag] ciflow/vllm/165274 -> ciflow/vllm/165274 2025-12-04T08:53:31.8311675Z * [new tag] ciflow/vllm/166494 -> ciflow/vllm/166494 2025-12-04T08:53:31.8312780Z * [new tag] ciflow/vllm/169219 -> ciflow/vllm/169219 2025-12-04T08:53:31.8313831Z * [new tag] ciflow/vllm/169220 -> ciflow/vllm/169220 2025-12-04T08:53:31.8315085Z * [new tag] ciflow/xpu/157994 -> ciflow/xpu/157994 2025-12-04T08:53:31.8316152Z * [new tag] ciflow/xpu/159718 -> ciflow/xpu/159718 2025-12-04T08:53:31.8317196Z * [new tag] ciflow/xpu/161940 -> ciflow/xpu/161940 2025-12-04T08:53:31.8318347Z * [new tag] ciflow/xpu/163251 -> ciflow/xpu/163251 2025-12-04T08:53:31.8319391Z * [new tag] ciflow/xpu/166829 -> ciflow/xpu/166829 2025-12-04T08:53:31.8320478Z * [new tag] ciflow/xpu/166843 -> ciflow/xpu/166843 2025-12-04T08:53:31.8321527Z * [new tag] ciflow/xpu/167972 -> ciflow/xpu/167972 2025-12-04T08:53:31.8322552Z * [new tag] ciflow/xpu/167981 -> ciflow/xpu/167981 2025-12-04T08:53:31.8323684Z * [new tag] ciflow/xpu/168213 -> ciflow/xpu/168213 2025-12-04T08:53:31.8324673Z * [new tag] ciflow/xpu/168262 -> ciflow/xpu/168262 2025-12-04T08:53:31.8325712Z * [new tag] ciflow/xpu/168328 -> ciflow/xpu/168328 2025-12-04T08:53:31.8327121Z * [new tag] ciflow/xpu/168950 -> ciflow/xpu/168950 2025-12-04T08:53:31.8328740Z * [new tag] ciflow/xpu/169039 -> ciflow/xpu/169039 2025-12-04T08:53:31.8330033Z * [new tag] ciflow/xpu/169200 -> ciflow/xpu/169200 2025-12-04T08:53:31.8331162Z * [new tag] ciflow/xpu/169203 -> ciflow/xpu/169203 2025-12-04T08:53:31.8332291Z * [new tag] ciflow/xpu/169229 -> ciflow/xpu/169229 2025-12-04T08:53:31.8333473Z * [new tag] ciflow/xpu/169230 -> ciflow/xpu/169230 2025-12-04T08:53:31.8335064Z * [new tag] ciflow/xpu/169231 -> ciflow/xpu/169231 2025-12-04T08:53:31.8336316Z * [new tag] ciflow/xpu/169241 -> ciflow/xpu/169241 2025-12-04T08:53:31.8337456Z * [new tag] ciflow/xpu/169280 -> ciflow/xpu/169280 2025-12-04T08:53:31.8338603Z * [new tag] ciflow/xpu/169296 -> ciflow/xpu/169296 2025-12-04T08:53:31.8339811Z * [new tag] ciflow/xpu/169353 -> ciflow/xpu/169353 2025-12-04T08:53:31.8340996Z * [new tag] ciflow/xpu/169410 -> ciflow/xpu/169410 2025-12-04T08:53:31.8342194Z * [new tag] ciflow/xpu/169442 -> ciflow/xpu/169442 2025-12-04T08:53:31.8343507Z * [new tag] ciflow/xpu/169555 -> ciflow/xpu/169555 2025-12-04T08:53:31.8344579Z * [new tag] cslpull75 -> cslpull75 2025-12-04T08:53:31.8345675Z * [new tag] cslpull76 -> cslpull76 2025-12-04T08:53:31.8346902Z * [new tag] cslpull77 -> cslpull77 2025-12-04T08:53:31.8348012Z * [new tag] cslpull78 -> cslpull78 2025-12-04T08:53:31.8349449Z * [new tag] cslpull79 -> cslpull79 2025-12-04T08:53:31.8350827Z * [new tag] cslpull80 -> cslpull80 2025-12-04T08:53:31.8352016Z * [new tag] cslpull81 -> cslpull81 2025-12-04T08:53:31.8353276Z * [new tag] cslpull82 -> cslpull82 2025-12-04T08:53:31.8354492Z * [new tag] cslpull83 -> cslpull83 2025-12-04T08:53:31.8356084Z * [new tag] cslpull84 -> cslpull84 2025-12-04T08:53:31.8357244Z * [new tag] cslpull85 -> cslpull85 2025-12-04T08:53:31.8358494Z * [new tag] cslpull86 -> cslpull86 2025-12-04T08:53:31.8359686Z * [new tag] cslpull87 -> cslpull87 2025-12-04T08:53:31.8361029Z * [new tag] cslpull88 -> cslpull88 2025-12-04T08:53:31.8362207Z * [new tag] cslpull89 -> cslpull89 2025-12-04T08:53:31.8363269Z * [new tag] cslpull90 -> cslpull90 2025-12-04T08:53:31.8364790Z * [new tag] cslpull91 -> cslpull91 2025-12-04T08:53:31.8365952Z * [new tag] cslpull92 -> cslpull92 2025-12-04T08:53:31.8367210Z * [new tag] flight_5 -> flight_5 2025-12-04T08:53:31.8368604Z * [new tag] flight_5.1 -> flight_5.1 2025-12-04T08:53:31.8369797Z * [new tag] flight_5.2 -> flight_5.2 2025-12-04T08:53:31.8371047Z * [new tag] flight_5.3 -> flight_5.3 2025-12-04T08:53:31.8372263Z * [new tag] forpull1 -> forpull1 2025-12-04T08:53:31.8373724Z * [new tag] malfet/tag-2ef5611 -> malfet/tag-2ef5611 2025-12-04T08:53:31.8374851Z * [new tag] malfet/tag-317b1a0 -> malfet/tag-317b1a0 2025-12-04T08:53:31.8376110Z * [new tag] malfet/tag-ec6f767 -> malfet/tag-ec6f767 2025-12-04T08:53:31.8377377Z * [new tag] nightly-binary -> nightly-binary 2025-12-04T08:53:31.8378607Z * [new tag] sqzhang_flight4_plus -> sqzhang_flight4_plus 2025-12-04T08:53:31.8379904Z * [new tag] sqzhang_flight_3 -> sqzhang_flight_3 2025-12-04T08:53:31.8381418Z * [new tag] trunk/02d8bd6974cf84b721680d773dbdb1b6f40ce272 -> trunk/02d8bd6974cf84b721680d773dbdb1b6f40ce272 2025-12-04T08:53:31.8383075Z * [new tag] trunk/066997fb38ade71e00d78e9d572e380b5f02bd3e -> trunk/066997fb38ade71e00d78e9d572e380b5f02bd3e 2025-12-04T08:53:31.8384717Z * [new tag] trunk/076e7b19fa1d481ad778d06d2b49ba57d3ce8c88 -> trunk/076e7b19fa1d481ad778d06d2b49ba57d3ce8c88 2025-12-04T08:53:31.8386080Z * [new tag] trunk/07dcc0b83db3211653a38565a24e15acdba75654 -> trunk/07dcc0b83db3211653a38565a24e15acdba75654 2025-12-04T08:53:31.8387356Z * [new tag] trunk/082e96b68dfcd16cab7cfafc4d3d055767dab3eb -> trunk/082e96b68dfcd16cab7cfafc4d3d055767dab3eb 2025-12-04T08:53:31.8388703Z * [new tag] trunk/088048f2fea28ff7d450f65c72419ca45780d30b -> trunk/088048f2fea28ff7d450f65c72419ca45780d30b 2025-12-04T08:53:31.8389965Z * [new tag] trunk/09076941a95c76f4d9ad189d064dfd8baa39e672 -> trunk/09076941a95c76f4d9ad189d064dfd8baa39e672 2025-12-04T08:53:31.8391158Z * [new tag] trunk/0b80a4c62b94402844bf221791c096b0035c6d75 -> trunk/0b80a4c62b94402844bf221791c096b0035c6d75 2025-12-04T08:53:31.8392582Z * [new tag] trunk/0bbbdf1750567a980634ad907a325357ba8ba8f2 -> trunk/0bbbdf1750567a980634ad907a325357ba8ba8f2 2025-12-04T08:53:31.8393938Z * [new tag] trunk/0c281dd78773b2bc17c58ead0e4cd4ac46e775c5 -> trunk/0c281dd78773b2bc17c58ead0e4cd4ac46e775c5 2025-12-04T08:53:31.8395191Z * [new tag] trunk/135f3753c418a6879b1954904184937b67e61688 -> trunk/135f3753c418a6879b1954904184937b67e61688 2025-12-04T08:53:31.8396433Z * [new tag] trunk/15da21026cb13cd20257dc9e96830db108743c10 -> trunk/15da21026cb13cd20257dc9e96830db108743c10 2025-12-04T08:53:31.8397701Z * [new tag] trunk/166efdad2ac827f30fb02504c6017520257f88ec -> trunk/166efdad2ac827f30fb02504c6017520257f88ec 2025-12-04T08:53:31.8398953Z * [new tag] trunk/174272c15fae553d8488140af931f7d8050a313f -> trunk/174272c15fae553d8488140af931f7d8050a313f 2025-12-04T08:53:31.8401649Z * [new tag] trunk/18f3ca08f13b8de61307f5e8cd7d4cccb67e9d11 -> trunk/18f3ca08f13b8de61307f5e8cd7d4cccb67e9d11 2025-12-04T08:53:31.8403803Z * [new tag] trunk/1902eddfe655a15ebcf2c72bd81ade110fdeef63 -> trunk/1902eddfe655a15ebcf2c72bd81ade110fdeef63 2025-12-04T08:53:31.8404313Z * [new tag] trunk/195f92e98d3d66738577f11f22c4b5c8a1c76dd5 -> trunk/195f92e98d3d66738577f11f22c4b5c8a1c76dd5 2025-12-04T08:53:31.8405254Z * [new tag] trunk/1aa13e17de39e3c768ea7aebaad166ce72a06676 -> trunk/1aa13e17de39e3c768ea7aebaad166ce72a06676 2025-12-04T08:53:31.8406597Z * [new tag] trunk/1afe2832f58e24e54a5bfda5a5afa9b96fdea40e -> trunk/1afe2832f58e24e54a5bfda5a5afa9b96fdea40e 2025-12-04T08:53:31.8407565Z * [new tag] trunk/1c87554d74140eaee964ca8b1832cede67f5f520 -> trunk/1c87554d74140eaee964ca8b1832cede67f5f520 2025-12-04T08:53:31.8408969Z * [new tag] trunk/1ccb743b7b5be955f49736c162c4f5004b8a0dd8 -> trunk/1ccb743b7b5be955f49736c162c4f5004b8a0dd8 2025-12-04T08:53:31.8410262Z * [new tag] trunk/1cee47d6ce0a02227185b566593f002dd639ca0c -> trunk/1cee47d6ce0a02227185b566593f002dd639ca0c 2025-12-04T08:53:31.8411372Z * [new tag] trunk/1d21b4df2babe322e5d085ceb6de884eb260a62d -> trunk/1d21b4df2babe322e5d085ceb6de884eb260a62d 2025-12-04T08:53:31.8412675Z * [new tag] trunk/1e34fb2550e4aa650314f7a6d9f6daf4da7478a8 -> trunk/1e34fb2550e4aa650314f7a6d9f6daf4da7478a8 2025-12-04T08:53:31.8413971Z * [new tag] trunk/1e526fb5b1d93bfc70691c5c3955fdffc1b7b7de -> trunk/1e526fb5b1d93bfc70691c5c3955fdffc1b7b7de 2025-12-04T08:53:31.8415168Z * [new tag] trunk/1ee32a8b1f554a312d79bad01ded24f38cd95543 -> trunk/1ee32a8b1f554a312d79bad01ded24f38cd95543 2025-12-04T08:53:31.8416430Z * [new tag] trunk/201e2c4117eb9744594dad6a5c18213d7b4705d7 -> trunk/201e2c4117eb9744594dad6a5c18213d7b4705d7 2025-12-04T08:53:31.8417703Z * [new tag] trunk/2353a0f60eb4b4cb6675907a7fa9fbedc1c02e7f -> trunk/2353a0f60eb4b4cb6675907a7fa9fbedc1c02e7f 2025-12-04T08:53:31.8419132Z * [new tag] trunk/285779b1621cf9f073a062b0889a642d200308d9 -> trunk/285779b1621cf9f073a062b0889a642d200308d9 2025-12-04T08:53:31.8420225Z * [new tag] trunk/2887faaec6295d081580d09fce161201826c6d87 -> trunk/2887faaec6295d081580d09fce161201826c6d87 2025-12-04T08:53:31.8421531Z * [new tag] trunk/296e67c92635443c67b11c0ae1bd045f03ebb7bc -> trunk/296e67c92635443c67b11c0ae1bd045f03ebb7bc 2025-12-04T08:53:31.8422818Z * [new tag] trunk/29856679769b3dede478767e2fe6cfb51197cb25 -> trunk/29856679769b3dede478767e2fe6cfb51197cb25 2025-12-04T08:53:31.8424246Z * [new tag] trunk/29e5455a4740c326ab187c7aa7b5ef98034ea563 -> trunk/29e5455a4740c326ab187c7aa7b5ef98034ea563 2025-12-04T08:53:31.8425568Z * [new tag] trunk/2ac3ef882afb23136adc188975f0a8802fc68adf -> trunk/2ac3ef882afb23136adc188975f0a8802fc68adf 2025-12-04T08:53:31.8426698Z * [new tag] trunk/2bec68e73b64715354af076ad309335f943e36cd -> trunk/2bec68e73b64715354af076ad309335f943e36cd 2025-12-04T08:53:31.8428077Z * [new tag] trunk/2c87367e6f88662cd5cedbd1537748b7948c38e1 -> trunk/2c87367e6f88662cd5cedbd1537748b7948c38e1 2025-12-04T08:53:31.8429073Z * [new tag] trunk/2d1f78fe3ec13820f136a2e0336da12a25f41708 -> trunk/2d1f78fe3ec13820f136a2e0336da12a25f41708 2025-12-04T08:53:31.8430617Z * [new tag] trunk/2df6058f116a65722a0e03073402feb242572d35 -> trunk/2df6058f116a65722a0e03073402feb242572d35 2025-12-04T08:53:31.8431955Z * [new tag] trunk/2e0c2e170fe658c440775c8e5c44228aafcc47ec -> trunk/2e0c2e170fe658c440775c8e5c44228aafcc47ec 2025-12-04T08:53:31.8433237Z * [new tag] trunk/2f9b7dad7b5419b063bd0f2e204de192720ebb94 -> trunk/2f9b7dad7b5419b063bd0f2e204de192720ebb94 2025-12-04T08:53:31.8434486Z * [new tag] trunk/305168768a95d69c444df5cd334bb774edfe06f1 -> trunk/305168768a95d69c444df5cd334bb774edfe06f1 2025-12-04T08:53:31.8435718Z * [new tag] trunk/31fc12773026e8e00f054dd79ad9b2491e693b48 -> trunk/31fc12773026e8e00f054dd79ad9b2491e693b48 2025-12-04T08:53:31.8437029Z * [new tag] trunk/320de0c6b0a3e7c6d2693ea5c28d5d0156ba7991 -> trunk/320de0c6b0a3e7c6d2693ea5c28d5d0156ba7991 2025-12-04T08:53:31.8438262Z * [new tag] trunk/3418bd29475dff06695045fcdf93e7d0dac67da8 -> trunk/3418bd29475dff06695045fcdf93e7d0dac67da8 2025-12-04T08:53:31.8439487Z * [new tag] trunk/34a98608afa0cb5b48f0d6d30432fdd0a2614ddf -> trunk/34a98608afa0cb5b48f0d6d30432fdd0a2614ddf 2025-12-04T08:53:31.8440750Z * [new tag] trunk/35b7a9a26c5923d98aebaa41a031dae21788a9ee -> trunk/35b7a9a26c5923d98aebaa41a031dae21788a9ee 2025-12-04T08:53:31.8442051Z * [new tag] trunk/39d07dbf03a911bdd45d1af78d8638dc92074938 -> trunk/39d07dbf03a911bdd45d1af78d8638dc92074938 2025-12-04T08:53:31.8443207Z * [new tag] trunk/3cd98b4205ada151042cc7ff097a82d4a4b18725 -> trunk/3cd98b4205ada151042cc7ff097a82d4a4b18725 2025-12-04T08:53:31.8444438Z * [new tag] trunk/3d35fd20a78ff4d016fa80f4e5fad37191d7bcae -> trunk/3d35fd20a78ff4d016fa80f4e5fad37191d7bcae 2025-12-04T08:53:31.8445696Z * [new tag] trunk/409a5fee945c46a3edaf5df162812f201bfd7b2f -> trunk/409a5fee945c46a3edaf5df162812f201bfd7b2f 2025-12-04T08:53:31.8446924Z * [new tag] trunk/42e9005cda22da3f1c559c3649218cebd671027c -> trunk/42e9005cda22da3f1c559c3649218cebd671027c 2025-12-04T08:53:31.8448190Z * [new tag] trunk/43b94713bbf340d3c124fde02d0f73add4021247 -> trunk/43b94713bbf340d3c124fde02d0f73add4021247 2025-12-04T08:53:31.8449481Z * [new tag] trunk/44ac69388a4a5eb463dbd2a13f00d1e3b924566c -> trunk/44ac69388a4a5eb463dbd2a13f00d1e3b924566c 2025-12-04T08:53:31.8450694Z * [new tag] trunk/45d14e2497292be06ad36eaa1aaaf7c630a2586a -> trunk/45d14e2497292be06ad36eaa1aaaf7c630a2586a 2025-12-04T08:53:31.8451872Z * [new tag] trunk/45d310ad84854dff730c0b12e577d7998d978686 -> trunk/45d310ad84854dff730c0b12e577d7998d978686 2025-12-04T08:53:31.8453350Z * [new tag] trunk/47b28ddf7bd74b50fa93b307a7d3b183a6d77f54 -> trunk/47b28ddf7bd74b50fa93b307a7d3b183a6d77f54 2025-12-04T08:53:31.8454555Z * [new tag] trunk/481e5ab336275bd3acd5fa8a611b05b4469012af -> trunk/481e5ab336275bd3acd5fa8a611b05b4469012af 2025-12-04T08:53:31.8455793Z * [new tag] trunk/491731647f6b8a9345dcfb3bc9416aea254a7d96 -> trunk/491731647f6b8a9345dcfb3bc9416aea254a7d96 2025-12-04T08:53:31.8457045Z * [new tag] trunk/49a04d26088acc17d948ddd66920f3e16371e873 -> trunk/49a04d26088acc17d948ddd66920f3e16371e873 2025-12-04T08:53:31.8458287Z * [new tag] trunk/4bebc827c47d2f1f0fa1a417a5201a97aef3d985 -> trunk/4bebc827c47d2f1f0fa1a417a5201a97aef3d985 2025-12-04T08:53:31.8459389Z * [new tag] trunk/4c246677784c6a14bc2dbb9ff8773ef0a3a3222f -> trunk/4c246677784c6a14bc2dbb9ff8773ef0a3a3222f 2025-12-04T08:53:31.8460831Z * [new tag] trunk/4cfb47ff548b6d996641058cf04a70e311a4c3aa -> trunk/4cfb47ff548b6d996641058cf04a70e311a4c3aa 2025-12-04T08:53:31.8462146Z * [new tag] trunk/4e0061c1aa52f606dda8cfab0bd7591e588faf2c -> trunk/4e0061c1aa52f606dda8cfab0bd7591e588faf2c 2025-12-04T08:53:31.8463891Z * [new tag] trunk/4fefb8e7e942386ffac764a41b232241f82bea3a -> trunk/4fefb8e7e942386ffac764a41b232241f82bea3a 2025-12-04T08:53:31.8465076Z * [new tag] trunk/503b2640023521f5a35cd9a52fc8033d73a95d0d -> trunk/503b2640023521f5a35cd9a52fc8033d73a95d0d 2025-12-04T08:53:31.8466787Z * [new tag] trunk/518c2b1b3dab9a2ef2849e04b3bc2f20c1c41db9 -> trunk/518c2b1b3dab9a2ef2849e04b3bc2f20c1c41db9 2025-12-04T08:53:31.8468066Z * [new tag] trunk/5191b2fa68ba19960912bfd7fd721c79d76bb1f3 -> trunk/5191b2fa68ba19960912bfd7fd721c79d76bb1f3 2025-12-04T08:53:31.8469404Z * [new tag] trunk/52ac0f0dc4acacd219f1317fbc28ec631c01e07a -> trunk/52ac0f0dc4acacd219f1317fbc28ec631c01e07a 2025-12-04T08:53:31.8470689Z * [new tag] trunk/539ba711b029de9f191070f4f0d12f18f5b7f292 -> trunk/539ba711b029de9f191070f4f0d12f18f5b7f292 2025-12-04T08:53:31.8472068Z * [new tag] trunk/556375b55deebebbc56cb7aef81f4d52f031ba28 -> trunk/556375b55deebebbc56cb7aef81f4d52f031ba28 2025-12-04T08:53:31.8473370Z * [new tag] trunk/55c4ab554845481d0a69a3811937575fe8bb1a66 -> trunk/55c4ab554845481d0a69a3811937575fe8bb1a66 2025-12-04T08:53:31.8474680Z * [new tag] trunk/5634469fda9e5d98869c82c7d03bb08914245f96 -> trunk/5634469fda9e5d98869c82c7d03bb08914245f96 2025-12-04T08:53:31.8475839Z * [new tag] trunk/5778f6ff894686a975a9a23645178ae4c87ad5dc -> trunk/5778f6ff894686a975a9a23645178ae4c87ad5dc 2025-12-04T08:53:31.8477085Z * [new tag] trunk/587d63a3e07de5dc91065f9ef70bcacda9989068 -> trunk/587d63a3e07de5dc91065f9ef70bcacda9989068 2025-12-04T08:53:31.8478330Z * [new tag] trunk/597930f6b568852356ca9795dac76f9e4653adbd -> trunk/597930f6b568852356ca9795dac76f9e4653adbd 2025-12-04T08:53:31.8479516Z * [new tag] trunk/597df3a4e2a67b9fdbe1a89b2f4d74f822274db6 -> trunk/597df3a4e2a67b9fdbe1a89b2f4d74f822274db6 2025-12-04T08:53:31.8480872Z * [new tag] trunk/59abd50e931f4efb21b053f7a2911f5d8a49d883 -> trunk/59abd50e931f4efb21b053f7a2911f5d8a49d883 2025-12-04T08:53:31.8482126Z * [new tag] trunk/5a607febc04c3a2b5824c75f3f60307867439a2c -> trunk/5a607febc04c3a2b5824c75f3f60307867439a2c 2025-12-04T08:53:31.8483442Z * [new tag] trunk/5bf1cdf4755c54ef462b44cb8041b0a57311556b -> trunk/5bf1cdf4755c54ef462b44cb8041b0a57311556b 2025-12-04T08:53:31.8484533Z * [new tag] trunk/5f0030ba63d334d7e8c93a09e41403b89e4c573c -> trunk/5f0030ba63d334d7e8c93a09e41403b89e4c573c 2025-12-04T08:53:31.8485805Z * [new tag] trunk/5f21d27e71268464d362a96c9ac09ea475f7f202 -> trunk/5f21d27e71268464d362a96c9ac09ea475f7f202 2025-12-04T08:53:31.8487177Z * [new tag] trunk/5fafc13038c9988d9ac21fa793fbd5890604b447 -> trunk/5fafc13038c9988d9ac21fa793fbd5890604b447 2025-12-04T08:53:31.8488524Z * [new tag] trunk/61be54a31dc09b59d99b62176fb935aee0b924ef -> trunk/61be54a31dc09b59d99b62176fb935aee0b924ef 2025-12-04T08:53:31.8489787Z * [new tag] trunk/62d3ccd71484ed6a760d909b41487101bbc65719 -> trunk/62d3ccd71484ed6a760d909b41487101bbc65719 2025-12-04T08:53:31.8491032Z * [new tag] trunk/641cdb68ae27668eb441d0e49c87a0602c120c2b -> trunk/641cdb68ae27668eb441d0e49c87a0602c120c2b 2025-12-04T08:53:31.8492283Z * [new tag] trunk/65c4620d6bb0c6029f69762c22b91dda2294da9a -> trunk/65c4620d6bb0c6029f69762c22b91dda2294da9a 2025-12-04T08:53:31.8493555Z * [new tag] trunk/66004b993744b4106bf8afaba71f3c228a804206 -> trunk/66004b993744b4106bf8afaba71f3c228a804206 2025-12-04T08:53:31.8494884Z * [new tag] trunk/6658a04c7ca67acb64512341342e7b3ee13ee386 -> trunk/6658a04c7ca67acb64512341342e7b3ee13ee386 2025-12-04T08:53:31.8496197Z * [new tag] trunk/6864e309092a71f8ab0ca6a4dc7f8a4073fd31c4 -> trunk/6864e309092a71f8ab0ca6a4dc7f8a4073fd31c4 2025-12-04T08:53:31.8497467Z * [new tag] trunk/6c261c6cb07892c90ca19ed51c9705b1659a3f7d -> trunk/6c261c6cb07892c90ca19ed51c9705b1659a3f7d 2025-12-04T08:53:31.8498664Z * [new tag] trunk/6c8b6a043f1628188b6396b3a2a6e000ca68362b -> trunk/6c8b6a043f1628188b6396b3a2a6e000ca68362b 2025-12-04T08:53:31.8499909Z * [new tag] trunk/6ceb4a32f92ae67ce5d7d97931d17401ebf5ffa5 -> trunk/6ceb4a32f92ae67ce5d7d97931d17401ebf5ffa5 2025-12-04T08:53:31.8501343Z * [new tag] trunk/6e404e9b7d6f5fb0de86aa73888c3038248c17f8 -> trunk/6e404e9b7d6f5fb0de86aa73888c3038248c17f8 2025-12-04T08:53:31.8502690Z * [new tag] trunk/6ec30b490aee1db6bcdc7340abddef25784f08ec -> trunk/6ec30b490aee1db6bcdc7340abddef25784f08ec 2025-12-04T08:53:31.8504056Z * [new tag] trunk/6f2783a6c08e1db34275ff25176ffe9aebc30a71 -> trunk/6f2783a6c08e1db34275ff25176ffe9aebc30a71 2025-12-04T08:53:31.8505362Z * [new tag] trunk/6f53fefeb90ad3281119b5cfc4aa9ffd8a066e3d -> trunk/6f53fefeb90ad3281119b5cfc4aa9ffd8a066e3d 2025-12-04T08:53:31.8506609Z * [new tag] trunk/6f7dcf51e46d0c880db1a2f5c70de57adb576f4a -> trunk/6f7dcf51e46d0c880db1a2f5c70de57adb576f4a 2025-12-04T08:53:31.8507887Z * [new tag] trunk/6ff831180d2fa436c7f1c1af3adac641fce9d60e -> trunk/6ff831180d2fa436c7f1c1af3adac641fce9d60e 2025-12-04T08:53:31.8509150Z * [new tag] trunk/70076464a63ab218a7ceefb0e76ccd7131deb8f8 -> trunk/70076464a63ab218a7ceefb0e76ccd7131deb8f8 2025-12-04T08:53:31.8510367Z * [new tag] trunk/70d797a5fc109b20a517646fcaa819477cd0d485 -> trunk/70d797a5fc109b20a517646fcaa819477cd0d485 2025-12-04T08:53:31.8511703Z * [new tag] trunk/7348cb355ff0a6f79cd4871215aea72185748734 -> trunk/7348cb355ff0a6f79cd4871215aea72185748734 2025-12-04T08:53:31.8513049Z * [new tag] trunk/74fe26a1ebe32931783569f2e762e3c2c974901f -> trunk/74fe26a1ebe32931783569f2e762e3c2c974901f 2025-12-04T08:53:31.8514323Z * [new tag] trunk/76aeb8c7e0f795b3fddca134cbea9a69da3ee696 -> trunk/76aeb8c7e0f795b3fddca134cbea9a69da3ee696 2025-12-04T08:53:31.8515627Z * [new tag] trunk/7741edd4ed665f3988052e260863efb508d61a03 -> trunk/7741edd4ed665f3988052e260863efb508d61a03 2025-12-04T08:53:31.8516958Z * [new tag] trunk/78adb3b3df41b45d2368b67226d2f864b78939a6 -> trunk/78adb3b3df41b45d2368b67226d2f864b78939a6 2025-12-04T08:53:31.8518234Z * [new tag] trunk/79d7b178225e5ed24d4e1db74e5abbff848f5fb7 -> trunk/79d7b178225e5ed24d4e1db74e5abbff848f5fb7 2025-12-04T08:53:31.8519374Z * [new tag] trunk/7a1e316115fc6996b3f2336822ba5d5f6179f0c3 -> trunk/7a1e316115fc6996b3f2336822ba5d5f6179f0c3 2025-12-04T08:53:31.8520586Z * [new tag] trunk/7a41b66367c38d0af3e8a90f7be48d6b281e7bca -> trunk/7a41b66367c38d0af3e8a90f7be48d6b281e7bca 2025-12-04T08:53:31.8521829Z * [new tag] trunk/7b7af390ea8541c611d1ce2018a6934188fc197b -> trunk/7b7af390ea8541c611d1ce2018a6934188fc197b 2025-12-04T08:53:31.8523297Z * [new tag] trunk/7ba4680f3755a560af81aa0f688791e367aa3609 -> trunk/7ba4680f3755a560af81aa0f688791e367aa3609 2025-12-04T08:53:31.8524615Z * [new tag] trunk/7bc2a66ded06a0b2549aa51d807edc5dc3e73d1b -> trunk/7bc2a66ded06a0b2549aa51d807edc5dc3e73d1b 2025-12-04T08:53:31.8525582Z * [new tag] trunk/7c648509a7470ace9fb2bae960dd4790f7e943e9 -> trunk/7c648509a7470ace9fb2bae960dd4790f7e943e9 2025-12-04T08:53:31.8526919Z * [new tag] trunk/7cbc2d034cecd21ab5c9707d0a9c525c17143fb8 -> trunk/7cbc2d034cecd21ab5c9707d0a9c525c17143fb8 2025-12-04T08:53:31.8528206Z * [new tag] trunk/7d1bbaf4ba301ea3fba6f3c7bc02d58f6417aaed -> trunk/7d1bbaf4ba301ea3fba6f3c7bc02d58f6417aaed 2025-12-04T08:53:31.8529434Z * [new tag] trunk/7d2a33e4ebf60b217a3cd77feae19231eb996fc8 -> trunk/7d2a33e4ebf60b217a3cd77feae19231eb996fc8 2025-12-04T08:53:31.8530791Z * [new tag] trunk/7eb625920054b1126a7d2d99818aaa188c6ba95e -> trunk/7eb625920054b1126a7d2d99818aaa188c6ba95e 2025-12-04T08:53:31.8531686Z * [new tag] trunk/7f55ba19c456a3d6cc443dd9edb6bb7cca677ead -> trunk/7f55ba19c456a3d6cc443dd9edb6bb7cca677ead 2025-12-04T08:53:31.8533136Z * [new tag] trunk/81af382128efa094d8702e18f2c133760904c718 -> trunk/81af382128efa094d8702e18f2c133760904c718 2025-12-04T08:53:31.8534515Z * [new tag] trunk/84149583d483e9c973c9a0feda70e4f3964947b0 -> trunk/84149583d483e9c973c9a0feda70e4f3964947b0 2025-12-04T08:53:31.8535982Z * [new tag] trunk/85a315917efe82c24306be805c584ec044951c75 -> trunk/85a315917efe82c24306be805c584ec044951c75 2025-12-04T08:53:31.8537264Z * [new tag] trunk/87329491c82a5f8c1cc4ec11d8f55a5de2551ece -> trunk/87329491c82a5f8c1cc4ec11d8f55a5de2551ece 2025-12-04T08:53:31.8538397Z * [new tag] trunk/892640e25aeefa8007c5af837214b4502b6b62a6 -> trunk/892640e25aeefa8007c5af837214b4502b6b62a6 2025-12-04T08:53:31.8539807Z * [new tag] trunk/89e3bbcb5b5321dc8b9520b4d5a8ee60cea1d0b4 -> trunk/89e3bbcb5b5321dc8b9520b4d5a8ee60cea1d0b4 2025-12-04T08:53:31.8541033Z * [new tag] trunk/8c73bbbb02159223c0c97d268a0a74cb78158a1c -> trunk/8c73bbbb02159223c0c97d268a0a74cb78158a1c 2025-12-04T08:53:31.8542419Z * [new tag] trunk/8d56e98c8db988a22cb2dfaeefb30bc7d2a3cc43 -> trunk/8d56e98c8db988a22cb2dfaeefb30bc7d2a3cc43 2025-12-04T08:53:31.8543817Z * [new tag] trunk/8d9dd9603e5ee26c01007f0cd4f018e584840922 -> trunk/8d9dd9603e5ee26c01007f0cd4f018e584840922 2025-12-04T08:53:31.8545092Z * [new tag] trunk/8ef0c0b02b062d75e7c9be2594914a3e784d23ca -> trunk/8ef0c0b02b062d75e7c9be2594914a3e784d23ca 2025-12-04T08:53:31.8546376Z * [new tag] trunk/90b27e7e8352cde97d32ddad24740ef819633f38 -> trunk/90b27e7e8352cde97d32ddad24740ef819633f38 2025-12-04T08:53:31.8547553Z * [new tag] trunk/90f0139e64b2951815d524b6a373bed20c4fbf90 -> trunk/90f0139e64b2951815d524b6a373bed20c4fbf90 2025-12-04T08:53:31.8549067Z * [new tag] trunk/93d0d6838c56af59b0dba794e6aa08f0c1c7799c -> trunk/93d0d6838c56af59b0dba794e6aa08f0c1c7799c 2025-12-04T08:53:31.8550333Z * [new tag] trunk/94ca8d5f1e81fea3ae488650a0fb6795049a9f87 -> trunk/94ca8d5f1e81fea3ae488650a0fb6795049a9f87 2025-12-04T08:53:31.8551587Z * [new tag] trunk/9844fbeadd5cebdf1281d6fbf79164139c352693 -> trunk/9844fbeadd5cebdf1281d6fbf79164139c352693 2025-12-04T08:53:31.8553006Z * [new tag] trunk/99024dec888ec1e50b546822a32b6fb2f35e5eaa -> trunk/99024dec888ec1e50b546822a32b6fb2f35e5eaa 2025-12-04T08:53:31.8554367Z * [new tag] trunk/9a296e640fc88aa44d275b48cd9cc30c573b169d -> trunk/9a296e640fc88aa44d275b48cd9cc30c573b169d 2025-12-04T08:53:31.8555672Z * [new tag] trunk/9b3e34d8589b29f7b4e7fab6f78711b7ca6e4639 -> trunk/9b3e34d8589b29f7b4e7fab6f78711b7ca6e4639 2025-12-04T08:53:31.8556895Z * [new tag] trunk/9cd055e547e9b67a5f9827f8999c38d7eda1bcb8 -> trunk/9cd055e547e9b67a5f9827f8999c38d7eda1bcb8 2025-12-04T08:53:31.8558188Z * [new tag] trunk/9f0df5686cb4ada94f94620acba2e3c3f363b11d -> trunk/9f0df5686cb4ada94f94620acba2e3c3f363b11d 2025-12-04T08:53:31.8559427Z * [new tag] trunk/9f7fceb887d0cfa0326a59b887821c63ff11340a -> trunk/9f7fceb887d0cfa0326a59b887821c63ff11340a 2025-12-04T08:53:31.8560713Z * [new tag] trunk/9f8ef8855d3078d70f7b782540ff2aaf158d6742 -> trunk/9f8ef8855d3078d70f7b782540ff2aaf158d6742 2025-12-04T08:53:31.8562086Z * [new tag] trunk/9fb52efc797b47a1f425a03aa5e47b866d8b1098 -> trunk/9fb52efc797b47a1f425a03aa5e47b866d8b1098 2025-12-04T08:53:31.8563361Z * [new tag] trunk/9ff4a2ebc5762d46c73e46b1b523d7ff349fedfa -> trunk/9ff4a2ebc5762d46c73e46b1b523d7ff349fedfa 2025-12-04T08:53:31.8564675Z * [new tag] trunk/a0f3937b94422354538ebbd47202d5b0e8a3fd0d -> trunk/a0f3937b94422354538ebbd47202d5b0e8a3fd0d 2025-12-04T08:53:31.8565995Z * [new tag] trunk/a15066c28b3145e6edbfc88359d0411d14cfc70c -> trunk/a15066c28b3145e6edbfc88359d0411d14cfc70c 2025-12-04T08:53:31.8567280Z * [new tag] trunk/a20f775e82564d2a9979221ed7f3b8d7cf54ce90 -> trunk/a20f775e82564d2a9979221ed7f3b8d7cf54ce90 2025-12-04T08:53:31.8568550Z * [new tag] trunk/a2973fb00ec002dd4b6bbf07385f066efb259b8c -> trunk/a2973fb00ec002dd4b6bbf07385f066efb259b8c 2025-12-04T08:53:31.8569721Z * [new tag] trunk/a7dc6dab9ad911259d4801c502907e531594db45 -> trunk/a7dc6dab9ad911259d4801c502907e531594db45 2025-12-04T08:53:31.8571041Z * [new tag] trunk/a951a9cee65c01660bbc6e6fded90ecb10fa6109 -> trunk/a951a9cee65c01660bbc6e6fded90ecb10fa6109 2025-12-04T08:53:31.8572377Z * [new tag] trunk/abfa1a6d65c7c159e35c72c25979b9da4971689e -> trunk/abfa1a6d65c7c159e35c72c25979b9da4971689e 2025-12-04T08:53:31.8573641Z * [new tag] trunk/ae3a2395bf66151078e2d201716f7d63ce1c6f3e -> trunk/ae3a2395bf66151078e2d201716f7d63ce1c6f3e 2025-12-04T08:53:31.8574876Z * [new tag] trunk/afdff7f0325080dedac44d080cb5a3b0e65e6c5e -> trunk/afdff7f0325080dedac44d080cb5a3b0e65e6c5e 2025-12-04T08:53:31.8575972Z * [new tag] trunk/b1aed4e7a72c03a38f44543aaea0dae2e9b76d48 -> trunk/b1aed4e7a72c03a38f44543aaea0dae2e9b76d48 2025-12-04T08:53:31.8577332Z * [new tag] trunk/b1decff555cd50e2123c8c6e25cc0d447c411f62 -> trunk/b1decff555cd50e2123c8c6e25cc0d447c411f62 2025-12-04T08:53:31.8578676Z * [new tag] trunk/b2b6b034c9fd08672c40e63ef243556ad4c49bd2 -> trunk/b2b6b034c9fd08672c40e63ef243556ad4c49bd2 2025-12-04T08:53:31.8579958Z * [new tag] trunk/b39813b4a04931682b0491adba2138d01d716d99 -> trunk/b39813b4a04931682b0491adba2138d01d716d99 2025-12-04T08:53:31.8581269Z * [new tag] trunk/b3a7edb2311367974cc7cd764cfb11a5d6758b24 -> trunk/b3a7edb2311367974cc7cd764cfb11a5d6758b24 2025-12-04T08:53:31.8582633Z * [new tag] trunk/b4cc1329c86acaef6d42c1fac7169b8d870ab0d7 -> trunk/b4cc1329c86acaef6d42c1fac7169b8d870ab0d7 2025-12-04T08:53:31.8583997Z * [new tag] trunk/b555c39217f765759954a4f9f9bd1e9b87bed11a -> trunk/b555c39217f765759954a4f9f9bd1e9b87bed11a 2025-12-04T08:53:31.8585300Z * [new tag] trunk/b6b6c80379388b7f9932c3e6a0f9907bf430e417 -> trunk/b6b6c80379388b7f9932c3e6a0f9907bf430e417 2025-12-04T08:53:31.8586627Z * [new tag] trunk/b6b6d912df0b6f4082f8e50b18bd1de1dd7325f4 -> trunk/b6b6d912df0b6f4082f8e50b18bd1de1dd7325f4 2025-12-04T08:53:31.8587979Z * [new tag] trunk/b7d60685f8cbc939b68a20871e90db67e729329b -> trunk/b7d60685f8cbc939b68a20871e90db67e729329b 2025-12-04T08:53:31.8589276Z * [new tag] trunk/b7f6b9a4fc6259f7af068f31868b3119bb1bac3e -> trunk/b7f6b9a4fc6259f7af068f31868b3119bb1bac3e 2025-12-04T08:53:31.8590567Z * [new tag] trunk/b8c4ba3593761e7b2a3ebd86f040fb07b47c02cf -> trunk/b8c4ba3593761e7b2a3ebd86f040fb07b47c02cf 2025-12-04T08:53:31.8591898Z * [new tag] trunk/b9c8f3a4884befb965ff42620ce44a71b04887f5 -> trunk/b9c8f3a4884befb965ff42620ce44a71b04887f5 2025-12-04T08:53:31.8593147Z * [new tag] trunk/ba1412546f3082c0958c077acc2025e4dbc33f1f -> trunk/ba1412546f3082c0958c077acc2025e4dbc33f1f 2025-12-04T08:53:31.8594488Z * [new tag] trunk/bac403c0b38c63bdbcc0c31f1c2b0bc0260f610f -> trunk/bac403c0b38c63bdbcc0c31f1c2b0bc0260f610f 2025-12-04T08:53:31.8595820Z * [new tag] trunk/bb3034198b459401fabeab254e1b99f0115046e2 -> trunk/bb3034198b459401fabeab254e1b99f0115046e2 2025-12-04T08:53:31.8597157Z * [new tag] trunk/bc39b2b3bc7a6e19a42e62bd576974035086fe55 -> trunk/bc39b2b3bc7a6e19a42e62bd576974035086fe55 2025-12-04T08:53:31.8598466Z * [new tag] trunk/bc43d5b297f207a11d83d77ddf0152bdaabe15a8 -> trunk/bc43d5b297f207a11d83d77ddf0152bdaabe15a8 2025-12-04T08:53:31.8600231Z * [new tag] trunk/bc6a4863c7246a6493d16d4ea6eee71ec07c6a09 -> trunk/bc6a4863c7246a6493d16d4ea6eee71ec07c6a09 2025-12-04T08:53:31.8601192Z * [new tag] trunk/bea4912944defdbcb8b061800caab6cbbbd01df5 -> trunk/bea4912944defdbcb8b061800caab6cbbbd01df5 2025-12-04T08:53:31.8602866Z * [new tag] trunk/c04e2c656f48d82d1521b867bbbf03967b9b7564 -> trunk/c04e2c656f48d82d1521b867bbbf03967b9b7564 2025-12-04T08:53:31.8604209Z * [new tag] trunk/c0660bcee27e7d7731634e274576a7081882bede -> trunk/c0660bcee27e7d7731634e274576a7081882bede 2025-12-04T08:53:31.8605555Z * [new tag] trunk/c178ed43d3d99cbefe84fbfb21d6f282b20d62ac -> trunk/c178ed43d3d99cbefe84fbfb21d6f282b20d62ac 2025-12-04T08:53:31.8606867Z * [new tag] trunk/c55b1e8f61d041ee436d697449eb028931d574fb -> trunk/c55b1e8f61d041ee436d697449eb028931d574fb 2025-12-04T08:53:31.8608053Z * [new tag] trunk/c6ae7579fe12fe75f1a8f7043a494c90567273f1 -> trunk/c6ae7579fe12fe75f1a8f7043a494c90567273f1 2025-12-04T08:53:31.8609499Z * [new tag] trunk/c8210e7d94bad5ae21ac389fa4ba8a463c76c4d0 -> trunk/c8210e7d94bad5ae21ac389fa4ba8a463c76c4d0 2025-12-04T08:53:31.8610831Z * [new tag] trunk/cc0853af42122f8185321f542616f4474e717f09 -> trunk/cc0853af42122f8185321f542616f4474e717f09 2025-12-04T08:53:31.8612014Z * [new tag] trunk/cddec6562eabfa390d014fa3741a5659cf9c94c9 -> trunk/cddec6562eabfa390d014fa3741a5659cf9c94c9 2025-12-04T08:53:31.8613339Z * [new tag] trunk/ce5e7e3bf1f4b69a4f4f93d288ba75b906df492a -> trunk/ce5e7e3bf1f4b69a4f4f93d288ba75b906df492a 2025-12-04T08:53:31.8614584Z * [new tag] trunk/d038b0130ec7c20ebcac219301292fd8e98a1ace -> trunk/d038b0130ec7c20ebcac219301292fd8e98a1ace 2025-12-04T08:53:31.8615830Z * [new tag] trunk/d16447dacaf2420ea175f0c275c75da951f57d39 -> trunk/d16447dacaf2420ea175f0c275c75da951f57d39 2025-12-04T08:53:31.8617168Z * [new tag] trunk/d19f1e8cab6810bb2e99141f9976665954c67a50 -> trunk/d19f1e8cab6810bb2e99141f9976665954c67a50 2025-12-04T08:53:31.8618466Z * [new tag] trunk/d1c9f03b2a5af4104721712f8cdffe9b4f340c01 -> trunk/d1c9f03b2a5af4104721712f8cdffe9b4f340c01 2025-12-04T08:53:31.8619765Z * [new tag] trunk/d40f4950f2b7f7aa380a22fe0f6166e71680fbcf -> trunk/d40f4950f2b7f7aa380a22fe0f6166e71680fbcf 2025-12-04T08:53:31.8621121Z * [new tag] trunk/d5038950bacfe36bbf24a47a455fe76901deb8e8 -> trunk/d5038950bacfe36bbf24a47a455fe76901deb8e8 2025-12-04T08:53:31.8622416Z * [new tag] trunk/d54ff42903c2ae0533931ff11d23b35f875bdb3d -> trunk/d54ff42903c2ae0533931ff11d23b35f875bdb3d 2025-12-04T08:53:31.8623835Z * [new tag] trunk/d76697633a2d2b9cced1ae21161849b33bfe7e47 -> trunk/d76697633a2d2b9cced1ae21161849b33bfe7e47 2025-12-04T08:53:31.8625184Z * [new tag] trunk/d78f52b199c547106d4cd9d2856dd0805c118bf1 -> trunk/d78f52b199c547106d4cd9d2856dd0805c118bf1 2025-12-04T08:53:31.8626461Z * [new tag] trunk/d8fd5c6eed28e5004150691d048a3f6785e19a8e -> trunk/d8fd5c6eed28e5004150691d048a3f6785e19a8e 2025-12-04T08:53:31.8627760Z * [new tag] trunk/d900f5e86745dec76713f4b0ef07005ef36b2f5a -> trunk/d900f5e86745dec76713f4b0ef07005ef36b2f5a 2025-12-04T08:53:31.8629062Z * [new tag] trunk/d973dc6b87d763859fe1c5bd1287e3b6b1c49d1b -> trunk/d973dc6b87d763859fe1c5bd1287e3b6b1c49d1b 2025-12-04T08:53:31.8630367Z * [new tag] trunk/d998c03304cb6ede76e1ed535b4ddeb6c2bf40ec -> trunk/d998c03304cb6ede76e1ed535b4ddeb6c2bf40ec 2025-12-04T08:53:31.8631741Z * [new tag] trunk/d9cb8a70833101dbbe16b99520cfbdd70d0a87bf -> trunk/d9cb8a70833101dbbe16b99520cfbdd70d0a87bf 2025-12-04T08:53:31.8633436Z * [new tag] trunk/d9d5e91b43f70eb8637af55db6856d49be391ffd -> trunk/d9d5e91b43f70eb8637af55db6856d49be391ffd 2025-12-04T08:53:31.8634836Z * [new tag] trunk/dd18a75336a4fbd7497955cc5665904724fce889 -> trunk/dd18a75336a4fbd7497955cc5665904724fce889 2025-12-04T08:53:31.8636074Z * [new tag] trunk/ded9bcd61a059bf723e6e84689552962b480ea77 -> trunk/ded9bcd61a059bf723e6e84689552962b480ea77 2025-12-04T08:53:31.8637564Z * [new tag] trunk/dfbd3714d15c37a7b83b322a6b60f997fc00f50c -> trunk/dfbd3714d15c37a7b83b322a6b60f997fc00f50c 2025-12-04T08:53:31.8639044Z * [new tag] trunk/e115f9f4e4b039f8e9a642aaa2bd8254a920541b -> trunk/e115f9f4e4b039f8e9a642aaa2bd8254a920541b 2025-12-04T08:53:31.8640200Z * [new tag] trunk/e3f24fd73ad74c6e7176687986436956c7c18235 -> trunk/e3f24fd73ad74c6e7176687986436956c7c18235 2025-12-04T08:53:31.8641567Z * [new tag] trunk/e7d24d3ff93d1503ba63860b7057438ad93f918e -> trunk/e7d24d3ff93d1503ba63860b7057438ad93f918e 2025-12-04T08:53:31.8642958Z * [new tag] trunk/ea7035f462a0d2830865ee86c832bd101e1427fc -> trunk/ea7035f462a0d2830865ee86c832bd101e1427fc 2025-12-04T08:53:31.8644257Z * [new tag] trunk/eb5c63652a33da42e7018c23df5f20a3eb4c6ccf -> trunk/eb5c63652a33da42e7018c23df5f20a3eb4c6ccf 2025-12-04T08:53:31.8645534Z * [new tag] trunk/ec2c71f5c85021b8938cdafadce24c15a36fd93e -> trunk/ec2c71f5c85021b8938cdafadce24c15a36fd93e 2025-12-04T08:53:31.8646855Z * [new tag] trunk/ecbcc3f6bf327856b435b259ac63cc2f328c4b4e -> trunk/ecbcc3f6bf327856b435b259ac63cc2f328c4b4e 2025-12-04T08:53:31.8648495Z * [new tag] trunk/ee87bbe876c42575e961b32a0827d76bc9782ca2 -> trunk/ee87bbe876c42575e961b32a0827d76bc9782ca2 2025-12-04T08:53:31.8649770Z * [new tag] trunk/ef019d1d431c4c5a95b594cb90d40a50cd00f5e4 -> trunk/ef019d1d431c4c5a95b594cb90d40a50cd00f5e4 2025-12-04T08:53:31.8651054Z * [new tag] trunk/ef8ecc13830a86c4b231f1aad9aba7851db61b53 -> trunk/ef8ecc13830a86c4b231f1aad9aba7851db61b53 2025-12-04T08:53:31.8652311Z * [new tag] trunk/f1076f5510920044912247b1abb8760cb820f598 -> trunk/f1076f5510920044912247b1abb8760cb820f598 2025-12-04T08:53:31.8653603Z * [new tag] trunk/f2d6a75a00a1d648ca9a0abc6a33e14c3dea6c40 -> trunk/f2d6a75a00a1d648ca9a0abc6a33e14c3dea6c40 2025-12-04T08:53:31.8654900Z * [new tag] trunk/f47dd0ddef1359e5b43e4b962412f67b30ecde56 -> trunk/f47dd0ddef1359e5b43e4b962412f67b30ecde56 2025-12-04T08:53:31.8656260Z * [new tag] trunk/f49d32dfa4730dcfb1b60eeeb369b5889da983c8 -> trunk/f49d32dfa4730dcfb1b60eeeb369b5889da983c8 2025-12-04T08:53:31.8657469Z * [new tag] trunk/f4dedf78fc30fd4b93975787ca6074ee89db9467 -> trunk/f4dedf78fc30fd4b93975787ca6074ee89db9467 2025-12-04T08:53:31.8658798Z * [new tag] trunk/f7c0d03819ebed05c4038f095d66d1b8c54aca17 -> trunk/f7c0d03819ebed05c4038f095d66d1b8c54aca17 2025-12-04T08:53:31.8660074Z * [new tag] trunk/f7e1bd80a063e17453c361837ba6ea2570920a73 -> trunk/f7e1bd80a063e17453c361837ba6ea2570920a73 2025-12-04T08:53:31.8661252Z * [new tag] trunk/f9bd6c53624c7c0ea3772de78498326e84c2f0e7 -> trunk/f9bd6c53624c7c0ea3772de78498326e84c2f0e7 2025-12-04T08:53:31.8662662Z * [new tag] trunk/fb5be221a46b51bfc9509013b0d85bc5a9d4f15b -> trunk/fb5be221a46b51bfc9509013b0d85bc5a9d4f15b 2025-12-04T08:53:31.8664029Z * [new tag] trunk/fdf863d5e1de3b2688c9511e96876e34581dbfd7 -> trunk/fdf863d5e1de3b2688c9511e96876e34581dbfd7 2025-12-04T08:53:31.8665724Z * [new tag] trunk/fe0e65adfc0e7ca6e5f57e6ea8b16bd5cc967307 -> trunk/fe0e65adfc0e7ca6e5f57e6ea8b16bd5cc967307 2025-12-04T08:53:31.8667025Z * [new tag] trunk/fec710bf89173f5355468a7ce1afe9157c3d9009 -> trunk/fec710bf89173f5355468a7ce1afe9157c3d9009 2025-12-04T08:53:31.8668228Z * [new tag] trunk/ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 -> trunk/ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T08:53:31.8669303Z * [new tag] v0.1.1 -> v0.1.1 2025-12-04T08:53:31.8670617Z * [new tag] v0.1.10 -> v0.1.10 2025-12-04T08:53:31.8671703Z * [new tag] v0.1.11 -> v0.1.11 2025-12-04T08:53:31.8672891Z * [new tag] v0.1.12 -> v0.1.12 2025-12-04T08:53:31.8674042Z * [new tag] v0.1.2 -> v0.1.2 2025-12-04T08:53:31.8675161Z * [new tag] v0.1.3 -> v0.1.3 2025-12-04T08:53:31.8676342Z * [new tag] v0.1.4 -> v0.1.4 2025-12-04T08:53:31.8677669Z * [new tag] v0.1.5 -> v0.1.5 2025-12-04T08:53:31.8678770Z * [new tag] v0.1.6 -> v0.1.6 2025-12-04T08:53:31.8679973Z * [new tag] v0.1.7 -> v0.1.7 2025-12-04T08:53:31.8681141Z * [new tag] v0.1.8 -> v0.1.8 2025-12-04T08:53:31.8682339Z * [new tag] v0.1.9 -> v0.1.9 2025-12-04T08:53:31.8683549Z * [new tag] v0.2.0 -> v0.2.0 2025-12-04T08:53:31.8684826Z * [new tag] v0.3.0 -> v0.3.0 2025-12-04T08:53:31.8686217Z * [new tag] v0.3.1 -> v0.3.1 2025-12-04T08:53:31.8687473Z * [new tag] v0.4.0 -> v0.4.0 2025-12-04T08:53:31.8688626Z * [new tag] v0.4.1 -> v0.4.1 2025-12-04T08:53:31.8689823Z * [new tag] v1.0.0 -> v1.0.0 2025-12-04T08:53:31.8691050Z * [new tag] v1.0.0a0 -> v1.0.0a0 2025-12-04T08:53:31.8692278Z * [new tag] v1.0.1 -> v1.0.1 2025-12-04T08:53:31.8693457Z * [new tag] v1.0rc0 -> v1.0rc0 2025-12-04T08:53:31.8694486Z * [new tag] v1.0rc1 -> v1.0rc1 2025-12-04T08:53:31.8695716Z * [new tag] v1.1.0 -> v1.1.0 2025-12-04T08:53:31.8696946Z * [new tag] v1.1.0a0 -> v1.1.0a0 2025-12-04T08:53:31.8698340Z * [new tag] v1.10.0 -> v1.10.0 2025-12-04T08:53:31.8699738Z * [new tag] v1.10.0-rc1 -> v1.10.0-rc1 2025-12-04T08:53:31.8701070Z * [new tag] v1.10.0-rc2 -> v1.10.0-rc2 2025-12-04T08:53:31.8702122Z * [new tag] v1.10.0-rc3 -> v1.10.0-rc3 2025-12-04T08:53:31.8703515Z * [new tag] v1.10.1 -> v1.10.1 2025-12-04T08:53:31.8704564Z * [new tag] v1.10.1-rc1 -> v1.10.1-rc1 2025-12-04T08:53:31.8705584Z * [new tag] v1.10.2 -> v1.10.2 2025-12-04T08:53:31.8706634Z * [new tag] v1.10.2-rc1 -> v1.10.2-rc1 2025-12-04T08:53:31.8707857Z * [new tag] v1.11.0 -> v1.11.0 2025-12-04T08:53:31.8709116Z * [new tag] v1.11.0-rc1 -> v1.11.0-rc1 2025-12-04T08:53:31.8710407Z * [new tag] v1.11.0-rc2 -> v1.11.0-rc2 2025-12-04T08:53:31.8711683Z * [new tag] v1.11.0-rc3 -> v1.11.0-rc3 2025-12-04T08:53:31.8712960Z * [new tag] v1.11.0-rc4 -> v1.11.0-rc4 2025-12-04T08:53:31.8714245Z * [new tag] v1.11.0-rc5 -> v1.11.0-rc5 2025-12-04T08:53:31.8715271Z * [new tag] v1.11.0-rc6 -> v1.11.0-rc6 2025-12-04T08:53:31.8716290Z * [new tag] v1.11.0-rc7 -> v1.11.0-rc7 2025-12-04T08:53:31.8717528Z * [new tag] v1.12.0 -> v1.12.0 2025-12-04T08:53:31.8718777Z * [new tag] v1.12.0-rc1 -> v1.12.0-rc1 2025-12-04T08:53:31.8719992Z * [new tag] v1.12.0-rc2 -> v1.12.0-rc2 2025-12-04T08:53:31.8721537Z * [new tag] v1.12.0-rc3 -> v1.12.0-rc3 2025-12-04T08:53:31.8722635Z * [new tag] v1.12.0-rc4 -> v1.12.0-rc4 2025-12-04T08:53:31.8723860Z * [new tag] v1.12.0-rc5 -> v1.12.0-rc5 2025-12-04T08:53:31.8725195Z * [new tag] v1.12.0-rc6 -> v1.12.0-rc6 2025-12-04T08:53:31.8726629Z * [new tag] v1.12.0-rc7 -> v1.12.0-rc7 2025-12-04T08:53:31.8727776Z * [new tag] v1.12.0-rc8 -> v1.12.0-rc8 2025-12-04T08:53:31.8728815Z * [new tag] v1.12.1 -> v1.12.1 2025-12-04T08:53:31.8730133Z * [new tag] v1.12.1-rc1 -> v1.12.1-rc1 2025-12-04T08:53:31.8731367Z * [new tag] v1.12.1-rc2 -> v1.12.1-rc2 2025-12-04T08:53:31.8732660Z * [new tag] v1.12.1-rc3 -> v1.12.1-rc3 2025-12-04T08:53:31.8733939Z * [new tag] v1.12.1-rc4 -> v1.12.1-rc4 2025-12-04T08:53:31.8734995Z * [new tag] v1.12.1-rc5 -> v1.12.1-rc5 2025-12-04T08:53:31.8736267Z * [new tag] v1.13.0 -> v1.13.0 2025-12-04T08:53:31.8737514Z * [new tag] v1.13.0-rc1 -> v1.13.0-rc1 2025-12-04T08:53:31.8738725Z * [new tag] v1.13.0-rc2 -> v1.13.0-rc2 2025-12-04T08:53:31.8739897Z * [new tag] v1.13.0-rc3 -> v1.13.0-rc3 2025-12-04T08:53:31.8741314Z * [new tag] v1.13.0-rc4 -> v1.13.0-rc4 2025-12-04T08:53:31.8742264Z * [new tag] v1.13.0-rc5 -> v1.13.0-rc5 2025-12-04T08:53:31.8743526Z * [new tag] v1.13.0-rc6 -> v1.13.0-rc6 2025-12-04T08:53:31.8744919Z * [new tag] v1.13.1 -> v1.13.1 2025-12-04T08:53:31.8745954Z * [new tag] v1.13.1-rc1 -> v1.13.1-rc1 2025-12-04T08:53:31.8747146Z * [new tag] v1.2.0 -> v1.2.0 2025-12-04T08:53:31.8748393Z * [new tag] v1.2.0a0 -> v1.2.0a0 2025-12-04T08:53:31.8749596Z * [new tag] v1.3.0 -> v1.3.0 2025-12-04T08:53:31.8750840Z * [new tag] v1.3.0a0 -> v1.3.0a0 2025-12-04T08:53:31.8751875Z * [new tag] v1.3.1 -> v1.3.1 2025-12-04T08:53:31.8753067Z * [new tag] v1.4.0 -> v1.4.0 2025-12-04T08:53:31.8754248Z * [new tag] v1.4.0a0 -> v1.4.0a0 2025-12-04T08:53:31.8755263Z * [new tag] v1.4.1 -> v1.4.1 2025-12-04T08:53:31.8756595Z * [new tag] v1.5.0 -> v1.5.0 2025-12-04T08:53:31.8757905Z * [new tag] v1.5.0-rc1 -> v1.5.0-rc1 2025-12-04T08:53:31.8759170Z * [new tag] v1.5.0-rc2 -> v1.5.0-rc2 2025-12-04T08:53:31.8760471Z * [new tag] v1.5.0-rc3 -> v1.5.0-rc3 2025-12-04T08:53:31.8761600Z * [new tag] v1.5.0-rc4 -> v1.5.0-rc4 2025-12-04T08:53:31.8762663Z * [new tag] v1.5.0-rc5 -> v1.5.0-rc5 2025-12-04T08:53:31.8764015Z * [new tag] v1.5.1 -> v1.5.1 2025-12-04T08:53:31.8765081Z * [new tag] v1.5.1-rc1 -> v1.5.1-rc1 2025-12-04T08:53:31.8766128Z * [new tag] v1.6.0 -> v1.6.0 2025-12-04T08:53:31.8767387Z * [new tag] v1.6.0-rc1 -> v1.6.0-rc1 2025-12-04T08:53:31.8768673Z * [new tag] v1.6.0-rc2 -> v1.6.0-rc2 2025-12-04T08:53:31.8769958Z * [new tag] v1.6.0-rc3 -> v1.6.0-rc3 2025-12-04T08:53:31.8771246Z * [new tag] v1.6.0-rc4 -> v1.6.0-rc4 2025-12-04T08:53:31.8772473Z * [new tag] v1.6.0-rc5 -> v1.6.0-rc5 2025-12-04T08:53:31.8773682Z * [new tag] v1.6.0-rc6 -> v1.6.0-rc6 2025-12-04T08:53:31.8774728Z * [new tag] v1.6.0-rc7 -> v1.6.0-rc7 2025-12-04T08:53:31.8775985Z * [new tag] v1.7.0 -> v1.7.0 2025-12-04T08:53:31.8777215Z * [new tag] v1.7.0-rc1 -> v1.7.0-rc1 2025-12-04T08:53:31.8778598Z * [new tag] v1.7.0-rc2 -> v1.7.0-rc2 2025-12-04T08:53:31.8779969Z * [new tag] v1.7.0-rc3 -> v1.7.0-rc3 2025-12-04T08:53:31.8781002Z * [new tag] v1.7.0-rc4 -> v1.7.0-rc4 2025-12-04T08:53:31.8782256Z * [new tag] v1.7.1 -> v1.7.1 2025-12-04T08:53:31.8783738Z * [new tag] v1.7.1-rc1 -> v1.7.1-rc1 2025-12-04T08:53:31.8784938Z * [new tag] v1.7.1-rc2 -> v1.7.1-rc2 2025-12-04T08:53:31.8786025Z * [new tag] v1.7.1-rc3 -> v1.7.1-rc3 2025-12-04T08:53:31.8787281Z * [new tag] v1.8.0 -> v1.8.0 2025-12-04T08:53:31.8788346Z * [new tag] v1.8.0-rc1 -> v1.8.0-rc1 2025-12-04T08:53:31.8789606Z * [new tag] v1.8.0-rc2 -> v1.8.0-rc2 2025-12-04T08:53:31.8790887Z * [new tag] v1.8.0-rc3 -> v1.8.0-rc3 2025-12-04T08:53:31.8792084Z * [new tag] v1.8.0-rc4 -> v1.8.0-rc4 2025-12-04T08:53:31.8793124Z * [new tag] v1.8.0-rc5 -> v1.8.0-rc5 2025-12-04T08:53:31.8794171Z * [new tag] v1.8.1 -> v1.8.1 2025-12-04T08:53:31.8795419Z * [new tag] v1.8.1-rc1 -> v1.8.1-rc1 2025-12-04T08:53:31.8796542Z * [new tag] v1.8.1-rc2 -> v1.8.1-rc2 2025-12-04T08:53:31.8797603Z * [new tag] v1.8.1-rc3 -> v1.8.1-rc3 2025-12-04T08:53:31.8799255Z * [new tag] v1.8.2 -> v1.8.2 2025-12-04T08:53:31.8802247Z * [new tag] v1.8.2-rc1 -> v1.8.2-rc1 2025-12-04T08:53:31.8803479Z * [new tag] v1.9.0 -> v1.9.0 2025-12-04T08:53:31.8804718Z * [new tag] v1.9.0-rc1 -> v1.9.0-rc1 2025-12-04T08:53:31.8806434Z * [new tag] v1.9.0-rc2 -> v1.9.0-rc2 2025-12-04T08:53:31.8807727Z * [new tag] v1.9.0-rc3 -> v1.9.0-rc3 2025-12-04T08:53:31.8808812Z * [new tag] v1.9.0-rc4 -> v1.9.0-rc4 2025-12-04T08:53:31.8810108Z * [new tag] v1.9.1 -> v1.9.1 2025-12-04T08:53:31.8811495Z * [new tag] v1.9.1-rc1 -> v1.9.1-rc1 2025-12-04T08:53:31.8812529Z * [new tag] v1.9.1-rc2 -> v1.9.1-rc2 2025-12-04T08:53:31.8813798Z * [new tag] v2.0.0 -> v2.0.0 2025-12-04T08:53:31.8815048Z * [new tag] v2.0.0-rc1 -> v2.0.0-rc1 2025-12-04T08:53:31.8816341Z * [new tag] v2.0.0-rc2 -> v2.0.0-rc2 2025-12-04T08:53:31.8817648Z * [new tag] v2.0.0-rc3 -> v2.0.0-rc3 2025-12-04T08:53:31.8818836Z * [new tag] v2.0.0-rc4 -> v2.0.0-rc4 2025-12-04T08:53:31.8820110Z * [new tag] v2.0.0-rc5 -> v2.0.0-rc5 2025-12-04T08:53:31.8821157Z * [new tag] v2.0.0-rc6 -> v2.0.0-rc6 2025-12-04T08:53:31.8822519Z * [new tag] v2.0.1 -> v2.0.1 2025-12-04T08:53:31.8824043Z * [new tag] v2.0.1-rc1 -> v2.0.1-rc1 2025-12-04T08:53:31.8824702Z * [new tag] v2.0.1-rc2 -> v2.0.1-rc2 2025-12-04T08:53:31.8826034Z * [new tag] v2.0.1-rc3 -> v2.0.1-rc3 2025-12-04T08:53:31.8827069Z * [new tag] v2.0.1-rc4 -> v2.0.1-rc4 2025-12-04T08:53:31.8828685Z * [new tag] v2.1.0 -> v2.1.0 2025-12-04T08:53:31.8829895Z * [new tag] v2.1.0-rc1 -> v2.1.0-rc1 2025-12-04T08:53:31.8831130Z * [new tag] v2.1.0-rc2 -> v2.1.0-rc2 2025-12-04T08:53:31.8832447Z * [new tag] v2.1.0-rc3 -> v2.1.0-rc3 2025-12-04T08:53:31.8833768Z * [new tag] v2.1.0-rc4 -> v2.1.0-rc4 2025-12-04T08:53:31.8835050Z * [new tag] v2.1.0-rc5 -> v2.1.0-rc5 2025-12-04T08:53:31.8836090Z * [new tag] v2.1.0-rc6 -> v2.1.0-rc6 2025-12-04T08:53:31.8837339Z * [new tag] v2.1.1 -> v2.1.1 2025-12-04T08:53:31.8838731Z * [new tag] v2.1.1-rc1 -> v2.1.1-rc1 2025-12-04T08:53:31.8840080Z * [new tag] v2.1.1-rc2 -> v2.1.1-rc2 2025-12-04T08:53:31.8841457Z * [new tag] v2.1.1-rc3 -> v2.1.1-rc3 2025-12-04T08:53:31.8842758Z * [new tag] v2.1.1-rc4 -> v2.1.1-rc4 2025-12-04T08:53:31.8843996Z * [new tag] v2.1.1-rc5 -> v2.1.1-rc5 2025-12-04T08:53:31.8845065Z * [new tag] v2.1.1-rc6 -> v2.1.1-rc6 2025-12-04T08:53:31.8846292Z * [new tag] v2.1.2 -> v2.1.2 2025-12-04T08:53:31.8847549Z * [new tag] v2.1.2-rc1 -> v2.1.2-rc1 2025-12-04T08:53:31.8848845Z * [new tag] v2.1.2-rc2 -> v2.1.2-rc2 2025-12-04T08:53:31.8849914Z * [new tag] v2.1.2-rc3 -> v2.1.2-rc3 2025-12-04T08:53:31.8851175Z * [new tag] v2.2.0 -> v2.2.0 2025-12-04T08:53:31.8852372Z * [new tag] v2.2.0-rc1 -> v2.2.0-rc1 2025-12-04T08:53:31.8853554Z * [new tag] v2.2.0-rc2 -> v2.2.0-rc2 2025-12-04T08:53:31.8854700Z * [new tag] v2.2.0-rc3 -> v2.2.0-rc3 2025-12-04T08:53:31.8855967Z * [new tag] v2.2.0-rc4 -> v2.2.0-rc4 2025-12-04T08:53:31.8857169Z * [new tag] v2.2.0-rc5 -> v2.2.0-rc5 2025-12-04T08:53:31.8858452Z * [new tag] v2.2.0-rc6 -> v2.2.0-rc6 2025-12-04T08:53:31.8859494Z * [new tag] v2.2.0-rc7 -> v2.2.0-rc7 2025-12-04T08:53:31.8860564Z * [new tag] v2.2.0-rc8 -> v2.2.0-rc8 2025-12-04T08:53:31.8861847Z * [new tag] v2.2.1 -> v2.2.1 2025-12-04T08:53:31.8863261Z * [new tag] v2.2.1-rc1 -> v2.2.1-rc1 2025-12-04T08:53:31.8864332Z * [new tag] v2.2.1-rc2 -> v2.2.1-rc2 2025-12-04T08:53:31.8865404Z * [new tag] v2.2.1-rc3 -> v2.2.1-rc3 2025-12-04T08:53:31.8866336Z * [new tag] v2.2.2 -> v2.2.2 2025-12-04T08:53:31.8867716Z * [new tag] v2.2.2-rc1 -> v2.2.2-rc1 2025-12-04T08:53:31.8868850Z * [new tag] v2.2.2-rc2 -> v2.2.2-rc2 2025-12-04T08:53:31.8869908Z * [new tag] v2.2.2-rc3 -> v2.2.2-rc3 2025-12-04T08:53:31.8871176Z * [new tag] v2.3.0 -> v2.3.0 2025-12-04T08:53:31.8872391Z * [new tag] v2.3.0-rc1 -> v2.3.0-rc1 2025-12-04T08:53:31.8873801Z * [new tag] v2.3.0-rc10 -> v2.3.0-rc10 2025-12-04T08:53:31.8875109Z * [new tag] v2.3.0-rc11 -> v2.3.0-rc11 2025-12-04T08:53:31.8876017Z * [new tag] v2.3.0-rc12 -> v2.3.0-rc12 2025-12-04T08:53:31.8877450Z * [new tag] v2.3.0-rc2 -> v2.3.0-rc2 2025-12-04T08:53:31.8878769Z * [new tag] v2.3.0-rc3 -> v2.3.0-rc3 2025-12-04T08:53:31.8879986Z * [new tag] v2.3.0-rc4 -> v2.3.0-rc4 2025-12-04T08:53:31.8881195Z * [new tag] v2.3.0-rc5 -> v2.3.0-rc5 2025-12-04T08:53:31.8882253Z * [new tag] v2.3.0-rc6 -> v2.3.0-rc6 2025-12-04T08:53:31.8883474Z * [new tag] v2.3.0-rc7 -> v2.3.0-rc7 2025-12-04T08:53:31.8885183Z * [new tag] v2.3.0-rc8 -> v2.3.0-rc8 2025-12-04T08:53:31.8886225Z * [new tag] v2.3.0-rc9 -> v2.3.0-rc9 2025-12-04T08:53:31.8887331Z * [new tag] v2.3.1 -> v2.3.1 2025-12-04T08:53:31.8888593Z * [new tag] v2.3.1-rc1 -> v2.3.1-rc1 2025-12-04T08:53:31.8889847Z * [new tag] v2.3.1-rc2 -> v2.3.1-rc2 2025-12-04T08:53:31.8891143Z * [new tag] v2.3.1-rc3 -> v2.3.1-rc3 2025-12-04T08:53:31.8892392Z * [new tag] v2.4.0 -> v2.4.0 2025-12-04T08:53:31.8893616Z * [new tag] v2.4.0-rc1 -> v2.4.0-rc1 2025-12-04T08:53:31.8894890Z * [new tag] v2.4.0-rc2 -> v2.4.0-rc2 2025-12-04T08:53:31.8896106Z * [new tag] v2.4.0-rc3 -> v2.4.0-rc3 2025-12-04T08:53:31.8897299Z * [new tag] v2.4.0-rc4 -> v2.4.0-rc4 2025-12-04T08:53:31.8898604Z * [new tag] v2.4.0-rc5 -> v2.4.0-rc5 2025-12-04T08:53:31.8900066Z * [new tag] v2.4.0-rc6 -> v2.4.0-rc6 2025-12-04T08:53:31.8901357Z * [new tag] v2.4.0-rc7 -> v2.4.0-rc7 2025-12-04T08:53:31.8902639Z * [new tag] v2.4.0-rc8 -> v2.4.0-rc8 2025-12-04T08:53:31.8903952Z * [new tag] v2.4.0-rc9 -> v2.4.0-rc9 2025-12-04T08:53:31.8904999Z * [new tag] v2.4.1 -> v2.4.1 2025-12-04T08:53:31.8906348Z * [new tag] v2.4.1-rc1 -> v2.4.1-rc1 2025-12-04T08:53:31.8907570Z * [new tag] v2.4.1-rc2 -> v2.4.1-rc2 2025-12-04T08:53:31.8908923Z * [new tag] v2.4.1-rc3 -> v2.4.1-rc3 2025-12-04T08:53:31.8910132Z * [new tag] v2.5.0 -> v2.5.0 2025-12-04T08:53:31.8911351Z * [new tag] v2.5.0-rc1 -> v2.5.0-rc1 2025-12-04T08:53:31.8912406Z * [new tag] v2.5.0-rc10 -> v2.5.0-rc10 2025-12-04T08:53:31.8913682Z * [new tag] v2.5.0-rc2 -> v2.5.0-rc2 2025-12-04T08:53:31.8914900Z * [new tag] v2.5.0-rc3 -> v2.5.0-rc3 2025-12-04T08:53:31.8916135Z * [new tag] v2.5.0-rc4 -> v2.5.0-rc4 2025-12-04T08:53:31.8917499Z * [new tag] v2.5.0-rc5 -> v2.5.0-rc5 2025-12-04T08:53:31.8918776Z * [new tag] v2.5.0-rc6 -> v2.5.0-rc6 2025-12-04T08:53:31.8920065Z * [new tag] v2.5.0-rc7 -> v2.5.0-rc7 2025-12-04T08:53:31.8921302Z * [new tag] v2.5.0-rc8 -> v2.5.0-rc8 2025-12-04T08:53:31.8922539Z * [new tag] v2.5.0-rc9 -> v2.5.0-rc9 2025-12-04T08:53:31.8923612Z * [new tag] v2.5.1 -> v2.5.1 2025-12-04T08:53:31.8924637Z * [new tag] v2.5.1-rc1 -> v2.5.1-rc1 2025-12-04T08:53:31.8925817Z * [new tag] v2.6.0 -> v2.6.0 2025-12-04T08:53:31.8927017Z * [new tag] v2.6.0-rc1 -> v2.6.0-rc1 2025-12-04T08:53:31.8928391Z * [new tag] v2.6.0-rc2 -> v2.6.0-rc2 2025-12-04T08:53:31.8929687Z * [new tag] v2.6.0-rc3 -> v2.6.0-rc3 2025-12-04T08:53:31.8930884Z * [new tag] v2.6.0-rc4 -> v2.6.0-rc4 2025-12-04T08:53:31.8932304Z * [new tag] v2.6.0-rc5 -> v2.6.0-rc5 2025-12-04T08:53:31.8933651Z * [new tag] v2.6.0-rc6 -> v2.6.0-rc6 2025-12-04T08:53:31.8934906Z * [new tag] v2.6.0-rc7 -> v2.6.0-rc7 2025-12-04T08:53:31.8936242Z * [new tag] v2.6.0-rc8 -> v2.6.0-rc8 2025-12-04T08:53:31.8937479Z * [new tag] v2.6.0-rc9 -> v2.6.0-rc9 2025-12-04T08:53:31.8938950Z * [new tag] v2.7.0 -> v2.7.0 2025-12-04T08:53:31.8940224Z * [new tag] v2.7.0-rc1 -> v2.7.0-rc1 2025-12-04T08:53:31.8941332Z * [new tag] v2.7.0-rc10 -> v2.7.0-rc10 2025-12-04T08:53:31.8942697Z * [new tag] v2.7.0-rc2 -> v2.7.0-rc2 2025-12-04T08:53:31.8944043Z * [new tag] v2.7.0-rc3 -> v2.7.0-rc3 2025-12-04T08:53:31.8945303Z * [new tag] v2.7.0-rc4 -> v2.7.0-rc4 2025-12-04T08:53:31.8946514Z * [new tag] v2.7.0-rc5 -> v2.7.0-rc5 2025-12-04T08:53:31.8947768Z * [new tag] v2.7.0-rc6 -> v2.7.0-rc6 2025-12-04T08:53:31.8949021Z * [new tag] v2.7.0-rc7 -> v2.7.0-rc7 2025-12-04T08:53:31.8950288Z * [new tag] v2.7.0-rc8 -> v2.7.0-rc8 2025-12-04T08:53:31.8951596Z * [new tag] v2.7.0-rc9 -> v2.7.0-rc9 2025-12-04T08:53:31.8952637Z * [new tag] v2.7.1 -> v2.7.1 2025-12-04T08:53:31.8954006Z * [new tag] v2.7.1-rc1 -> v2.7.1-rc1 2025-12-04T08:53:31.8955323Z * [new tag] v2.7.1-rc2 -> v2.7.1-rc2 2025-12-04T08:53:31.8956651Z * [new tag] v2.7.1-rc3 -> v2.7.1-rc3 2025-12-04T08:53:31.8958046Z * [new tag] v2.7.1-rc4 -> v2.7.1-rc4 2025-12-04T08:53:31.8959303Z * [new tag] v2.7.1-rc5 -> v2.7.1-rc5 2025-12-04T08:53:31.8960420Z * [new tag] v2.8.0 -> v2.8.0 2025-12-04T08:53:31.8961680Z * [new tag] v2.8.0-rc1 -> v2.8.0-rc1 2025-12-04T08:53:31.8962934Z * [new tag] v2.8.0-rc2 -> v2.8.0-rc2 2025-12-04T08:53:31.8964257Z * [new tag] v2.8.0-rc3 -> v2.8.0-rc3 2025-12-04T08:53:31.8965948Z * [new tag] v2.8.0-rc4 -> v2.8.0-rc4 2025-12-04T08:53:31.8967337Z * [new tag] v2.8.0-rc5 -> v2.8.0-rc5 2025-12-04T08:53:31.8968616Z * [new tag] v2.8.0-rc6 -> v2.8.0-rc6 2025-12-04T08:53:31.8969984Z * [new tag] v2.8.0-rc7 -> v2.8.0-rc7 2025-12-04T08:53:31.8971224Z * [new tag] v2.8.0-rc8 -> v2.8.0-rc8 2025-12-04T08:53:31.8972496Z * [new tag] v2.9.0 -> v2.9.0 2025-12-04T08:53:31.8973802Z * [new tag] v2.9.0-rc1 -> v2.9.0-rc1 2025-12-04T08:53:31.8975116Z * [new tag] v2.9.0-rc10 -> v2.9.0-rc10 2025-12-04T08:53:31.8976481Z * [new tag] v2.9.0-rc11 -> v2.9.0-rc11 2025-12-04T08:53:31.8977931Z * [new tag] v2.9.0-rc2 -> v2.9.0-rc2 2025-12-04T08:53:31.8979294Z * [new tag] v2.9.0-rc3 -> v2.9.0-rc3 2025-12-04T08:53:31.8980581Z * [new tag] v2.9.0-rc4 -> v2.9.0-rc4 2025-12-04T08:53:31.8981811Z * [new tag] v2.9.0-rc5 -> v2.9.0-rc5 2025-12-04T08:53:31.8983519Z * [new tag] v2.9.0-rc6 -> v2.9.0-rc6 2025-12-04T08:53:31.8984830Z * [new tag] v2.9.0-rc7 -> v2.9.0-rc7 2025-12-04T08:53:31.8986271Z * [new tag] v2.9.0-rc8 -> v2.9.0-rc8 2025-12-04T08:53:31.8987360Z * [new tag] v2.9.0-rc9 -> v2.9.0-rc9 2025-12-04T08:53:31.8988426Z * [new tag] v2.9.1 -> v2.9.1 2025-12-04T08:53:31.8989701Z * [new tag] v2.9.1-rc1 -> v2.9.1-rc1 2025-12-04T08:53:31.8991022Z * [new tag] v2.9.1-rc2 -> v2.9.1-rc2 2025-12-04T08:53:31.8992712Z * [new tag] viable/strict/1759343184 -> viable/strict/1759343184 2025-12-04T08:53:31.8993959Z * [new tag] viable/strict/1759346540 -> viable/strict/1759346540 2025-12-04T08:53:31.8995140Z * [new tag] viable/strict/1759348181 -> viable/strict/1759348181 2025-12-04T08:53:31.8996302Z * [new tag] viable/strict/1759350324 -> viable/strict/1759350324 2025-12-04T08:53:31.8997567Z * [new tag] viable/strict/1759351793 -> viable/strict/1759351793 2025-12-04T08:53:31.8998782Z * [new tag] viable/strict/1759353844 -> viable/strict/1759353844 2025-12-04T08:53:31.9000563Z * [new tag] viable/strict/1759355374 -> viable/strict/1759355374 2025-12-04T08:53:31.9001752Z * [new tag] viable/strict/1759357472 -> viable/strict/1759357472 2025-12-04T08:53:31.9002944Z * [new tag] viable/strict/1759361002 -> viable/strict/1759361002 2025-12-04T08:53:31.9004417Z * [new tag] viable/strict/1759362585 -> viable/strict/1759362585 2025-12-04T08:53:31.9005878Z * [new tag] viable/strict/1759365359 -> viable/strict/1759365359 2025-12-04T08:53:31.9007167Z * [new tag] viable/strict/1759370089 -> viable/strict/1759370089 2025-12-04T08:53:31.9008439Z * [new tag] viable/strict/1759377554 -> viable/strict/1759377554 2025-12-04T08:53:31.9009755Z * [new tag] viable/strict/1759379133 -> viable/strict/1759379133 2025-12-04T08:53:31.9010999Z * [new tag] viable/strict/1759389871 -> viable/strict/1759389871 2025-12-04T08:53:31.9012282Z * [new tag] viable/strict/1759393562 -> viable/strict/1759393562 2025-12-04T08:53:31.9013576Z * [new tag] viable/strict/1759395076 -> viable/strict/1759395076 2025-12-04T08:53:31.9014824Z * [new tag] viable/strict/1759398579 -> viable/strict/1759398579 2025-12-04T08:53:31.9016104Z * [new tag] viable/strict/1759404142 -> viable/strict/1759404142 2025-12-04T08:53:31.9017390Z * [new tag] viable/strict/1759405773 -> viable/strict/1759405773 2025-12-04T08:53:31.9018652Z * [new tag] viable/strict/1759408041 -> viable/strict/1759408041 2025-12-04T08:53:31.9019890Z * [new tag] viable/strict/1759411593 -> viable/strict/1759411593 2025-12-04T08:53:31.9021148Z * [new tag] viable/strict/1759427395 -> viable/strict/1759427395 2025-12-04T08:53:31.9022482Z * [new tag] viable/strict/1759434582 -> viable/strict/1759434582 2025-12-04T08:53:31.9023776Z * [new tag] viable/strict/1759436720 -> viable/strict/1759436720 2025-12-04T08:53:31.9025134Z * [new tag] viable/strict/1759440219 -> viable/strict/1759440219 2025-12-04T08:53:31.9026376Z * [new tag] viable/strict/1759441948 -> viable/strict/1759441948 2025-12-04T08:53:31.9027751Z * [new tag] viable/strict/1759443860 -> viable/strict/1759443860 2025-12-04T08:53:31.9028855Z * [new tag] viable/strict/1759445377 -> viable/strict/1759445377 2025-12-04T08:53:31.9030171Z * [new tag] viable/strict/1759447415 -> viable/strict/1759447415 2025-12-04T08:53:31.9031409Z * [new tag] viable/strict/1759451750 -> viable/strict/1759451750 2025-12-04T08:53:31.9032741Z * [new tag] viable/strict/1759453910 -> viable/strict/1759453910 2025-12-04T08:53:31.9034015Z * [new tag] viable/strict/1759456483 -> viable/strict/1759456483 2025-12-04T08:53:31.9035342Z * [new tag] viable/strict/1759459279 -> viable/strict/1759459279 2025-12-04T08:53:31.9036626Z * [new tag] viable/strict/1759460742 -> viable/strict/1759460742 2025-12-04T08:53:31.9037894Z * [new tag] viable/strict/1759462025 -> viable/strict/1759462025 2025-12-04T08:53:31.9039383Z * [new tag] viable/strict/1759469086 -> viable/strict/1759469086 2025-12-04T08:53:31.9040636Z * [new tag] viable/strict/1759470581 -> viable/strict/1759470581 2025-12-04T08:53:31.9041975Z * [new tag] viable/strict/1759472786 -> viable/strict/1759472786 2025-12-04T08:53:31.9043242Z * [new tag] viable/strict/1759476294 -> viable/strict/1759476294 2025-12-04T08:53:31.9044421Z * [new tag] viable/strict/1759479963 -> viable/strict/1759479963 2025-12-04T08:53:31.9045683Z * [new tag] viable/strict/1759492177 -> viable/strict/1759492177 2025-12-04T08:53:31.9046940Z * [new tag] viable/strict/1759519278 -> viable/strict/1759519278 2025-12-04T08:53:31.9048287Z * [new tag] viable/strict/1759524580 -> viable/strict/1759524580 2025-12-04T08:53:31.9049522Z * [new tag] viable/strict/1759528193 -> viable/strict/1759528193 2025-12-04T08:53:31.9050967Z * [new tag] viable/strict/1759533797 -> viable/strict/1759533797 2025-12-04T08:53:31.9052264Z * [new tag] viable/strict/1759542780 -> viable/strict/1759542780 2025-12-04T08:53:31.9053565Z * [new tag] viable/strict/1759549779 -> viable/strict/1759549779 2025-12-04T08:53:31.9054890Z * [new tag] viable/strict/1759555455 -> viable/strict/1759555455 2025-12-04T08:53:31.9056155Z * [new tag] viable/strict/1759559176 -> viable/strict/1759559176 2025-12-04T08:53:31.9057416Z * [new tag] viable/strict/1759560629 -> viable/strict/1759560629 2025-12-04T08:53:31.9058706Z * [new tag] viable/strict/1759569848 -> viable/strict/1759569848 2025-12-04T08:53:31.9060129Z * [new tag] viable/strict/1759571382 -> viable/strict/1759571382 2025-12-04T08:53:31.9061358Z * [new tag] viable/strict/1759573474 -> viable/strict/1759573474 2025-12-04T08:53:31.9062670Z * [new tag] viable/strict/1759618187 -> viable/strict/1759618187 2025-12-04T08:53:31.9064050Z * [new tag] viable/strict/1759626742 -> viable/strict/1759626742 2025-12-04T08:53:31.9065337Z * [new tag] viable/strict/1759632427 -> viable/strict/1759632427 2025-12-04T08:53:31.9066553Z * [new tag] viable/strict/1759634971 -> viable/strict/1759634971 2025-12-04T08:53:31.9067887Z * [new tag] viable/strict/1759661382 -> viable/strict/1759661382 2025-12-04T08:53:31.9069184Z * [new tag] viable/strict/1759663294 -> viable/strict/1759663294 2025-12-04T08:53:31.9070304Z * [new tag] viable/strict/1759708178 -> viable/strict/1759708178 2025-12-04T08:53:31.9071592Z * [new tag] viable/strict/1759715695 -> viable/strict/1759715695 2025-12-04T08:53:31.9072823Z * [new tag] viable/strict/1759728293 -> viable/strict/1759728293 2025-12-04T08:53:31.9074283Z * [new tag] viable/strict/1759735513 -> viable/strict/1759735513 2025-12-04T08:53:31.9075470Z * [new tag] viable/strict/1759739177 -> viable/strict/1759739177 2025-12-04T08:53:31.9076700Z * [new tag] viable/strict/1759758635 -> viable/strict/1759758635 2025-12-04T08:53:31.9077944Z * [new tag] viable/strict/1759765784 -> viable/strict/1759765784 2025-12-04T08:53:31.9079211Z * [new tag] viable/strict/1759767948 -> viable/strict/1759767948 2025-12-04T08:53:31.9080602Z * [new tag] viable/strict/1759771461 -> viable/strict/1759771461 2025-12-04T08:53:31.9081750Z * [new tag] viable/strict/1759776706 -> viable/strict/1759776706 2025-12-04T08:53:31.9083430Z * [new tag] viable/strict/1759782317 -> viable/strict/1759782317 2025-12-04T08:53:31.9084753Z * [new tag] viable/strict/1759783777 -> viable/strict/1759783777 2025-12-04T08:53:31.9086059Z * [new tag] viable/strict/1759785815 -> viable/strict/1759785815 2025-12-04T08:53:31.9087364Z * [new tag] viable/strict/1759789459 -> viable/strict/1759789459 2025-12-04T08:53:31.9088693Z * [new tag] viable/strict/1759790974 -> viable/strict/1759790974 2025-12-04T08:53:31.9089890Z * [new tag] viable/strict/1759794583 -> viable/strict/1759794583 2025-12-04T08:53:31.9091123Z * [new tag] viable/strict/1759797408 -> viable/strict/1759797408 2025-12-04T08:53:31.9092371Z * [new tag] viable/strict/1759799518 -> viable/strict/1759799518 2025-12-04T08:53:31.9093693Z * [new tag] viable/strict/1759804909 -> viable/strict/1759804909 2025-12-04T08:53:31.9094901Z * [new tag] viable/strict/1759807643 -> viable/strict/1759807643 2025-12-04T08:53:31.9096195Z * [new tag] viable/strict/1759809089 -> viable/strict/1759809089 2025-12-04T08:53:31.9097452Z * [new tag] viable/strict/1759811145 -> viable/strict/1759811145 2025-12-04T08:53:31.9098776Z * [new tag] viable/strict/1759812581 -> viable/strict/1759812581 2025-12-04T08:53:31.9100060Z * [new tag] viable/strict/1759814683 -> viable/strict/1759814683 2025-12-04T08:53:31.9101448Z * [new tag] viable/strict/1759821889 -> viable/strict/1759821889 2025-12-04T08:53:31.9102890Z * [new tag] viable/strict/1759823376 -> viable/strict/1759823376 2025-12-04T08:53:31.9104210Z * [new tag] viable/strict/1759827107 -> viable/strict/1759827107 2025-12-04T08:53:31.9105425Z * [new tag] viable/strict/1759830577 -> viable/strict/1759830577 2025-12-04T08:53:31.9106723Z * [new tag] viable/strict/1759832720 -> viable/strict/1759832720 2025-12-04T08:53:31.9107969Z * [new tag] viable/strict/1759842063 -> viable/strict/1759842063 2025-12-04T08:53:31.9109249Z * [new tag] viable/strict/1759847121 -> viable/strict/1759847121 2025-12-04T08:53:31.9110838Z * [new tag] viable/strict/1759850721 -> viable/strict/1759850721 2025-12-04T08:53:31.9112088Z * [new tag] viable/strict/1759857870 -> viable/strict/1759857870 2025-12-04T08:53:31.9113392Z * [new tag] viable/strict/1759863143 -> viable/strict/1759863143 2025-12-04T08:53:31.9114660Z * [new tag] viable/strict/1759875874 -> viable/strict/1759875874 2025-12-04T08:53:31.9115751Z * [new tag] viable/strict/1759877385 -> viable/strict/1759877385 2025-12-04T08:53:31.9117014Z * [new tag] viable/strict/1759883801 -> viable/strict/1759883801 2025-12-04T08:53:31.9118290Z * [new tag] viable/strict/1759885922 -> viable/strict/1759885922 2025-12-04T08:53:31.9119612Z * [new tag] viable/strict/1759888488 -> viable/strict/1759888488 2025-12-04T08:53:31.9121031Z * [new tag] viable/strict/1759895471 -> viable/strict/1759895471 2025-12-04T08:53:31.9122339Z * [new tag] viable/strict/1759904803 -> viable/strict/1759904803 2025-12-04T08:53:31.9123684Z * [new tag] viable/strict/1759908300 -> viable/strict/1759908300 2025-12-04T08:53:31.9124998Z * [new tag] viable/strict/1759915520 -> viable/strict/1759915520 2025-12-04T08:53:31.9126249Z * [new tag] viable/strict/1759916978 -> viable/strict/1759916978 2025-12-04T08:53:31.9127409Z * [new tag] viable/strict/1759930024 -> viable/strict/1759930024 2025-12-04T08:53:31.9128705Z * [new tag] viable/strict/1759948122 -> viable/strict/1759948122 2025-12-04T08:53:31.9130039Z * [new tag] viable/strict/1759952983 -> viable/strict/1759952983 2025-12-04T08:53:31.9131336Z * [new tag] viable/strict/1759955121 -> viable/strict/1759955121 2025-12-04T08:53:31.9132596Z * [new tag] viable/strict/1759962298 -> viable/strict/1759962298 2025-12-04T08:53:31.9133856Z * [new tag] viable/strict/1759965837 -> viable/strict/1759965837 2025-12-04T08:53:31.9135252Z * [new tag] viable/strict/1759970213 -> viable/strict/1759970213 2025-12-04T08:53:31.9136524Z * [new tag] viable/strict/1759974894 -> viable/strict/1759974894 2025-12-04T08:53:31.9137824Z * [new tag] viable/strict/1759977763 -> viable/strict/1759977763 2025-12-04T08:53:31.9139126Z * [new tag] viable/strict/1759979241 -> viable/strict/1759979241 2025-12-04T08:53:31.9140429Z * [new tag] viable/strict/1759985417 -> viable/strict/1759985417 2025-12-04T08:53:31.9141737Z * [new tag] viable/strict/1759987490 -> viable/strict/1759987490 2025-12-04T08:53:31.9143119Z * [new tag] viable/strict/1759996180 -> viable/strict/1759996180 2025-12-04T08:53:31.9144330Z * [new tag] viable/strict/1760065682 -> viable/strict/1760065682 2025-12-04T08:53:31.9145640Z * [new tag] viable/strict/1760066894 -> viable/strict/1760066894 2025-12-04T08:53:31.9146945Z * [new tag] viable/strict/1760070345 -> viable/strict/1760070345 2025-12-04T08:53:31.9148288Z * [new tag] viable/strict/1760089782 -> viable/strict/1760089782 2025-12-04T08:53:31.9149544Z * [new tag] viable/strict/1760091921 -> viable/strict/1760091921 2025-12-04T08:53:31.9150827Z * [new tag] viable/strict/1760127924 -> viable/strict/1760127924 2025-12-04T08:53:31.9152063Z * [new tag] viable/strict/1760129489 -> viable/strict/1760129489 2025-12-04T08:53:31.9153397Z * [new tag] viable/strict/1760132980 -> viable/strict/1760132980 2025-12-04T08:53:31.9154752Z * [new tag] viable/strict/1760135060 -> viable/strict/1760135060 2025-12-04T08:53:31.9156003Z * [new tag] viable/strict/1760215782 -> viable/strict/1760215782 2025-12-04T08:53:31.9157286Z * [new tag] viable/strict/1760273849 -> viable/strict/1760273849 2025-12-04T08:53:31.9158548Z * [new tag] viable/strict/1760275517 -> viable/strict/1760275517 2025-12-04T08:53:31.9159848Z * [new tag] viable/strict/1760276979 -> viable/strict/1760276979 2025-12-04T08:53:31.9161135Z * [new tag] viable/strict/1760279007 -> viable/strict/1760279007 2025-12-04T08:53:31.9162314Z * [new tag] viable/strict/1760286328 -> viable/strict/1760286328 2025-12-04T08:53:31.9163521Z * [new tag] viable/strict/1760493304 -> viable/strict/1760493304 2025-12-04T08:53:31.9164811Z * [new tag] viable/strict/1760496298 -> viable/strict/1760496298 2025-12-04T08:53:31.9166465Z * [new tag] viable/strict/1760518396 -> viable/strict/1760518396 2025-12-04T08:53:31.9167843Z * [new tag] viable/strict/1760534864 -> viable/strict/1760534864 2025-12-04T08:53:31.9169099Z * [new tag] viable/strict/1760549062 -> viable/strict/1760549062 2025-12-04T08:53:31.9170440Z * [new tag] viable/strict/1760552799 -> viable/strict/1760552799 2025-12-04T08:53:31.9171697Z * [new tag] viable/strict/1760554355 -> viable/strict/1760554355 2025-12-04T08:53:31.9173013Z * [new tag] viable/strict/1760556275 -> viable/strict/1760556275 2025-12-04T08:53:31.9174364Z * [new tag] viable/strict/1760564979 -> viable/strict/1760564979 2025-12-04T08:53:31.9175689Z * [new tag] viable/strict/1760567049 -> viable/strict/1760567049 2025-12-04T08:53:31.9177319Z * [new tag] viable/strict/1760568585 -> viable/strict/1760568585 2025-12-04T08:53:31.9178585Z * [new tag] viable/strict/1760570630 -> viable/strict/1760570630 2025-12-04T08:53:31.9179880Z * [new tag] viable/strict/1760572180 -> viable/strict/1760572180 2025-12-04T08:53:31.9181208Z * [new tag] viable/strict/1760575094 -> viable/strict/1760575094 2025-12-04T08:53:31.9182601Z * [new tag] viable/strict/1760579709 -> viable/strict/1760579709 2025-12-04T08:53:31.9184342Z * [new tag] viable/strict/1760582614 -> viable/strict/1760582614 2025-12-04T08:53:31.9185577Z * [new tag] viable/strict/1760586815 -> viable/strict/1760586815 2025-12-04T08:53:31.9186840Z * [new tag] viable/strict/1760588829 -> viable/strict/1760588829 2025-12-04T08:53:31.9188088Z * [new tag] viable/strict/1760590200 -> viable/strict/1760590200 2025-12-04T08:53:31.9189385Z * [new tag] viable/strict/1760592311 -> viable/strict/1760592311 2025-12-04T08:53:31.9190645Z * [new tag] viable/strict/1760619733 -> viable/strict/1760619733 2025-12-04T08:53:31.9191824Z * [new tag] viable/strict/1760628335 -> viable/strict/1760628335 2025-12-04T08:53:31.9193049Z * [new tag] viable/strict/1760635490 -> viable/strict/1760635490 2025-12-04T08:53:31.9194324Z * [new tag] viable/strict/1760640743 -> viable/strict/1760640743 2025-12-04T08:53:31.9206943Z * [new tag] viable/strict/1760642528 -> viable/strict/1760642528 2025-12-04T08:53:31.9207187Z * [new tag] viable/strict/1760646330 -> viable/strict/1760646330 2025-12-04T08:53:31.9207412Z * [new tag] viable/strict/1760666101 -> viable/strict/1760666101 2025-12-04T08:53:31.9207612Z * [new tag] viable/strict/1760668990 -> viable/strict/1760668990 2025-12-04T08:53:31.9207746Z * [new tag] viable/strict/1760670600 -> viable/strict/1760670600 2025-12-04T08:53:31.9207880Z * [new tag] viable/strict/1760671704 -> viable/strict/1760671704 2025-12-04T08:53:31.9208084Z * [new tag] viable/strict/1760673121 -> viable/strict/1760673121 2025-12-04T08:53:31.9208275Z * [new tag] viable/strict/1760675352 -> viable/strict/1760675352 2025-12-04T08:53:31.9208421Z * [new tag] viable/strict/1760696731 -> viable/strict/1760696731 2025-12-04T08:53:31.9210481Z * [new tag] viable/strict/1760723515 -> viable/strict/1760723515 2025-12-04T08:53:31.9211722Z * [new tag] viable/strict/1760727234 -> viable/strict/1760727234 2025-12-04T08:53:31.9213009Z * [new tag] viable/strict/1760730578 -> viable/strict/1760730578 2025-12-04T08:53:31.9214309Z * [new tag] viable/strict/1760732726 -> viable/strict/1760732726 2025-12-04T08:53:31.9215635Z * [new tag] viable/strict/1760734180 -> viable/strict/1760734180 2025-12-04T08:53:31.9216891Z * [new tag] viable/strict/1760736251 -> viable/strict/1760736251 2025-12-04T08:53:31.9218342Z * [new tag] viable/strict/1760737772 -> viable/strict/1760737772 2025-12-04T08:53:31.9219540Z * [new tag] viable/strict/1760758005 -> viable/strict/1760758005 2025-12-04T08:53:31.9220760Z * [new tag] viable/strict/1760761532 -> viable/strict/1760761532 2025-12-04T08:53:31.9222051Z * [new tag] viable/strict/1760802581 -> viable/strict/1760802581 2025-12-04T08:53:31.9223456Z * [new tag] viable/strict/1760827772 -> viable/strict/1760827772 2025-12-04T08:53:31.9224674Z * [new tag] viable/strict/1760834524 -> viable/strict/1760834524 2025-12-04T08:53:31.9225993Z * [new tag] viable/strict/1760845009 -> viable/strict/1760845009 2025-12-04T08:53:31.9227263Z * [new tag] viable/strict/1760876836 -> viable/strict/1760876836 2025-12-04T08:53:31.9228537Z * [new tag] viable/strict/1760880329 -> viable/strict/1760880329 2025-12-04T08:53:31.9229866Z * [new tag] viable/strict/1760888987 -> viable/strict/1760888987 2025-12-04T08:53:31.9231108Z * [new tag] viable/strict/1760912664 -> viable/strict/1760912664 2025-12-04T08:53:31.9232366Z * [new tag] viable/strict/1760925321 -> viable/strict/1760925321 2025-12-04T08:53:31.9233605Z * [new tag] viable/strict/1760931488 -> viable/strict/1760931488 2025-12-04T08:53:31.9234931Z * [new tag] viable/strict/1760932693 -> viable/strict/1760932693 2025-12-04T08:53:31.9236360Z * [new tag] viable/strict/1761004184 -> viable/strict/1761004184 2025-12-04T08:53:31.9237640Z * [new tag] viable/strict/1761014748 -> viable/strict/1761014748 2025-12-04T08:53:31.9238933Z * [new tag] viable/strict/1761017491 -> viable/strict/1761017491 2025-12-04T08:53:31.9240205Z * [new tag] viable/strict/1761018806 -> viable/strict/1761018806 2025-12-04T08:53:31.9241576Z * [new tag] viable/strict/1761020754 -> viable/strict/1761020754 2025-12-04T08:53:31.9242814Z * [new tag] viable/strict/1761024303 -> viable/strict/1761024303 2025-12-04T08:53:31.9244033Z * [new tag] viable/strict/1761029582 -> viable/strict/1761029582 2025-12-04T08:53:31.9245298Z * [new tag] viable/strict/1761031535 -> viable/strict/1761031535 2025-12-04T08:53:31.9246555Z * [new tag] viable/strict/1761035196 -> viable/strict/1761035196 2025-12-04T08:53:31.9247937Z * [new tag] viable/strict/1761045825 -> viable/strict/1761045825 2025-12-04T08:53:31.9249235Z * [new tag] viable/strict/1761054796 -> viable/strict/1761054796 2025-12-04T08:53:31.9250578Z * [new tag] viable/strict/1761060314 -> viable/strict/1761060314 2025-12-04T08:53:31.9251872Z * [new tag] viable/strict/1761071198 -> viable/strict/1761071198 2025-12-04T08:53:31.9253599Z * [new tag] viable/strict/1761074628 -> viable/strict/1761074628 2025-12-04T08:53:31.9254960Z * [new tag] viable/strict/1761078351 -> viable/strict/1761078351 2025-12-04T08:53:31.9256275Z * [new tag] viable/strict/1761079822 -> viable/strict/1761079822 2025-12-04T08:53:31.9257521Z * [new tag] viable/strict/1761081873 -> viable/strict/1761081873 2025-12-04T08:53:31.9258834Z * [new tag] viable/strict/1761083392 -> viable/strict/1761083392 2025-12-04T08:53:31.9260160Z * [new tag] viable/strict/1761085465 -> viable/strict/1761085465 2025-12-04T08:53:31.9261512Z * [new tag] viable/strict/1761089099 -> viable/strict/1761089099 2025-12-04T08:53:31.9262836Z * [new tag] viable/strict/1761095535 -> viable/strict/1761095535 2025-12-04T08:53:31.9264156Z * [new tag] viable/strict/1761098119 -> viable/strict/1761098119 2025-12-04T08:53:31.9265887Z * [new tag] viable/strict/1761101330 -> viable/strict/1761101330 2025-12-04T08:53:31.9267169Z * [new tag] viable/strict/1761114425 -> viable/strict/1761114425 2025-12-04T08:53:31.9268399Z * [new tag] viable/strict/1761116036 -> viable/strict/1761116036 2025-12-04T08:53:31.9269697Z * [new tag] viable/strict/1761119379 -> viable/strict/1761119379 2025-12-04T08:53:31.9271008Z * [new tag] viable/strict/1761121601 -> viable/strict/1761121601 2025-12-04T08:53:31.9272292Z * [new tag] viable/strict/1761123234 -> viable/strict/1761123234 2025-12-04T08:53:31.9273551Z * [new tag] viable/strict/1761126621 -> viable/strict/1761126621 2025-12-04T08:53:31.9274821Z * [new tag] viable/strict/1761132259 -> viable/strict/1761132259 2025-12-04T08:53:31.9276206Z * [new tag] viable/strict/1761146746 -> viable/strict/1761146746 2025-12-04T08:53:31.9277506Z * [new tag] viable/strict/1761164752 -> viable/strict/1761164752 2025-12-04T08:53:31.9278761Z * [new tag] viable/strict/1761166198 -> viable/strict/1761166198 2025-12-04T08:53:31.9280040Z * [new tag] viable/strict/1761175424 -> viable/strict/1761175424 2025-12-04T08:53:31.9281340Z * [new tag] viable/strict/1761176983 -> viable/strict/1761176983 2025-12-04T08:53:31.9282807Z * [new tag] viable/strict/1761179891 -> viable/strict/1761179891 2025-12-04T08:53:31.9284039Z * [new tag] viable/strict/1761181930 -> viable/strict/1761181930 2025-12-04T08:53:31.9285408Z * [new tag] viable/strict/1761184516 -> viable/strict/1761184516 2025-12-04T08:53:31.9286705Z * [new tag] viable/strict/1761190179 -> viable/strict/1761190179 2025-12-04T08:53:31.9288000Z * [new tag] viable/strict/1761193558 -> viable/strict/1761193558 2025-12-04T08:53:31.9289288Z * [new tag] viable/strict/1761207990 -> viable/strict/1761207990 2025-12-04T08:53:31.9290538Z * [new tag] viable/strict/1761229539 -> viable/strict/1761229539 2025-12-04T08:53:31.9292047Z * [new tag] viable/strict/1761244031 -> viable/strict/1761244031 2025-12-04T08:53:31.9293400Z * [new tag] viable/strict/1761248986 -> viable/strict/1761248986 2025-12-04T08:53:31.9294680Z * [new tag] viable/strict/1761259791 -> viable/strict/1761259791 2025-12-04T08:53:31.9295936Z * [new tag] viable/strict/1761266139 -> viable/strict/1761266139 2025-12-04T08:53:31.9297292Z * [new tag] viable/strict/1761268316 -> viable/strict/1761268316 2025-12-04T08:53:31.9298588Z * [new tag] viable/strict/1761273805 -> viable/strict/1761273805 2025-12-04T08:53:31.9300023Z * [new tag] viable/strict/1761275261 -> viable/strict/1761275261 2025-12-04T08:53:31.9301512Z * [new tag] viable/strict/1761277913 -> viable/strict/1761277913 2025-12-04T08:53:31.9302903Z * [new tag] viable/strict/1761290701 -> viable/strict/1761290701 2025-12-04T08:53:31.9304327Z * [new tag] viable/strict/1761294396 -> viable/strict/1761294396 2025-12-04T08:53:31.9305595Z * [new tag] viable/strict/1761303047 -> viable/strict/1761303047 2025-12-04T08:53:31.9307028Z * [new tag] viable/strict/1761335388 -> viable/strict/1761335388 2025-12-04T08:53:31.9308338Z * [new tag] viable/strict/1761337551 -> viable/strict/1761337551 2025-12-04T08:53:31.9309612Z * [new tag] viable/strict/1761339007 -> viable/strict/1761339007 2025-12-04T08:53:31.9311000Z * [new tag] viable/strict/1761341050 -> viable/strict/1761341050 2025-12-04T08:53:31.9312427Z * [new tag] viable/strict/1761346188 -> viable/strict/1761346188 2025-12-04T08:53:31.9313678Z * [new tag] viable/strict/1761349792 -> viable/strict/1761349792 2025-12-04T08:53:31.9314936Z * [new tag] viable/strict/1761352620 -> viable/strict/1761352620 2025-12-04T08:53:31.9316189Z * [new tag] viable/strict/1761354730 -> viable/strict/1761354730 2025-12-04T08:53:31.9317555Z * [new tag] viable/strict/1761357298 -> viable/strict/1761357298 2025-12-04T08:53:31.9318817Z * [new tag] viable/strict/1761360201 -> viable/strict/1761360201 2025-12-04T08:53:31.9320113Z * [new tag] viable/strict/1761361753 -> viable/strict/1761361753 2025-12-04T08:53:31.9321420Z * [new tag] viable/strict/1761364351 -> viable/strict/1761364351 2025-12-04T08:53:31.9322684Z * [new tag] viable/strict/1761366338 -> viable/strict/1761366338 2025-12-04T08:53:31.9324155Z * [new tag] viable/strict/1761367802 -> viable/strict/1761367802 2025-12-04T08:53:31.9325440Z * [new tag] viable/strict/1761369889 -> viable/strict/1761369889 2025-12-04T08:53:31.9326796Z * [new tag] viable/strict/1761371385 -> viable/strict/1761371385 2025-12-04T08:53:31.9328142Z * [new tag] viable/strict/1761373581 -> viable/strict/1761373581 2025-12-04T08:53:31.9329543Z * [new tag] viable/strict/1761375054 -> viable/strict/1761375054 2025-12-04T08:53:31.9330892Z * [new tag] viable/strict/1761421785 -> viable/strict/1761421785 2025-12-04T08:53:31.9332239Z * [new tag] viable/strict/1761434614 -> viable/strict/1761434614 2025-12-04T08:53:31.9333782Z * [new tag] viable/strict/1761439254 -> viable/strict/1761439254 2025-12-04T08:53:31.9335112Z * [new tag] viable/strict/1761454187 -> viable/strict/1761454187 2025-12-04T08:53:31.9336549Z * [new tag] viable/strict/1761459991 -> viable/strict/1761459991 2025-12-04T08:53:31.9337997Z * [new tag] viable/strict/1761470668 -> viable/strict/1761470668 2025-12-04T08:53:31.9340062Z * [new tag] viable/strict/1761472188 -> viable/strict/1761472188 2025-12-04T08:53:31.9341394Z * [new tag] viable/strict/1761503178 -> viable/strict/1761503178 2025-12-04T08:53:31.9342727Z * [new tag] viable/strict/1761517492 -> viable/strict/1761517492 2025-12-04T08:53:31.9344238Z * [new tag] viable/strict/1761518981 -> viable/strict/1761518981 2025-12-04T08:53:31.9345509Z * [new tag] viable/strict/1761533609 -> viable/strict/1761533609 2025-12-04T08:53:31.9346720Z * [new tag] viable/strict/1761546438 -> viable/strict/1761546438 2025-12-04T08:53:31.9348104Z * [new tag] viable/strict/1761548133 -> viable/strict/1761548133 2025-12-04T08:53:31.9349626Z * [new tag] viable/strict/1761555186 -> viable/strict/1761555186 2025-12-04T08:53:31.9350988Z * [new tag] viable/strict/1761557178 -> viable/strict/1761557178 2025-12-04T08:53:31.9352328Z * [new tag] viable/strict/1761560772 -> viable/strict/1761560772 2025-12-04T08:53:31.9353611Z * [new tag] viable/strict/1761562266 -> viable/strict/1761562266 2025-12-04T08:53:31.9354965Z * [new tag] viable/strict/1761564260 -> viable/strict/1761564260 2025-12-04T08:53:31.9356258Z * [new tag] viable/strict/1761568072 -> viable/strict/1761568072 2025-12-04T08:53:31.9357617Z * [new tag] viable/strict/1761571683 -> viable/strict/1761571683 2025-12-04T08:53:31.9358763Z * [new tag] viable/strict/1761580199 -> viable/strict/1761580199 2025-12-04T08:53:31.9360041Z * [new tag] viable/strict/1761587383 -> viable/strict/1761587383 2025-12-04T08:53:31.9361511Z * [new tag] viable/strict/1761591165 -> viable/strict/1761591165 2025-12-04T08:53:31.9362782Z * [new tag] viable/strict/1761594575 -> viable/strict/1761594575 2025-12-04T08:53:31.9364081Z * [new tag] viable/strict/1761596710 -> viable/strict/1761596710 2025-12-04T08:53:31.9365366Z * [new tag] viable/strict/1761598189 -> viable/strict/1761598189 2025-12-04T08:53:31.9366737Z * [new tag] viable/strict/1761600254 -> viable/strict/1761600254 2025-12-04T08:53:31.9368025Z * [new tag] viable/strict/1761603879 -> viable/strict/1761603879 2025-12-04T08:53:31.9369347Z * [new tag] viable/strict/1761605429 -> viable/strict/1761605429 2025-12-04T08:53:31.9370731Z * [new tag] viable/strict/1761607468 -> viable/strict/1761607468 2025-12-04T08:53:31.9372015Z * [new tag] viable/strict/1761608983 -> viable/strict/1761608983 2025-12-04T08:53:31.9373338Z * [new tag] viable/strict/1761611846 -> viable/strict/1761611846 2025-12-04T08:53:31.9374635Z * [new tag] viable/strict/1761613922 -> viable/strict/1761613922 2025-12-04T08:53:31.9375800Z * [new tag] viable/strict/1761616504 -> viable/strict/1761616504 2025-12-04T08:53:31.9376969Z * [new tag] viable/strict/1761619599 -> viable/strict/1761619599 2025-12-04T08:53:31.9378303Z * [new tag] viable/strict/1761686693 -> viable/strict/1761686693 2025-12-04T08:53:31.9379683Z * [new tag] viable/strict/1761688179 -> viable/strict/1761688179 2025-12-04T08:53:31.9380979Z * [new tag] viable/strict/1761691973 -> viable/strict/1761691973 2025-12-04T08:53:31.9382445Z * [new tag] viable/strict/1761693884 -> viable/strict/1761693884 2025-12-04T08:53:31.9383843Z * [new tag] viable/strict/1761695389 -> viable/strict/1761695389 2025-12-04T08:53:31.9385213Z * [new tag] viable/strict/1761698408 -> viable/strict/1761698408 2025-12-04T08:53:31.9386561Z * [new tag] viable/strict/1761702931 -> viable/strict/1761702931 2025-12-04T08:53:31.9387879Z * [new tag] viable/strict/1761706307 -> viable/strict/1761706307 2025-12-04T08:53:31.9389218Z * [new tag] viable/strict/1761709065 -> viable/strict/1761709065 2025-12-04T08:53:31.9390590Z * [new tag] viable/strict/1761710285 -> viable/strict/1761710285 2025-12-04T08:53:31.9391929Z * [new tag] viable/strict/1761711983 -> viable/strict/1761711983 2025-12-04T08:53:31.9393283Z * [new tag] viable/strict/1761713514 -> viable/strict/1761713514 2025-12-04T08:53:31.9394702Z * [new tag] viable/strict/1761715523 -> viable/strict/1761715523 2025-12-04T08:53:31.9396056Z * [new tag] viable/strict/1761727973 -> viable/strict/1761727973 2025-12-04T08:53:31.9397418Z * [new tag] viable/strict/1761751558 -> viable/strict/1761751558 2025-12-04T08:53:31.9398787Z * [new tag] viable/strict/1761755187 -> viable/strict/1761755187 2025-12-04T08:53:31.9400385Z * [new tag] viable/strict/1761756826 -> viable/strict/1761756826 2025-12-04T08:53:31.9401715Z * [new tag] viable/strict/1761769551 -> viable/strict/1761769551 2025-12-04T08:53:31.9403108Z * [new tag] viable/strict/1761771032 -> viable/strict/1761771032 2025-12-04T08:53:31.9404443Z * [new tag] viable/strict/1761773101 -> viable/strict/1761773101 2025-12-04T08:53:31.9405774Z * [new tag] viable/strict/1761781792 -> viable/strict/1761781792 2025-12-04T08:53:31.9407165Z * [new tag] viable/strict/1761784788 -> viable/strict/1761784788 2025-12-04T08:53:31.9408489Z * [new tag] viable/strict/1761786740 -> viable/strict/1761786740 2025-12-04T08:53:31.9410000Z * [new tag] viable/strict/1761789332 -> viable/strict/1761789332 2025-12-04T08:53:31.9411610Z * [new tag] viable/strict/1761792569 -> viable/strict/1761792569 2025-12-04T08:53:31.9412904Z * [new tag] viable/strict/1761795289 -> viable/strict/1761795289 2025-12-04T08:53:31.9414256Z * [new tag] viable/strict/1761798345 -> viable/strict/1761798345 2025-12-04T08:53:31.9415597Z * [new tag] viable/strict/1761799827 -> viable/strict/1761799827 2025-12-04T08:53:31.9416954Z * [new tag] viable/strict/1761805604 -> viable/strict/1761805604 2025-12-04T08:53:31.9418260Z * [new tag] viable/strict/1761807202 -> viable/strict/1761807202 2025-12-04T08:53:31.9419632Z * [new tag] viable/strict/1761809094 -> viable/strict/1761809094 2025-12-04T08:53:31.9420988Z * [new tag] viable/strict/1761810576 -> viable/strict/1761810576 2025-12-04T08:53:31.9422344Z * [new tag] viable/strict/1761812771 -> viable/strict/1761812771 2025-12-04T08:53:31.9423871Z * [new tag] viable/strict/1761814363 -> viable/strict/1761814363 2025-12-04T08:53:31.9425209Z * [new tag] viable/strict/1761857410 -> viable/strict/1761857410 2025-12-04T08:53:31.9427025Z * [new tag] viable/strict/1761860985 -> viable/strict/1761860985 2025-12-04T08:53:31.9428374Z * [new tag] viable/strict/1761863094 -> viable/strict/1761863094 2025-12-04T08:53:31.9429718Z * [new tag] viable/strict/1761864590 -> viable/strict/1761864590 2025-12-04T08:53:31.9431051Z * [new tag] viable/strict/1761866675 -> viable/strict/1761866675 2025-12-04T08:53:31.9432569Z * [new tag] viable/strict/1761868178 -> viable/strict/1761868178 2025-12-04T08:53:31.9433901Z * [new tag] viable/strict/1761871111 -> viable/strict/1761871111 2025-12-04T08:53:31.9435348Z * [new tag] viable/strict/1761873126 -> viable/strict/1761873126 2025-12-04T08:53:31.9436771Z * [new tag] viable/strict/1761875714 -> viable/strict/1761875714 2025-12-04T08:53:31.9438193Z * [new tag] viable/strict/1761878924 -> viable/strict/1761878924 2025-12-04T08:53:31.9439535Z * [new tag] viable/strict/1761881727 -> viable/strict/1761881727 2025-12-04T08:53:31.9440881Z * [new tag] viable/strict/1761882959 -> viable/strict/1761882959 2025-12-04T08:53:31.9442224Z * [new tag] viable/strict/1761886268 -> viable/strict/1761886268 2025-12-04T08:53:31.9443560Z * [new tag] viable/strict/1761893641 -> viable/strict/1761893641 2025-12-04T08:53:31.9445674Z * [new tag] viable/strict/1761931517 -> viable/strict/1761931517 2025-12-04T08:53:31.9446110Z * [new tag] viable/strict/1761933080 -> viable/strict/1761933080 2025-12-04T08:53:31.9447558Z * [new tag] viable/strict/1761935217 -> viable/strict/1761935217 2025-12-04T08:53:31.9448970Z * [new tag] viable/strict/1761938533 -> viable/strict/1761938533 2025-12-04T08:53:31.9450319Z * [new tag] viable/strict/1761940184 -> viable/strict/1761940184 2025-12-04T08:53:31.9451686Z * [new tag] viable/strict/1761942338 -> viable/strict/1761942338 2025-12-04T08:53:31.9453028Z * [new tag] viable/strict/1761946100 -> viable/strict/1761946100 2025-12-04T08:53:31.9454443Z * [new tag] viable/strict/1761947374 -> viable/strict/1761947374 2025-12-04T08:53:31.9455767Z * [new tag] viable/strict/1761950978 -> viable/strict/1761950978 2025-12-04T08:53:31.9457097Z * [new tag] viable/strict/1761957727 -> viable/strict/1761957727 2025-12-04T08:53:31.9458425Z * [new tag] viable/strict/1761959532 -> viable/strict/1761959532 2025-12-04T08:53:31.9459967Z * [new tag] viable/strict/1761965366 -> viable/strict/1761965366 2025-12-04T08:53:31.9461305Z * [new tag] viable/strict/1761968066 -> viable/strict/1761968066 2025-12-04T08:53:31.9462702Z * [new tag] viable/strict/1761969322 -> viable/strict/1761969322 2025-12-04T08:53:31.9464109Z * [new tag] viable/strict/1761974723 -> viable/strict/1761974723 2025-12-04T08:53:31.9465584Z * [new tag] viable/strict/1761981837 -> viable/strict/1761981837 2025-12-04T08:53:31.9466924Z * [new tag] viable/strict/1761985546 -> viable/strict/1761985546 2025-12-04T08:53:31.9468318Z * [new tag] viable/strict/1761987030 -> viable/strict/1761987030 2025-12-04T08:53:31.9469721Z * [new tag] viable/strict/1762003554 -> viable/strict/1762003554 2025-12-04T08:53:31.9471101Z * [new tag] viable/strict/1762021560 -> viable/strict/1762021560 2025-12-04T08:53:31.9472415Z * [new tag] viable/strict/1762032190 -> viable/strict/1762032190 2025-12-04T08:53:31.9473752Z * [new tag] viable/strict/1762040981 -> viable/strict/1762040981 2025-12-04T08:53:31.9475107Z * [new tag] viable/strict/1762048525 -> viable/strict/1762048525 2025-12-04T08:53:31.9476529Z * [new tag] viable/strict/1762104223 -> viable/strict/1762104223 2025-12-04T08:53:31.9477929Z * [new tag] viable/strict/1762105778 -> viable/strict/1762105778 2025-12-04T08:53:31.9479261Z * [new tag] viable/strict/1762115109 -> viable/strict/1762115109 2025-12-04T08:53:31.9480567Z * [new tag] viable/strict/1762125840 -> viable/strict/1762125840 2025-12-04T08:53:31.9481811Z * [new tag] viable/strict/1762127377 -> viable/strict/1762127377 2025-12-04T08:53:31.9483400Z * [new tag] viable/strict/1762134925 -> viable/strict/1762134925 2025-12-04T08:53:31.9484640Z * [new tag] viable/strict/1762138338 -> viable/strict/1762138338 2025-12-04T08:53:31.9485989Z * [new tag] viable/strict/1762148993 -> viable/strict/1762148993 2025-12-04T08:53:31.9487443Z * [new tag] viable/strict/1762152871 -> viable/strict/1762152871 2025-12-04T08:53:31.9488788Z * [new tag] viable/strict/1762156183 -> viable/strict/1762156183 2025-12-04T08:53:31.9490100Z * [new tag] viable/strict/1762163457 -> viable/strict/1762163457 2025-12-04T08:53:31.9491457Z * [new tag] viable/strict/1762165569 -> viable/strict/1762165569 2025-12-04T08:53:31.9492804Z * [new tag] viable/strict/1762169035 -> viable/strict/1762169035 2025-12-04T08:53:31.9494156Z * [new tag] viable/strict/1762174936 -> viable/strict/1762174936 2025-12-04T08:53:31.9495508Z * [new tag] viable/strict/1762194412 -> viable/strict/1762194412 2025-12-04T08:53:31.9496870Z * [new tag] viable/strict/1762195876 -> viable/strict/1762195876 2025-12-04T08:53:31.9498214Z * [new tag] viable/strict/1762197788 -> viable/strict/1762197788 2025-12-04T08:53:31.9499840Z * [new tag] viable/strict/1762199389 -> viable/strict/1762199389 2025-12-04T08:53:31.9501285Z * [new tag] viable/strict/1762206585 -> viable/strict/1762206585 2025-12-04T08:53:31.9502882Z * [new tag] viable/strict/1762210184 -> viable/strict/1762210184 2025-12-04T08:53:31.9504087Z * [new tag] viable/strict/1762218736 -> viable/strict/1762218736 2025-12-04T08:53:31.9505450Z * [new tag] viable/strict/1762224529 -> viable/strict/1762224529 2025-12-04T08:53:31.9506877Z * [new tag] viable/strict/1762227253 -> viable/strict/1762227253 2025-12-04T08:53:31.9508090Z * [new tag] viable/strict/1762228515 -> viable/strict/1762228515 2025-12-04T08:53:31.9509667Z * [new tag] viable/strict/1762230349 -> viable/strict/1762230349 2025-12-04T08:53:31.9510884Z * [new tag] viable/strict/1762231859 -> viable/strict/1762231859 2025-12-04T08:53:31.9512275Z * [new tag] viable/strict/1762233925 -> viable/strict/1762233925 2025-12-04T08:53:31.9513823Z * [new tag] viable/strict/1762237630 -> viable/strict/1762237630 2025-12-04T08:53:31.9515480Z * [new tag] viable/strict/1762253522 -> viable/strict/1762253522 2025-12-04T08:53:31.9516879Z * [new tag] viable/strict/1762278588 -> viable/strict/1762278588 2025-12-04T08:53:31.9518224Z * [new tag] viable/strict/1762284203 -> viable/strict/1762284203 2025-12-04T08:53:31.9519565Z * [new tag] viable/strict/1762289446 -> viable/strict/1762289446 2025-12-04T08:53:31.9520957Z * [new tag] viable/strict/1762291515 -> viable/strict/1762291515 2025-12-04T08:53:31.9522317Z * [new tag] viable/strict/1762295100 -> viable/strict/1762295100 2025-12-04T08:53:31.9523531Z * [new tag] viable/strict/1762296590 -> viable/strict/1762296590 2025-12-04T08:53:31.9524769Z * [new tag] viable/strict/1762300179 -> viable/strict/1762300179 2025-12-04T08:53:31.9525983Z * [new tag] viable/strict/1762303207 -> viable/strict/1762303207 2025-12-04T08:53:31.9527345Z * [new tag] viable/strict/1762386584 -> viable/strict/1762386584 2025-12-04T08:53:31.9528669Z * [new tag] viable/strict/1762391537 -> viable/strict/1762391537 2025-12-04T08:53:31.9529885Z * [new tag] viable/strict/1762394119 -> viable/strict/1762394119 2025-12-04T08:53:31.9531499Z * [new tag] viable/strict/1762397437 -> viable/strict/1762397437 2025-12-04T08:53:31.9532838Z * [new tag] viable/strict/1762400256 -> viable/strict/1762400256 2025-12-04T08:53:31.9534171Z * [new tag] viable/strict/1762401469 -> viable/strict/1762401469 2025-12-04T08:53:31.9535570Z * [new tag] viable/strict/1762408195 -> viable/strict/1762408195 2025-12-04T08:53:31.9536918Z * [new tag] viable/strict/1762410411 -> viable/strict/1762410411 2025-12-04T08:53:31.9538329Z * [new tag] viable/strict/1762417613 -> viable/strict/1762417613 2025-12-04T08:53:31.9539667Z * [new tag] viable/strict/1762419198 -> viable/strict/1762419198 2025-12-04T08:53:31.9541095Z * [new tag] viable/strict/1762422656 -> viable/strict/1762422656 2025-12-04T08:53:31.9542766Z * [new tag] viable/strict/1762424746 -> viable/strict/1762424746 2025-12-04T08:53:31.9544231Z * [new tag] viable/strict/1762446386 -> viable/strict/1762446386 2025-12-04T08:53:31.9545555Z * [new tag] viable/strict/1762449912 -> viable/strict/1762449912 2025-12-04T08:53:31.9546991Z * [new tag] viable/strict/1762457031 -> viable/strict/1762457031 2025-12-04T08:53:31.9548322Z * [new tag] viable/strict/1762462441 -> viable/strict/1762462441 2025-12-04T08:53:31.9549695Z * [new tag] viable/strict/1762467909 -> viable/strict/1762467909 2025-12-04T08:53:31.9551080Z * [new tag] viable/strict/1762471493 -> viable/strict/1762471493 2025-12-04T08:53:31.9552462Z * [new tag] viable/strict/1762475990 -> viable/strict/1762475990 2025-12-04T08:53:31.9553891Z * [new tag] viable/strict/1762477933 -> viable/strict/1762477933 2025-12-04T08:53:31.9555235Z * [new tag] viable/strict/1762491053 -> viable/strict/1762491053 2025-12-04T08:53:31.9556658Z * [new tag] viable/strict/1762493118 -> viable/strict/1762493118 2025-12-04T08:53:31.9558021Z * [new tag] viable/strict/1762498442 -> viable/strict/1762498442 2025-12-04T08:53:31.9559462Z * [new tag] viable/strict/1762501778 -> viable/strict/1762501778 2025-12-04T08:53:31.9560732Z * [new tag] viable/strict/1762504001 -> viable/strict/1762504001 2025-12-04T08:53:31.9562179Z * [new tag] viable/strict/1762505583 -> viable/strict/1762505583 2025-12-04T08:53:31.9563593Z * [new tag] viable/strict/1762507523 -> viable/strict/1762507523 2025-12-04T08:53:31.9564903Z * [new tag] viable/strict/1762511140 -> viable/strict/1762511140 2025-12-04T08:53:31.9566360Z * [new tag] viable/strict/1762512632 -> viable/strict/1762512632 2025-12-04T08:53:31.9567730Z * [new tag] viable/strict/1762520467 -> viable/strict/1762520467 2025-12-04T08:53:31.9569073Z * [new tag] viable/strict/1762522016 -> viable/strict/1762522016 2025-12-04T08:53:31.9570483Z * [new tag] viable/strict/1762530591 -> viable/strict/1762530591 2025-12-04T08:53:31.9571843Z * [new tag] viable/strict/1762543405 -> viable/strict/1762543405 2025-12-04T08:53:31.9573107Z * [new tag] viable/strict/1762544998 -> viable/strict/1762544998 2025-12-04T08:53:31.9574497Z * [new tag] viable/strict/1762552182 -> viable/strict/1762552182 2025-12-04T08:53:31.9575841Z * [new tag] viable/strict/1762554297 -> viable/strict/1762554297 2025-12-04T08:53:31.9577048Z * [new tag] viable/strict/1762559381 -> viable/strict/1762559381 2025-12-04T08:53:31.9578461Z * [new tag] viable/strict/1762562222 -> viable/strict/1762562222 2025-12-04T08:53:31.9579870Z * [new tag] viable/strict/1762564319 -> viable/strict/1762564319 2025-12-04T08:53:31.9581079Z * [new tag] viable/strict/1762566904 -> viable/strict/1762566904 2025-12-04T08:53:31.9582556Z * [new tag] viable/strict/1762569781 -> viable/strict/1762569781 2025-12-04T08:53:31.9583916Z * [new tag] viable/strict/1762575940 -> viable/strict/1762575940 2025-12-04T08:53:31.9585400Z * [new tag] viable/strict/1762580974 -> viable/strict/1762580974 2025-12-04T08:53:31.9586736Z * [new tag] viable/strict/1762583185 -> viable/strict/1762583185 2025-12-04T08:53:31.9588047Z * [new tag] viable/strict/1762586647 -> viable/strict/1762586647 2025-12-04T08:53:31.9589460Z * [new tag] viable/strict/1762588183 -> viable/strict/1762588183 2025-12-04T08:53:31.9590813Z * [new tag] viable/strict/1762593886 -> viable/strict/1762593886 2025-12-04T08:53:31.9592156Z * [new tag] viable/strict/1762650743 -> viable/strict/1762650743 2025-12-04T08:53:31.9593610Z * [new tag] viable/strict/1762653328 -> viable/strict/1762653328 2025-12-04T08:53:31.9594929Z * [new tag] viable/strict/1762659342 -> viable/strict/1762659342 2025-12-04T08:53:31.9596294Z * [new tag] viable/strict/1762662360 -> viable/strict/1762662360 2025-12-04T08:53:31.9597605Z * [new tag] viable/strict/1762667377 -> viable/strict/1762667377 2025-12-04T08:53:31.9598992Z * [new tag] viable/strict/1762671090 -> viable/strict/1762671090 2025-12-04T08:53:31.9600615Z * [new tag] viable/strict/1762680284 -> viable/strict/1762680284 2025-12-04T08:53:31.9602015Z * [new tag] viable/strict/1762683900 -> viable/strict/1762683900 2025-12-04T08:53:31.9603701Z * [new tag] viable/strict/1762705541 -> viable/strict/1762705541 2025-12-04T08:53:31.9605068Z * [new tag] viable/strict/1762709004 -> viable/strict/1762709004 2025-12-04T08:53:31.9606468Z * [new tag] viable/strict/1762746004 -> viable/strict/1762746004 2025-12-04T08:53:31.9607931Z * [new tag] viable/strict/1762748799 -> viable/strict/1762748799 2025-12-04T08:53:31.9609538Z * [new tag] viable/strict/1762759504 -> viable/strict/1762759504 2025-12-04T08:53:31.9610781Z * [new tag] viable/strict/1762760973 -> viable/strict/1762760973 2025-12-04T08:53:31.9612106Z * [new tag] viable/strict/1762775374 -> viable/strict/1762775374 2025-12-04T08:53:31.9613462Z * [new tag] viable/strict/1762777661 -> viable/strict/1762777661 2025-12-04T08:53:31.9614823Z * [new tag] viable/strict/1762779774 -> viable/strict/1762779774 2025-12-04T08:53:31.9616302Z * [new tag] viable/strict/1762781259 -> viable/strict/1762781259 2025-12-04T08:53:31.9617725Z * [new tag] viable/strict/1762793628 -> viable/strict/1762793628 2025-12-04T08:53:31.9619115Z * [new tag] viable/strict/1762800711 -> viable/strict/1762800711 2025-12-04T08:53:31.9620448Z * [new tag] viable/strict/1762809894 -> viable/strict/1762809894 2025-12-04T08:53:31.9621804Z * [new tag] viable/strict/1762811384 -> viable/strict/1762811384 2025-12-04T08:53:31.9623357Z * [new tag] viable/strict/1762813841 -> viable/strict/1762813841 2025-12-04T08:53:31.9624693Z * [new tag] viable/strict/1762815047 -> viable/strict/1762815047 2025-12-04T08:53:31.9626163Z * [new tag] viable/strict/1762817094 -> viable/strict/1762817094 2025-12-04T08:53:31.9627489Z * [new tag] viable/strict/1762818582 -> viable/strict/1762818582 2025-12-04T08:53:31.9628880Z * [new tag] viable/strict/1762821623 -> viable/strict/1762821623 2025-12-04T08:53:31.9630109Z * [new tag] viable/strict/1762823531 -> viable/strict/1762823531 2025-12-04T08:53:31.9631527Z * [new tag] viable/strict/1762849583 -> viable/strict/1762849583 2025-12-04T08:53:31.9632883Z * [new tag] viable/strict/1762851200 -> viable/strict/1762851200 2025-12-04T08:53:31.9634207Z * [new tag] viable/strict/1762854603 -> viable/strict/1762854603 2025-12-04T08:53:31.9635561Z * [new tag] viable/strict/1762858276 -> viable/strict/1762858276 2025-12-04T08:53:31.9636918Z * [new tag] viable/strict/1762860891 -> viable/strict/1762860891 2025-12-04T08:53:31.9638830Z * [new tag] viable/strict/1762866174 -> viable/strict/1762866174 2025-12-04T08:53:31.9640190Z * [new tag] viable/strict/1762867653 -> viable/strict/1762867653 2025-12-04T08:53:31.9641582Z * [new tag] viable/strict/1762872669 -> viable/strict/1762872669 2025-12-04T08:53:31.9642794Z * [new tag] viable/strict/1762878380 -> viable/strict/1762878380 2025-12-04T08:53:31.9644203Z * [new tag] viable/strict/1762889003 -> viable/strict/1762889003 2025-12-04T08:53:31.9645676Z * [new tag] viable/strict/1762890589 -> viable/strict/1762890589 2025-12-04T08:53:31.9647006Z * [new tag] viable/strict/1762892743 -> viable/strict/1762892743 2025-12-04T08:53:31.9648489Z * [new tag] viable/strict/1762894271 -> viable/strict/1762894271 2025-12-04T08:53:31.9649620Z * [new tag] viable/strict/1762896287 -> viable/strict/1762896287 2025-12-04T08:53:31.9651025Z * [new tag] viable/strict/1762915871 -> viable/strict/1762915871 2025-12-04T08:53:31.9652346Z * [new tag] viable/strict/1762918569 -> viable/strict/1762918569 2025-12-04T08:53:31.9653569Z * [new tag] viable/strict/1762919776 -> viable/strict/1762919776 2025-12-04T08:53:31.9654922Z * [new tag] viable/strict/1762923072 -> viable/strict/1762923072 2025-12-04T08:53:31.9656322Z * [new tag] viable/strict/1762928826 -> viable/strict/1762928826 2025-12-04T08:53:31.9657783Z * [new tag] viable/strict/1762930451 -> viable/strict/1762930451 2025-12-04T08:53:31.9659218Z * [new tag] viable/strict/1762933780 -> viable/strict/1762933780 2025-12-04T08:53:31.9660530Z * [new tag] viable/strict/1762937638 -> viable/strict/1762937638 2025-12-04T08:53:31.9662032Z * [new tag] viable/strict/1762939545 -> viable/strict/1762939545 2025-12-04T08:53:31.9664155Z * [new tag] viable/strict/1762962692 -> viable/strict/1762962692 2025-12-04T08:53:31.9665456Z * [new tag] viable/strict/1762979143 -> viable/strict/1762979143 2025-12-04T08:53:31.9666820Z * [new tag] viable/strict/1762984188 -> viable/strict/1762984188 2025-12-04T08:53:31.9668074Z * [new tag] viable/strict/1762986306 -> viable/strict/1762986306 2025-12-04T08:53:31.9669456Z * [new tag] viable/strict/1762989903 -> viable/strict/1762989903 2025-12-04T08:53:31.9670810Z * [new tag] viable/strict/1762991377 -> viable/strict/1762991377 2025-12-04T08:53:31.9672180Z * [new tag] viable/strict/1762998921 -> viable/strict/1762998921 2025-12-04T08:53:31.9673620Z * [new tag] viable/strict/1763002287 -> viable/strict/1763002287 2025-12-04T08:53:31.9674987Z * [new tag] viable/strict/1763016840 -> viable/strict/1763016840 2025-12-04T08:53:31.9676332Z * [new tag] viable/strict/1763020180 -> viable/strict/1763020180 2025-12-04T08:53:31.9677781Z * [new tag] viable/strict/1763027421 -> viable/strict/1763027421 2025-12-04T08:53:31.9679111Z * [new tag] viable/strict/1763031120 -> viable/strict/1763031120 2025-12-04T08:53:31.9680473Z * [new tag] viable/strict/1763036861 -> viable/strict/1763036861 2025-12-04T08:53:31.9681829Z * [new tag] viable/strict/1763038993 -> viable/strict/1763038993 2025-12-04T08:53:31.9683278Z * [new tag] viable/strict/1763054703 -> viable/strict/1763054703 2025-12-04T08:53:31.9684482Z * [new tag] viable/strict/1763067061 -> viable/strict/1763067061 2025-12-04T08:53:31.9685815Z * [new tag] viable/strict/1763070847 -> viable/strict/1763070847 2025-12-04T08:53:31.9687163Z * [new tag] viable/strict/1763072706 -> viable/strict/1763072706 2025-12-04T08:53:31.9688650Z * [new tag] viable/strict/1763076302 -> viable/strict/1763076302 2025-12-04T08:53:31.9690067Z * [new tag] viable/strict/1763080816 -> viable/strict/1763080816 2025-12-04T08:53:31.9691377Z * [new tag] viable/strict/1763082732 -> viable/strict/1763082732 2025-12-04T08:53:31.9693195Z * [new tag] viable/strict/1763085329 -> viable/strict/1763085329 2025-12-04T08:53:31.9694591Z * [new tag] viable/strict/1763088623 -> viable/strict/1763088623 2025-12-04T08:53:31.9696067Z * [new tag] viable/strict/1763091402 -> viable/strict/1763091402 2025-12-04T08:53:31.9697426Z * [new tag] viable/strict/1763092602 -> viable/strict/1763092602 2025-12-04T08:53:31.9698770Z * [new tag] viable/strict/1763094355 -> viable/strict/1763094355 2025-12-04T08:53:31.9702041Z * [new tag] viable/strict/1763099390 -> viable/strict/1763099390 2025-12-04T08:53:31.9703555Z * [new tag] viable/strict/1763101608 -> viable/strict/1763101608 2025-12-04T08:53:31.9704922Z * [new tag] viable/strict/1763105102 -> viable/strict/1763105102 2025-12-04T08:53:31.9706395Z * [new tag] viable/strict/1763112347 -> viable/strict/1763112347 2025-12-04T08:53:31.9707736Z * [new tag] viable/strict/1763119471 -> viable/strict/1763119471 2025-12-04T08:53:31.9708979Z * [new tag] viable/strict/1763126835 -> viable/strict/1763126835 2025-12-04T08:53:31.9710188Z * [new tag] viable/strict/1763149779 -> viable/strict/1763149779 2025-12-04T08:53:31.9711748Z * [new tag] viable/strict/1763164178 -> viable/strict/1763164178 2025-12-04T08:53:31.9713010Z * [new tag] viable/strict/1763167104 -> viable/strict/1763167104 2025-12-04T08:53:31.9714393Z * [new tag] viable/strict/1763169132 -> viable/strict/1763169132 2025-12-04T08:53:31.9715762Z * [new tag] viable/strict/1763171708 -> viable/strict/1763171708 2025-12-04T08:53:31.9717101Z * [new tag] viable/strict/1763174759 -> viable/strict/1763174759 2025-12-04T08:53:31.9718556Z * [new tag] viable/strict/1763180744 -> viable/strict/1763180744 2025-12-04T08:53:31.9719859Z * [new tag] viable/strict/1763182227 -> viable/strict/1763182227 2025-12-04T08:53:31.9721205Z * [new tag] viable/strict/1763184309 -> viable/strict/1763184309 2025-12-04T08:53:31.9723035Z * [new tag] viable/strict/1763187991 -> viable/strict/1763187991 2025-12-04T08:53:31.9724446Z * [new tag] viable/strict/1763191445 -> viable/strict/1763191445 2025-12-04T08:53:31.9725856Z * [new tag] viable/strict/1763195152 -> viable/strict/1763195152 2025-12-04T08:53:31.9727078Z * [new tag] viable/strict/1763205769 -> viable/strict/1763205769 2025-12-04T08:53:31.9728487Z * [new tag] viable/strict/1763246990 -> viable/strict/1763246990 2025-12-04T08:53:31.9729972Z * [new tag] viable/strict/1763261578 -> viable/strict/1763261578 2025-12-04T08:53:31.9731169Z * [new tag] viable/strict/1763286573 -> viable/strict/1763286573 2025-12-04T08:53:31.9732412Z * [new tag] viable/strict/1763292167 -> viable/strict/1763292167 2025-12-04T08:53:31.9733764Z * [new tag] viable/strict/1763333386 -> viable/strict/1763333386 2025-12-04T08:53:31.9735121Z * [new tag] viable/strict/1763340082 -> viable/strict/1763340082 2025-12-04T08:53:31.9737084Z * [new tag] viable/strict/1763364324 -> viable/strict/1763364324 2025-12-04T08:53:31.9738463Z * [new tag] viable/strict/1763371569 -> viable/strict/1763371569 2025-12-04T08:53:31.9739790Z * [new tag] viable/strict/1763373067 -> viable/strict/1763373067 2025-12-04T08:53:31.9741158Z * [new tag] viable/strict/1763375157 -> viable/strict/1763375157 2025-12-04T08:53:31.9742531Z * [new tag] viable/strict/1763382462 -> viable/strict/1763382462 2025-12-04T08:53:31.9743943Z * [new tag] viable/strict/1763394661 -> viable/strict/1763394661 2025-12-04T08:53:31.9745500Z * [new tag] viable/strict/1763396797 -> viable/strict/1763396797 2025-12-04T08:53:31.9746910Z * [new tag] viable/strict/1763398542 -> viable/strict/1763398542 2025-12-04T08:53:31.9748327Z * [new tag] viable/strict/1763401807 -> viable/strict/1763401807 2025-12-04T08:53:31.9749523Z * [new tag] viable/strict/1763414698 -> viable/strict/1763414698 2025-12-04T08:53:31.9750907Z * [new tag] viable/strict/1763419807 -> viable/strict/1763419807 2025-12-04T08:53:31.9752291Z * [new tag] viable/strict/1763426369 -> viable/strict/1763426369 2025-12-04T08:53:31.9753663Z * [new tag] viable/strict/1763428331 -> viable/strict/1763428331 2025-12-04T08:53:31.9755076Z * [new tag] viable/strict/1763430922 -> viable/strict/1763430922 2025-12-04T08:53:31.9756290Z * [new tag] viable/strict/1763434184 -> viable/strict/1763434184 2025-12-04T08:53:31.9757673Z * [new tag] viable/strict/1763439973 -> viable/strict/1763439973 2025-12-04T08:53:31.9759058Z * [new tag] viable/strict/1763444995 -> viable/strict/1763444995 2025-12-04T08:53:31.9760396Z * [new tag] viable/strict/1763447206 -> viable/strict/1763447206 2025-12-04T08:53:31.9761882Z * [new tag] viable/strict/1763448826 -> viable/strict/1763448826 2025-12-04T08:53:31.9763148Z * [new tag] viable/strict/1763450717 -> viable/strict/1763450717 2025-12-04T08:53:31.9764492Z * [new tag] viable/strict/1763452183 -> viable/strict/1763452183 2025-12-04T08:53:31.9765896Z * [new tag] viable/strict/1763457945 -> viable/strict/1763457945 2025-12-04T08:53:31.9767241Z * [new tag] viable/strict/1763459439 -> viable/strict/1763459439 2025-12-04T08:53:31.9768550Z * [new tag] viable/strict/1763461556 -> viable/strict/1763461556 2025-12-04T08:53:31.9769883Z * [new tag] viable/strict/1763463103 -> viable/strict/1763463103 2025-12-04T08:53:31.9771295Z * [new tag] viable/strict/1763465100 -> viable/strict/1763465100 2025-12-04T08:53:31.9772514Z * [new tag] viable/strict/1763468866 -> viable/strict/1763468866 2025-12-04T08:53:31.9773756Z * [new tag] viable/strict/1763493823 -> viable/strict/1763493823 2025-12-04T08:53:31.9774991Z * [new tag] viable/strict/1763496249 -> viable/strict/1763496249 2025-12-04T08:53:31.9776343Z * [new tag] viable/strict/1763502620 -> viable/strict/1763502620 2025-12-04T08:53:31.9777860Z * [new tag] viable/strict/1763504715 -> viable/strict/1763504715 2025-12-04T08:53:31.9779205Z * [new tag] viable/strict/1763506208 -> viable/strict/1763506208 2025-12-04T08:53:31.9780645Z * [new tag] viable/strict/1763520590 -> viable/strict/1763520590 2025-12-04T08:53:31.9782040Z * [new tag] viable/strict/1763523357 -> viable/strict/1763523357 2025-12-04T08:53:31.9784024Z * [new tag] viable/strict/1763529922 -> viable/strict/1763529922 2025-12-04T08:53:31.9785429Z * [new tag] viable/strict/1763531408 -> viable/strict/1763531408 2025-12-04T08:53:31.9786804Z * [new tag] viable/strict/1763533622 -> viable/strict/1763533622 2025-12-04T08:53:31.9788171Z * [new tag] viable/strict/1763538576 -> viable/strict/1763538576 2025-12-04T08:53:31.9789609Z * [new tag] viable/strict/1763545823 -> viable/strict/1763545823 2025-12-04T08:53:31.9790860Z * [new tag] viable/strict/1763547951 -> viable/strict/1763547951 2025-12-04T08:53:31.9792266Z * [new tag] viable/strict/1763551477 -> viable/strict/1763551477 2025-12-04T08:53:31.9793638Z * [new tag] viable/strict/1763552982 -> viable/strict/1763552982 2025-12-04T08:53:31.9795026Z * [new tag] viable/strict/1763594698 -> viable/strict/1763594698 2025-12-04T08:53:31.9796428Z * [new tag] viable/strict/1763596178 -> viable/strict/1763596178 2025-12-04T08:53:31.9797815Z * [new tag] viable/strict/1763599155 -> viable/strict/1763599155 2025-12-04T08:53:31.9799141Z * [new tag] viable/strict/1763603717 -> viable/strict/1763603717 2025-12-04T08:53:31.9800835Z * [new tag] viable/strict/1763606923 -> viable/strict/1763606923 2025-12-04T08:53:31.9802190Z * [new tag] viable/strict/1763609715 -> viable/strict/1763609715 2025-12-04T08:53:31.9803532Z * [new tag] viable/strict/1763612757 -> viable/strict/1763612757 2025-12-04T08:53:31.9804937Z * [new tag] viable/strict/1763616325 -> viable/strict/1763616325 2025-12-04T08:53:31.9806316Z * [new tag] viable/strict/1763623509 -> viable/strict/1763623509 2025-12-04T08:53:31.9807808Z * [new tag] viable/strict/1763624984 -> viable/strict/1763624984 2025-12-04T08:53:31.9809181Z * [new tag] viable/strict/1763628796 -> viable/strict/1763628796 2025-12-04T08:53:31.9810504Z * [new tag] viable/strict/1763634343 -> viable/strict/1763634343 2025-12-04T08:53:31.9811985Z * [new tag] viable/strict/1763635867 -> viable/strict/1763635867 2025-12-04T08:53:31.9813377Z * [new tag] viable/strict/1763639382 -> viable/strict/1763639382 2025-12-04T08:53:31.9814649Z * [new tag] viable/strict/1763646626 -> viable/strict/1763646626 2025-12-04T08:53:31.9816163Z * [new tag] viable/strict/1763655997 -> viable/strict/1763655997 2025-12-04T08:53:31.9817527Z * [new tag] viable/strict/1763659444 -> viable/strict/1763659444 2025-12-04T08:53:31.9818895Z * [new tag] viable/strict/1763660992 -> viable/strict/1763660992 2025-12-04T08:53:31.9820230Z * [new tag] viable/strict/1763663201 -> viable/strict/1763663201 2025-12-04T08:53:31.9821619Z * [new tag] viable/strict/1763670362 -> viable/strict/1763670362 2025-12-04T08:53:31.9823153Z * [new tag] viable/strict/1763675378 -> viable/strict/1763675378 2025-12-04T08:53:31.9824592Z * [new tag] viable/strict/1763693343 -> viable/strict/1763693343 2025-12-04T08:53:31.9826013Z * [new tag] viable/strict/1763696088 -> viable/strict/1763696088 2025-12-04T08:53:31.9827495Z * [new tag] viable/strict/1763697343 -> viable/strict/1763697343 2025-12-04T08:53:31.9828839Z * [new tag] viable/strict/1763699165 -> viable/strict/1763699165 2025-12-04T08:53:31.9830189Z * [new tag] viable/strict/1763700660 -> viable/strict/1763700660 2025-12-04T08:53:31.9831551Z * [new tag] viable/strict/1763704209 -> viable/strict/1763704209 2025-12-04T08:53:31.9832973Z * [new tag] viable/strict/1763706411 -> viable/strict/1763706411 2025-12-04T08:53:31.9834376Z * [new tag] viable/strict/1763708082 -> viable/strict/1763708082 2025-12-04T08:53:31.9835707Z * [new tag] viable/strict/1763711381 -> viable/strict/1763711381 2025-12-04T08:53:31.9836992Z * [new tag] viable/strict/1763713593 -> viable/strict/1763713593 2025-12-04T08:53:31.9838319Z * [new tag] viable/strict/1763715201 -> viable/strict/1763715201 2025-12-04T08:53:31.9839685Z * [new tag] viable/strict/1763733017 -> viable/strict/1763733017 2025-12-04T08:53:31.9841067Z * [new tag] viable/strict/1763735108 -> viable/strict/1763735108 2025-12-04T08:53:31.9842416Z * [new tag] viable/strict/1763749579 -> viable/strict/1763749579 2025-12-04T08:53:31.9843803Z * [new tag] viable/strict/1763751113 -> viable/strict/1763751113 2025-12-04T08:53:31.9845178Z * [new tag] viable/strict/1763753035 -> viable/strict/1763753035 2025-12-04T08:53:31.9846632Z * [new tag] viable/strict/1763754578 -> viable/strict/1763754578 2025-12-04T08:53:31.9848049Z * [new tag] viable/strict/1763756748 -> viable/strict/1763756748 2025-12-04T08:53:31.9849395Z * [new tag] viable/strict/1763758205 -> viable/strict/1763758205 2025-12-04T08:53:31.9850644Z * [new tag] viable/strict/1763764050 -> viable/strict/1763764050 2025-12-04T08:53:31.9852014Z * [new tag] viable/strict/1763771887 -> viable/strict/1763771887 2025-12-04T08:53:31.9853530Z * [new tag] viable/strict/1763773920 -> viable/strict/1763773920 2025-12-04T08:53:31.9854795Z * [new tag] viable/strict/1763776501 -> viable/strict/1763776501 2025-12-04T08:53:31.9856152Z * [new tag] viable/strict/1763779437 -> viable/strict/1763779437 2025-12-04T08:53:31.9857687Z * [new tag] viable/strict/1763781038 -> viable/strict/1763781038 2025-12-04T08:53:31.9858911Z * [new tag] viable/strict/1763782245 -> viable/strict/1763782245 2025-12-04T08:53:31.9860297Z * [new tag] viable/strict/1763785568 -> viable/strict/1763785568 2025-12-04T08:53:31.9861787Z * [new tag] viable/strict/1763787006 -> viable/strict/1763787006 2025-12-04T08:53:31.9863253Z * [new tag] viable/strict/1763789103 -> viable/strict/1763789103 2025-12-04T08:53:31.9864578Z * [new tag] viable/strict/1763790578 -> viable/strict/1763790578 2025-12-04T08:53:31.9865974Z * [new tag] viable/strict/1763796275 -> viable/strict/1763796275 2025-12-04T08:53:31.9867522Z * [new tag] viable/strict/1763801465 -> viable/strict/1763801465 2025-12-04T08:53:31.9868962Z * [new tag] viable/strict/1763803522 -> viable/strict/1763803522 2025-12-04T08:53:31.9870385Z * [new tag] viable/strict/1763808581 -> viable/strict/1763808581 2025-12-04T08:53:31.9871755Z * [new tag] viable/strict/1763840977 -> viable/strict/1763840977 2025-12-04T08:53:31.9873480Z * [new tag] viable/strict/1763846659 -> viable/strict/1763846659 2025-12-04T08:53:31.9874806Z * [new tag] viable/strict/1763872065 -> viable/strict/1763872065 2025-12-04T08:53:31.9876228Z * [new tag] viable/strict/1763873648 -> viable/strict/1763873648 2025-12-04T08:53:31.9877624Z * [new tag] viable/strict/1763875506 -> viable/strict/1763875506 2025-12-04T08:53:31.9878802Z * [new tag] viable/strict/1763889904 -> viable/strict/1763889904 2025-12-04T08:53:31.9880195Z * [new tag] viable/strict/1763930999 -> viable/strict/1763930999 2025-12-04T08:53:31.9881544Z * [new tag] viable/strict/1763944964 -> viable/strict/1763944964 2025-12-04T08:53:31.9882793Z * [new tag] viable/strict/1763958474 -> viable/strict/1763958474 2025-12-04T08:53:31.9884145Z * [new tag] viable/strict/1763967263 -> viable/strict/1763967263 2025-12-04T08:53:31.9885560Z * [new tag] viable/strict/1763972803 -> viable/strict/1763972803 2025-12-04T08:53:31.9886906Z * [new tag] viable/strict/1763976376 -> viable/strict/1763976376 2025-12-04T08:53:31.9888289Z * [new tag] viable/strict/1763989404 -> viable/strict/1763989404 2025-12-04T08:53:31.9889577Z * [new tag] viable/strict/1763990887 -> viable/strict/1763990887 2025-12-04T08:53:31.9890911Z * [new tag] viable/strict/1764019919 -> viable/strict/1764019919 2025-12-04T08:53:31.9892316Z * [new tag] viable/strict/1764023134 -> viable/strict/1764023134 2025-12-04T08:53:31.9893583Z * [new tag] viable/strict/1764024593 -> viable/strict/1764024593 2025-12-04T08:53:31.9894924Z * [new tag] viable/strict/1764026706 -> viable/strict/1764026706 2025-12-04T08:53:31.9896463Z * [new tag] viable/strict/1764031139 -> viable/strict/1764031139 2025-12-04T08:53:31.9897823Z * [new tag] viable/strict/1764033131 -> viable/strict/1764033131 2025-12-04T08:53:31.9899102Z * [new tag] viable/strict/1764035725 -> viable/strict/1764035725 2025-12-04T08:53:31.9900561Z * [new tag] viable/strict/1764624265 -> viable/strict/1764624265 2025-12-04T08:53:31.9901758Z * [new tag] viable/strict/1764631514 -> viable/strict/1764631514 2025-12-04T08:53:31.9903046Z * [new tag] viable/strict/1764632987 -> viable/strict/1764632987 2025-12-04T08:53:31.9904282Z * [new tag] viable/strict/1764636063 -> viable/strict/1764636063 2025-12-04T08:53:31.9905456Z * [new tag] viable/strict/1764643975 -> viable/strict/1764643975 2025-12-04T08:53:31.9906681Z * [new tag] viable/strict/1764646859 -> viable/strict/1764646859 2025-12-04T08:53:31.9907901Z * [new tag] viable/strict/1764653120 -> viable/strict/1764653120 2025-12-04T08:53:31.9909099Z * [new tag] viable/strict/1764654632 -> viable/strict/1764654632 2025-12-04T08:53:31.9910450Z * [new tag] viable/strict/1764656821 -> viable/strict/1764656821 2025-12-04T08:53:31.9911404Z * [new tag] viable/strict/1764658557 -> viable/strict/1764658557 2025-12-04T08:53:31.9912813Z * [new tag] viable/strict/1764660333 -> viable/strict/1764660333 2025-12-04T08:53:31.9914001Z * [new tag] viable/strict/1764661812 -> viable/strict/1764661812 2025-12-04T08:53:31.9915209Z * [new tag] viable/strict/1764664023 -> viable/strict/1764664023 2025-12-04T08:53:31.9916495Z * [new tag] viable/strict/1764669150 -> viable/strict/1764669150 2025-12-04T08:53:31.9917698Z * [new tag] viable/strict/1764680709 -> viable/strict/1764680709 2025-12-04T08:53:31.9918936Z * [new tag] viable/strict/1764687619 -> viable/strict/1764687619 2025-12-04T08:53:31.9920156Z * [new tag] viable/strict/1764696355 -> viable/strict/1764696355 2025-12-04T08:53:31.9921391Z * [new tag] viable/strict/1764701767 -> viable/strict/1764701767 2025-12-04T08:53:31.9922591Z * [new tag] viable/strict/1764710768 -> viable/strict/1764710768 2025-12-04T08:53:31.9923791Z * [new tag] viable/strict/1764716202 -> viable/strict/1764716202 2025-12-04T08:53:31.9924970Z * [new tag] viable/strict/1764793566 -> viable/strict/1764793566 2025-12-04T08:53:31.9926190Z * [new tag] viable/strict/1764797093 -> viable/strict/1764797093 2025-12-04T08:53:31.9927388Z * [new tag] viable/strict/1764800729 -> viable/strict/1764800729 2025-12-04T08:53:31.9928681Z * [new tag] whc_flight_1 -> whc_flight_1 2025-12-04T08:53:31.9929969Z * [new tag] whc_flight_2 -> whc_flight_2 2025-12-04T08:53:31.9931468Z * [new tag] whc_flight_4 -> whc_flight_4 2025-12-04T08:53:32.0766707Z [command]/usr/bin/git rev-parse --verify --quiet ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32^{object} 2025-12-04T08:53:32.0793879Z ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T08:53:32.0797915Z ##[endgroup] 2025-12-04T08:53:32.0798172Z ##[group]Determining the checkout info 2025-12-04T08:53:32.0798917Z ##[endgroup] 2025-12-04T08:53:32.0802592Z [command]/usr/bin/git sparse-checkout disable 2025-12-04T08:53:32.0836765Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig 2025-12-04T08:53:32.0866438Z ##[group]Checking out the ref 2025-12-04T08:53:32.0873651Z [command]/usr/bin/git checkout --progress --force ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T08:53:33.1271652Z Updating files: 75% (15197/20121) 2025-12-04T08:53:33.1427014Z Updating files: 76% (15292/20121) 2025-12-04T08:53:33.1573477Z Updating files: 77% (15494/20121) 2025-12-04T08:53:33.1781839Z Updating files: 78% (15695/20121) 2025-12-04T08:53:33.2039222Z Updating files: 79% (15896/20121) 2025-12-04T08:53:33.2345612Z Updating files: 80% (16097/20121) 2025-12-04T08:53:33.2623247Z Updating files: 81% (16299/20121) 2025-12-04T08:53:33.2845658Z Updating files: 82% (16500/20121) 2025-12-04T08:53:33.3011568Z Updating files: 83% (16701/20121) 2025-12-04T08:53:33.3166139Z Updating files: 84% (16902/20121) 2025-12-04T08:53:33.3339622Z Updating files: 85% (17103/20121) 2025-12-04T08:53:33.3510679Z Updating files: 86% (17305/20121) 2025-12-04T08:53:33.3666556Z Updating files: 87% (17506/20121) 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2025-12-04T08:53:33.6046161Z 2025-12-04T08:53:33.6046368Z You are in 'detached HEAD' state. You can look around, make experimental 2025-12-04T08:53:33.6046851Z changes and commit them, and you can discard any commits you make in this 2025-12-04T08:53:33.6047321Z state without impacting any branches by switching back to a branch. 2025-12-04T08:53:33.6047627Z 2025-12-04T08:53:33.6047816Z If you want to create a new branch to retain commits you create, you may 2025-12-04T08:53:33.6048261Z do so (now or later) by using -c with the switch command. Example: 2025-12-04T08:53:33.6048534Z 2025-12-04T08:53:33.6048639Z git switch -c 2025-12-04T08:53:33.6048831Z 2025-12-04T08:53:33.6048927Z Or undo this operation with: 2025-12-04T08:53:33.6049090Z 2025-12-04T08:53:33.6049170Z git switch - 2025-12-04T08:53:33.6049289Z 2025-12-04T08:53:33.6049499Z Turn off this advice by setting config variable advice.detachedHead to false 2025-12-04T08:53:33.6049800Z 2025-12-04T08:53:33.6050032Z HEAD is now at ffd9b0fb435 Resolve collective autotuning test failure on arm (#168919) 2025-12-04T08:53:33.6172323Z ##[endgroup] 2025-12-04T08:53:33.6172731Z ##[group]Setting up auth for fetching submodules 2025-12-04T08:53:33.6179344Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-12-04T08:53:33.6233079Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2025-12-04T08:53:33.6263102Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2025-12-04T08:53:33.6290645Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2025-12-04T08:53:33.6317330Z ##[endgroup] 2025-12-04T08:53:33.6318165Z ##[group]Fetching submodules 2025-12-04T08:53:33.6322419Z [command]/usr/bin/git submodule sync --recursive 2025-12-04T08:53:33.6665994Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-12-04T08:53:33.7004245Z Submodule 'android/libs/fbjni' (https://github.com/facebookincubator/fbjni.git) registered for path 'android/libs/fbjni' 2025-12-04T08:53:33.7007593Z Submodule 'third_party/NNPACK_deps/FP16' (https://github.com/Maratyszcza/FP16.git) registered for path 'third_party/FP16' 2025-12-04T08:53:33.7011118Z Submodule 'third_party/NNPACK_deps/FXdiv' (https://github.com/Maratyszcza/FXdiv.git) registered for path 'third_party/FXdiv' 2025-12-04T08:53:33.7014599Z Submodule 'third_party/NNPACK' (https://github.com/Maratyszcza/NNPACK.git) registered for path 'third_party/NNPACK' 2025-12-04T08:53:33.7018267Z Submodule 'third_party/NVTX' (https://github.com/NVIDIA/NVTX.git) registered for path 'third_party/NVTX' 2025-12-04T08:53:33.7022290Z Submodule 'third_party/VulkanMemoryAllocator' (https://github.com/GPUOpen-LibrariesAndSDKs/VulkanMemoryAllocator.git) registered for path 'third_party/VulkanMemoryAllocator' 2025-12-04T08:53:33.7026820Z Submodule 'third_party/XNNPACK' (https://github.com/google/XNNPACK.git) registered for path 'third_party/XNNPACK' 2025-12-04T08:53:33.7031399Z Submodule 'third_party/aiter' (https://github.com/ROCm/aiter.git) registered for path 'third_party/aiter' 2025-12-04T08:53:33.7035510Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/benchmark' 2025-12-04T08:53:33.7039768Z Submodule 'third_party/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/composable_kernel' 2025-12-04T08:53:33.7044187Z Submodule 'third_party/cpp-httplib' (https://github.com/yhirose/cpp-httplib.git) registered for path 'third_party/cpp-httplib' 2025-12-04T08:53:33.7048295Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo.git) registered for path 'third_party/cpuinfo' 2025-12-04T08:53:33.7052631Z Submodule 'third_party/cudnn_frontend' (https://github.com/NVIDIA/cudnn-frontend.git) registered for path 'third_party/cudnn_frontend' 2025-12-04T08:53:33.7056862Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/cutlass' 2025-12-04T08:53:33.7061446Z Submodule 'third_party/fbgemm' (https://github.com/pytorch/fbgemm) registered for path 'third_party/fbgemm' 2025-12-04T08:53:33.7066389Z Submodule 'third_party/flash-attention' (https://github.com/Dao-AILab/flash-attention.git) registered for path 'third_party/flash-attention' 2025-12-04T08:53:33.7073722Z Submodule 'third_party/flatbuffers' (https://github.com/google/flatbuffers.git) registered for path 'third_party/flatbuffers' 2025-12-04T08:53:33.7078493Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/fmt' 2025-12-04T08:53:33.7083435Z Submodule 'third_party/gemmlowp/gemmlowp' (https://github.com/google/gemmlowp.git) registered for path 'third_party/gemmlowp/gemmlowp' 2025-12-04T08:53:33.7088189Z Submodule 'third_party/gloo' (https://github.com/pytorch/gloo) registered for path 'third_party/gloo' 2025-12-04T08:53:33.7093189Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/googletest' 2025-12-04T08:53:33.7098123Z Submodule 'third_party/ideep' (https://github.com/intel/ideep) registered for path 'third_party/ideep' 2025-12-04T08:53:33.7103901Z Submodule 'third_party/ittapi' (https://github.com/intel/ittapi.git) registered for path 'third_party/ittapi' 2025-12-04T08:53:33.7108971Z Submodule 'third_party/kineto' (https://github.com/pytorch/kineto) registered for path 'third_party/kineto' 2025-12-04T08:53:33.7114241Z Submodule 'third_party/kleidiai' (https://github.com/ARM-software/kleidiai.git) registered for path 'third_party/kleidiai' 2025-12-04T08:53:33.7119513Z Submodule 'third_party/mimalloc' (https://github.com/microsoft/mimalloc.git) registered for path 'third_party/mimalloc' 2025-12-04T08:53:33.7124908Z Submodule 'third_party/nlohmann' (https://github.com/nlohmann/json.git) registered for path 'third_party/nlohmann' 2025-12-04T08:53:33.7130305Z Submodule 'third_party/onnx' (https://github.com/onnx/onnx.git) registered for path 'third_party/onnx' 2025-12-04T08:53:33.7136062Z Submodule 'third_party/opentelemetry-cpp' (https://github.com/open-telemetry/opentelemetry-cpp.git) registered for path 'third_party/opentelemetry-cpp' 2025-12-04T08:53:33.7141528Z Submodule 'third_party/pocketfft' (https://github.com/mreineck/pocketfft) registered for path 'third_party/pocketfft' 2025-12-04T08:53:33.7147291Z Submodule 'third_party/protobuf' (https://github.com/protocolbuffers/protobuf.git) registered for path 'third_party/protobuf' 2025-12-04T08:53:33.7153053Z Submodule 'third_party/NNPACK_deps/psimd' (https://github.com/Maratyszcza/psimd.git) registered for path 'third_party/psimd' 2025-12-04T08:53:33.7159137Z Submodule 'third_party/NNPACK_deps/pthreadpool' (https://github.com/Maratyszcza/pthreadpool.git) registered for path 'third_party/pthreadpool' 2025-12-04T08:53:33.7167798Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/pybind11' 2025-12-04T08:53:33.7173888Z Submodule 'third_party/python-peachpy' (https://github.com/malfet/PeachPy.git) registered for path 'third_party/python-peachpy' 2025-12-04T08:53:33.7180045Z Submodule 'third_party/sleef' (https://github.com/shibatch/sleef) registered for path 'third_party/sleef' 2025-12-04T08:53:33.7188896Z Submodule 'third_party/tensorpipe' (https://github.com/pytorch/tensorpipe.git) registered for path 'third_party/tensorpipe' 2025-12-04T08:53:33.7220566Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/android/libs/fbjni'... 2025-12-04T08:53:33.9452261Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FXdiv'... 2025-12-04T08:53:33.9453094Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NNPACK'... 2025-12-04T08:53:33.9453601Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FP16'... 2025-12-04T08:53:33.9481245Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gemmlowp/gemmlowp'... 2025-12-04T08:53:34.4931775Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/benchmark'... 2025-12-04T08:53:34.4932372Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NVTX'... 2025-12-04T08:53:34.4932852Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/gloo'... 2025-12-04T08:53:34.4933433Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention'... 2025-12-04T08:53:34.4984517Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flatbuffers'... 2025-12-04T08:53:36.5912273Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cpuinfo'... 2025-12-04T08:53:36.5913492Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cpp-httplib'... 2025-12-04T08:53:36.5914425Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep'... 2025-12-04T08:53:36.5915311Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ittapi'... 2025-12-04T08:53:36.5916201Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kleidiai'... 2025-12-04T08:53:36.5917100Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pocketfft'... 2025-12-04T08:53:36.5918038Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cudnn_frontend'... 2025-12-04T08:53:36.5918973Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/googletest'... 2025-12-04T08:53:36.5919871Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/psimd'... 2025-12-04T08:53:36.5921904Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pthreadpool'... 2025-12-04T08:53:36.5922821Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fmt'... 2025-12-04T08:53:36.5953193Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/sleef'... 2025-12-04T08:53:37.6858775Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/VulkanMemoryAllocator'... 2025-12-04T08:53:37.6860275Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/mimalloc'... 2025-12-04T08:53:37.6861483Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/python-peachpy'... 2025-12-04T08:53:37.6862848Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto'... 2025-12-04T08:53:37.6910706Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe'... 2025-12-04T08:53:37.7860066Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx'... 2025-12-04T08:53:38.9882852Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/pybind11'... 2025-12-04T08:53:38.9884166Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm'... 2025-12-04T08:53:38.9885311Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/cutlass'... 2025-12-04T08:53:39.0884098Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/XNNPACK'... 2025-12-04T08:53:55.2538246Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/composable_kernel'... 2025-12-04T08:53:55.2539009Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nlohmann'... 2025-12-04T08:53:55.2539696Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp'... 2025-12-04T08:53:55.2540670Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/aiter'... 2025-12-04T08:53:55.2541555Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf'... 2025-12-04T08:53:55.2722562Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-12-04T08:53:55.2865958Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-12-04T08:53:55.2978385Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-12-04T08:53:55.3282527Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-12-04T08:53:55.4190753Z Submodule path 'third_party/NVTX': checked out '3ebbc93ded7285963bff932c678fa367eb393ba6' 2025-12-04T08:53:55.4708531Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-12-04T08:53:56.3422710Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-12-04T08:53:56.5339014Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-12-04T08:53:56.5363004Z Submodule '3rdparty/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/aiter/3rdparty/composable_kernel' 2025-12-04T08:53:56.5394284Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/aiter/3rdparty/composable_kernel'... 2025-12-04T08:54:00.8230608Z Submodule path 'third_party/aiter/3rdparty/composable_kernel': checked out 'cffe8fa2a442ac8e80dd236a1a5d24fe3d7e0cbf' 2025-12-04T08:54:00.8512654Z Submodule path 'third_party/benchmark': checked out '299e5928955cc62af9968370293b916f5130916f' 2025-12-04T08:54:01.2577382Z Submodule path 'third_party/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-12-04T08:54:01.3088247Z Submodule path 'third_party/cpp-httplib': checked out '89c932f313c6437c38f2982869beacc89c2f2246' 2025-12-04T08:54:01.4077670Z Submodule path 'third_party/cpuinfo': checked out 'f858c30bcb16f8effd5ff46996f0514539e17abc' 2025-12-04T08:54:01.4586176Z Submodule path 'third_party/cudnn_frontend': checked out '0b1577c8c83401237d601d0d0db5210506705396' 2025-12-04T08:54:02.1647244Z Submodule path 'third_party/cutlass': checked out 'f88806b1e31dfa579842638740216dd41fc6c588' 2025-12-04T08:54:02.3387082Z Submodule path 'third_party/fbgemm': checked out 'c0b988d39a9e47c794d699f29930ed4d7c7e13a4' 2025-12-04T08:54:02.3410755Z Submodule 'external/asmjit' (https://github.com/asmjit/asmjit.git) registered for path 'third_party/fbgemm/external/asmjit' 2025-12-04T08:54:02.3414015Z Submodule 'external/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/fbgemm/external/composable_kernel' 2025-12-04T08:54:02.3417377Z Submodule 'external/cpuinfo' (https://github.com/pytorch/cpuinfo) registered for path 'third_party/fbgemm/external/cpuinfo' 2025-12-04T08:54:02.3420691Z Submodule 'external/cutlass' (https://github.com/jwfromm/cutlass) registered for path 'third_party/fbgemm/external/cutlass' 2025-12-04T08:54:02.3424526Z Submodule 'external/googletest' (https://github.com/google/googletest) registered for path 'third_party/fbgemm/external/googletest' 2025-12-04T08:54:02.3428175Z Submodule 'external/hipify_torch' (https://github.com/ROCmSoftwarePlatform/hipify_torch.git) registered for path 'third_party/fbgemm/external/hipify_torch' 2025-12-04T08:54:02.3431744Z Submodule 'external/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/fbgemm/external/json' 2025-12-04T08:54:02.3462201Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/asmjit'... 2025-12-04T08:54:03.5060257Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/hipify_torch'... 2025-12-04T08:54:03.5061152Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/cpuinfo'... 2025-12-04T08:54:03.5062533Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/googletest'... 2025-12-04T08:54:03.6060614Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/composable_kernel'... 2025-12-04T08:54:06.5242469Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/cutlass'... 2025-12-04T08:54:06.6243605Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/json'... 2025-12-04T08:54:08.6012480Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'a3199e8857792cd10b7589ff5d58343d2c9008ea' 2025-12-04T08:54:09.0058935Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out '7fe50dc3da2069d6645d9deb8c017a876472a977' 2025-12-04T08:54:09.1081502Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-12-04T08:54:09.7956222Z Submodule path 'third_party/fbgemm/external/cutlass': checked out '98125ce499b0fdf7ffbe0e3052f5b8709f4840f8' 2025-12-04T08:54:09.8444384Z Submodule path 'third_party/fbgemm/external/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-12-04T08:54:09.8588397Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out '63b6a7b541fa7f08f8475ca7d74054db36ff2691' 2025-12-04T08:54:09.9760776Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-12-04T08:54:10.0583538Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-12-04T08:54:10.0605322Z Submodule 'csrc/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/flash-attention/csrc/composable_kernel' 2025-12-04T08:54:10.0608448Z Submodule 'csrc/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/flash-attention/csrc/cutlass' 2025-12-04T08:54:10.0639118Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/composable_kernel'... 2025-12-04T08:54:13.9753170Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/cutlass'... 2025-12-04T08:54:14.2629157Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-12-04T08:54:14.8781909Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-12-04T08:54:15.0379327Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-12-04T08:54:15.0692367Z Submodule path 'third_party/fmt': checked out '407c905e45ad75fc29bf0f9bb7c5c2fd3475976f' 2025-12-04T08:54:15.1102453Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-12-04T08:54:15.1395105Z Submodule path 'third_party/gloo': checked out '54cbae0d3a67fa890b4c3d9ee162b7860315e341' 2025-12-04T08:54:15.1862992Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-12-04T08:54:15.2024061Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-12-04T08:54:15.2043961Z Submodule 'mkl-dnn' (https://github.com/intel/mkl-dnn.git) registered for path 'third_party/ideep/mkl-dnn' 2025-12-04T08:54:15.2073394Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep/mkl-dnn'... 2025-12-04T08:54:28.3373985Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-12-04T08:54:28.3614376Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-12-04T08:54:28.4465777Z Submodule path 'third_party/kineto': checked out '31f85df8fbd89c188f14ef10f1ec65379786b943' 2025-12-04T08:54:28.4484599Z Submodule 'libkineto/third_party/dynolog' (https://github.com/facebookincubator/dynolog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog' 2025-12-04T08:54:28.4487544Z Submodule 'libkineto/third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/fmt' 2025-12-04T08:54:28.4490893Z Submodule 'libkineto/third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/googletest' 2025-12-04T08:54:28.4521203Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog'... 2025-12-04T08:54:29.1620459Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/fmt'... 2025-12-04T08:54:29.5260094Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/googletest'... 2025-12-04T08:54:29.6177352Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out 'd2ffe0a4e3acace628db49974246b66fc3e85fb1' 2025-12-04T08:54:29.6197683Z Submodule 'third_party/DCGM' (https://github.com/NVIDIA/DCGM.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-12-04T08:54:29.6200917Z Submodule 'third_party/cpr' (https://github.com/libcpr/cpr.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-12-04T08:54:29.6204246Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-12-04T08:54:29.6207786Z Submodule 'third_party/gflags' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-12-04T08:54:29.6211363Z Submodule 'third_party/glog' (https://github.com/google/glog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-12-04T08:54:29.6215158Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-12-04T08:54:29.6219016Z Submodule 'third_party/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-12-04T08:54:29.6222884Z Submodule 'third_party/pfs' (https://github.com/dtrugman/pfs.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-12-04T08:54:29.6226956Z Submodule 'third_party/prometheus-cpp' (https://github.com/jupp0r/prometheus-cpp.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-12-04T08:54:29.6258936Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'... 2025-12-04T08:54:31.5736420Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'... 2025-12-04T08:54:31.5737624Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp'... 2025-12-04T08:54:31.5738505Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'... 2025-12-04T08:54:31.5739296Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'... 2025-12-04T08:54:31.5740095Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/glog'... 2025-12-04T08:54:31.5740915Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'... 2025-12-04T08:54:31.5741874Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'... 2025-12-04T08:54:31.6736771Z Cloning 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2025-12-04T08:54:56.9076162Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-12-04T08:54:56.9126652Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-12-04T08:54:56.9170354Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-12-04T08:54:56.9221794Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-12-04T08:54:56.9267806Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-12-04T08:54:56.9315160Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-12-04T08:54:56.9361817Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-12-04T08:54:56.9409374Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-12-04T08:54:56.9455884Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T08:54:56.9504312Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T08:54:56.9556526Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-12-04T08:54:56.9602201Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-12-04T08:54:56.9652091Z Entering 'third_party/kleidiai' 2025-12-04T08:54:56.9703082Z Entering 'third_party/mimalloc' 2025-12-04T08:54:56.9749828Z Entering 'third_party/nlohmann' 2025-12-04T08:54:56.9798859Z Entering 'third_party/onnx' 2025-12-04T08:54:56.9860493Z Entering 'third_party/onnx/third_party/pybind11' 2025-12-04T08:54:56.9912126Z Entering 'third_party/opentelemetry-cpp' 2025-12-04T08:54:56.9959834Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-12-04T08:54:57.0007214Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-12-04T08:54:57.0057946Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-12-04T08:54:57.0109209Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-12-04T08:54:57.0157155Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-12-04T08:54:57.0207761Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-12-04T08:54:57.0255142Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-12-04T08:54:57.0299745Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T08:54:57.0347884Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T08:54:57.0402135Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-12-04T08:54:57.0466463Z Entering 'third_party/pocketfft' 2025-12-04T08:54:57.0520017Z Entering 'third_party/protobuf' 2025-12-04T08:54:57.0569448Z Entering 'third_party/protobuf/third_party/benchmark' 2025-12-04T08:54:57.0618190Z Entering 'third_party/protobuf/third_party/googletest' 2025-12-04T08:54:57.0671299Z Entering 'third_party/psimd' 2025-12-04T08:54:57.0718881Z Entering 'third_party/pthreadpool' 2025-12-04T08:54:57.0767163Z Entering 'third_party/pybind11' 2025-12-04T08:54:57.0818962Z Entering 'third_party/python-peachpy' 2025-12-04T08:54:57.0867906Z Entering 'third_party/sleef' 2025-12-04T08:54:57.0917010Z Entering 'third_party/tensorpipe' 2025-12-04T08:54:57.0964777Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-12-04T08:54:57.1011208Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-12-04T08:54:57.1057375Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-12-04T08:54:57.1107878Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-12-04T08:54:57.1154483Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-12-04T08:54:57.1222757Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:' 2025-12-04T08:54:57.1557641Z Entering 'android/libs/fbjni' 2025-12-04T08:54:57.1607245Z Entering 'third_party/FP16' 2025-12-04T08:54:57.1655065Z Entering 'third_party/FXdiv' 2025-12-04T08:54:57.1704312Z Entering 'third_party/NNPACK' 2025-12-04T08:54:57.1751480Z Entering 'third_party/NVTX' 2025-12-04T08:54:57.1800969Z Entering 'third_party/VulkanMemoryAllocator' 2025-12-04T08:54:57.1848170Z Entering 'third_party/XNNPACK' 2025-12-04T08:54:57.1910085Z Entering 'third_party/aiter' 2025-12-04T08:54:57.1957915Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-12-04T08:54:57.2014851Z Entering 'third_party/benchmark' 2025-12-04T08:54:57.2063232Z Entering 'third_party/composable_kernel' 2025-12-04T08:54:57.2117256Z Entering 'third_party/cpp-httplib' 2025-12-04T08:54:57.2166206Z Entering 'third_party/cpuinfo' 2025-12-04T08:54:57.2216480Z Entering 'third_party/cudnn_frontend' 2025-12-04T08:54:57.2270190Z Entering 'third_party/cutlass' 2025-12-04T08:54:57.2327519Z Entering 'third_party/fbgemm' 2025-12-04T08:54:57.2378643Z Entering 'third_party/fbgemm/external/asmjit' 2025-12-04T08:54:57.2426808Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-12-04T08:54:57.2483495Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-12-04T08:54:57.2530375Z Entering 'third_party/fbgemm/external/cutlass' 2025-12-04T08:54:57.2587031Z Entering 'third_party/fbgemm/external/googletest' 2025-12-04T08:54:57.2635552Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-12-04T08:54:57.2682039Z Entering 'third_party/fbgemm/external/json' 2025-12-04T08:54:57.2734259Z Entering 'third_party/flash-attention' 2025-12-04T08:54:57.2785973Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-12-04T08:54:57.2840281Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-12-04T08:54:57.2898303Z Entering 'third_party/flatbuffers' 2025-12-04T08:54:57.2953590Z Entering 'third_party/fmt' 2025-12-04T08:54:57.3001260Z Entering 'third_party/gemmlowp/gemmlowp' 2025-12-04T08:54:57.3049547Z Entering 'third_party/gloo' 2025-12-04T08:54:57.3097973Z Entering 'third_party/googletest' 2025-12-04T08:54:57.3149161Z Entering 'third_party/ideep' 2025-12-04T08:54:57.3195649Z Entering 'third_party/ideep/mkl-dnn' 2025-12-04T08:54:57.3250099Z Entering 'third_party/ittapi' 2025-12-04T08:54:57.3301031Z Entering 'third_party/kineto' 2025-12-04T08:54:57.3347782Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-12-04T08:54:57.3395407Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-12-04T08:54:57.3443152Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-12-04T08:54:57.3490791Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-12-04T08:54:57.3537888Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-12-04T08:54:57.3587908Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-12-04T08:54:57.3642022Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-12-04T08:54:57.3691111Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-12-04T08:54:57.3739607Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-12-04T08:54:57.3791896Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-12-04T08:54:57.3838585Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-12-04T08:54:57.3885695Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T08:54:57.3942509Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T08:54:57.3995360Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-12-04T08:54:57.4041958Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-12-04T08:54:57.4093271Z Entering 'third_party/kleidiai' 2025-12-04T08:54:57.4146115Z Entering 'third_party/mimalloc' 2025-12-04T08:54:57.4199150Z Entering 'third_party/nlohmann' 2025-12-04T08:54:57.4249280Z Entering 'third_party/onnx' 2025-12-04T08:54:57.4311873Z Entering 'third_party/onnx/third_party/pybind11' 2025-12-04T08:54:57.4362150Z Entering 'third_party/opentelemetry-cpp' 2025-12-04T08:54:57.4411634Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-12-04T08:54:57.4458002Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-12-04T08:54:57.4510151Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-12-04T08:54:57.4558778Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-12-04T08:54:57.4608059Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-12-04T08:54:57.4655502Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-12-04T08:54:57.4708244Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-12-04T08:54:57.4754469Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T08:54:57.4802446Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T08:54:57.4853117Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-12-04T08:54:57.4921660Z Entering 'third_party/pocketfft' 2025-12-04T08:54:57.4971024Z Entering 'third_party/protobuf' 2025-12-04T08:54:57.5020881Z Entering 'third_party/protobuf/third_party/benchmark' 2025-12-04T08:54:57.5067989Z Entering 'third_party/protobuf/third_party/googletest' 2025-12-04T08:54:57.5122338Z Entering 'third_party/psimd' 2025-12-04T08:54:57.5169475Z Entering 'third_party/pthreadpool' 2025-12-04T08:54:57.5218718Z Entering 'third_party/pybind11' 2025-12-04T08:54:57.5267003Z Entering 'third_party/python-peachpy' 2025-12-04T08:54:57.5315279Z Entering 'third_party/sleef' 2025-12-04T08:54:57.5367485Z Entering 'third_party/tensorpipe' 2025-12-04T08:54:57.5419787Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-12-04T08:54:57.5467114Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-12-04T08:54:57.5520178Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-12-04T08:54:57.5568107Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-12-04T08:54:57.5615227Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-12-04T08:54:57.5686078Z ##[endgroup] 2025-12-04T08:54:57.5722775Z [command]/usr/bin/git log -1 --format=%H 2025-12-04T08:54:57.5747394Z ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T08:54:57.5859384Z ##[group]Run cd "${GITHUB_WORKSPACE}" 2025-12-04T08:54:57.5859647Z cd "${GITHUB_WORKSPACE}" 2025-12-04T08:54:57.5859864Z # Clean stale submodule dirs 2025-12-04T08:54:57.5860091Z if [ -z "${NO_SUDO}" ]; then 2025-12-04T08:54:57.5860372Z  sudo git submodule foreach --recursive git clean -ffdx 2025-12-04T08:54:57.5860640Z else 2025-12-04T08:54:57.5861015Z  git submodule foreach --recursive git clean -ffdx 2025-12-04T08:54:57.5861399Z fi 2025-12-04T08:54:57.5872524Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:54:57.5872809Z env: 2025-12-04T08:54:57.5872967Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:54:57.5873146Z NO_SUDO: true 2025-12-04T08:54:57.5873304Z ##[endgroup] 2025-12-04T08:54:57.6233185Z Entering 'android/libs/fbjni' 2025-12-04T08:54:57.6269865Z Entering 'third_party/FP16' 2025-12-04T08:54:57.6306909Z Entering 'third_party/FXdiv' 2025-12-04T08:54:57.6347214Z Entering 'third_party/NNPACK' 2025-12-04T08:54:57.6387899Z Entering 'third_party/NVTX' 2025-12-04T08:54:57.6431730Z Entering 'third_party/VulkanMemoryAllocator' 2025-12-04T08:54:57.6468813Z Entering 'third_party/XNNPACK' 2025-12-04T08:54:57.6593907Z Entering 'third_party/aiter' 2025-12-04T08:54:57.6639319Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-12-04T08:54:57.6755680Z Entering 'third_party/benchmark' 2025-12-04T08:54:57.6791685Z Entering 'third_party/composable_kernel' 2025-12-04T08:54:57.6915319Z Entering 'third_party/cpp-httplib' 2025-12-04T08:54:57.6957633Z Entering 'third_party/cpuinfo' 2025-12-04T08:54:57.7002839Z Entering 'third_party/cudnn_frontend' 2025-12-04T08:54:57.7041279Z Entering 'third_party/cutlass' 2025-12-04T08:54:57.7146500Z Entering 'third_party/fbgemm' 2025-12-04T08:54:57.7212182Z Entering 'third_party/fbgemm/external/asmjit' 2025-12-04T08:54:57.7248368Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-12-04T08:54:57.7372103Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-12-04T08:54:57.7411404Z Entering 'third_party/fbgemm/external/cutlass' 2025-12-04T08:54:57.7515373Z Entering 'third_party/fbgemm/external/googletest' 2025-12-04T08:54:57.7557931Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-12-04T08:54:57.7594111Z Entering 'third_party/fbgemm/external/json' 2025-12-04T08:54:57.7643757Z Entering 'third_party/flash-attention' 2025-12-04T08:54:57.7687154Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-12-04T08:54:57.7792293Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-12-04T08:54:57.7885966Z Entering 'third_party/flatbuffers' 2025-12-04T08:54:57.7962703Z Entering 'third_party/fmt' 2025-12-04T08:54:57.7999079Z Entering 'third_party/gemmlowp/gemmlowp' 2025-12-04T08:54:57.8037719Z Entering 'third_party/gloo' 2025-12-04T08:54:57.8079979Z Entering 'third_party/googletest' 2025-12-04T08:54:57.8117706Z Entering 'third_party/ideep' 2025-12-04T08:54:57.8154444Z Entering 'third_party/ideep/mkl-dnn' 2025-12-04T08:54:57.8243940Z Entering 'third_party/ittapi' 2025-12-04T08:54:57.8280768Z Entering 'third_party/kineto' 2025-12-04T08:54:57.8318696Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-12-04T08:54:57.8359513Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-12-04T08:54:57.8410241Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-12-04T08:54:57.8446948Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-12-04T08:54:57.8486068Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-12-04T08:54:57.8518733Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-12-04T08:54:57.8560577Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-12-04T08:54:57.8600361Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-12-04T08:54:57.8638432Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-12-04T08:54:57.8689203Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-12-04T08:54:57.8729701Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-12-04T08:54:57.8766437Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T08:54:57.8820346Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T08:54:57.8864314Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-12-04T08:54:57.8899582Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-12-04T08:54:57.8942434Z Entering 'third_party/kleidiai' 2025-12-04T08:54:57.8988313Z Entering 'third_party/mimalloc' 2025-12-04T08:54:57.9027729Z Entering 'third_party/nlohmann' 2025-12-04T08:54:57.9077455Z Entering 'third_party/onnx' 2025-12-04T08:54:57.9422498Z Entering 'third_party/onnx/third_party/pybind11' 2025-12-04T08:54:57.9463455Z Entering 'third_party/opentelemetry-cpp' 2025-12-04T08:54:57.9522418Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-12-04T08:54:57.9557762Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-12-04T08:54:57.9596445Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-12-04T08:54:57.9631242Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-12-04T08:54:57.9678267Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-12-04T08:54:57.9720358Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-12-04T08:54:57.9756591Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-12-04T08:54:57.9797910Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T08:54:57.9850938Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T08:54:57.9892894Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-12-04T08:54:58.0168003Z Entering 'third_party/pocketfft' 2025-12-04T08:54:58.0207651Z Entering 'third_party/protobuf' 2025-12-04T08:54:58.0290093Z Entering 'third_party/protobuf/third_party/benchmark' 2025-12-04T08:54:58.0326251Z Entering 'third_party/protobuf/third_party/googletest' 2025-12-04T08:54:58.0369203Z Entering 'third_party/psimd' 2025-12-04T08:54:58.0406108Z Entering 'third_party/pthreadpool' 2025-12-04T08:54:58.0439347Z Entering 'third_party/pybind11' 2025-12-04T08:54:58.0478193Z Entering 'third_party/python-peachpy' 2025-12-04T08:54:58.0519558Z Entering 'third_party/sleef' 2025-12-04T08:54:58.0558030Z Entering 'third_party/tensorpipe' 2025-12-04T08:54:58.0600492Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-12-04T08:54:58.0637631Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-12-04T08:54:58.0677579Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-12-04T08:54:58.0721865Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-12-04T08:54:58.0755939Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-12-04T08:54:58.0917307Z Prepare all required actions 2025-12-04T08:54:58.0917867Z Getting action download info 2025-12-04T08:54:58.2324704Z ##[group]Run ./.github/actions/setup-linux 2025-12-04T08:54:58.2324944Z env: 2025-12-04T08:54:58.2325101Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:54:58.2325286Z ##[endgroup] 2025-12-04T08:54:58.2356865Z ##[group]Run set -euo pipefail 2025-12-04T08:54:58.2357123Z set -euo pipefail 2025-12-04T08:54:58.2357343Z function get_ec2_metadata() { 2025-12-04T08:54:58.2357620Z  # Pulled from instance metadata endpoint for EC2 2025-12-04T08:54:58.2358068Z  # see https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instancedata-data-retrieval.html 2025-12-04T08:54:58.2358485Z  category=$1 2025-12-04T08:54:58.2358747Z  # If it is GCP runner (runner name contains gcp), do not run this 2025-12-04T08:54:58.2359055Z  runner_name_str=i-0e6f3504984bc593a 2025-12-04T08:54:58.2359328Z  if [[ -f /.inarc ]]; then 2025-12-04T08:54:58.2359575Z  echo "ARC Runner, no info on ec2 metadata" 2025-12-04T08:54:58.2359849Z  elif [[ $runner_name_str == *"gcp"* ]]; then 2025-12-04T08:54:58.2360175Z  echo "Runner is from Google Cloud Platform, No info on ec2 metadata" 2025-12-04T08:54:58.2360475Z  else 2025-12-04T08:54:58.2361080Z  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}" 2025-12-04T08:54:58.2361940Z  fi 2025-12-04T08:54:58.2362097Z } 2025-12-04T08:54:58.2362280Z echo "ami-id: $(get_ec2_metadata ami-id)" 2025-12-04T08:54:58.2362579Z echo "instance-id: $(get_ec2_metadata instance-id)" 2025-12-04T08:54:58.2362922Z echo "instance-type: $(get_ec2_metadata instance-type)" 2025-12-04T08:54:58.2363216Z echo "system info $(uname -a)" 2025-12-04T08:54:58.2370815Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:54:58.2371088Z env: 2025-12-04T08:54:58.2371254Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:54:58.2371436Z ##[endgroup] 2025-12-04T08:54:58.2509224Z ami-id: ami-08982f1c5bf93d976 2025-12-04T08:54:58.2604109Z instance-id: i-0e6f3504984bc593a 2025-12-04T08:54:58.2706528Z instance-type: g6.4xlarge 2025-12-04T08:54:58.2720409Z system info Linux ip-10-0-33-36.ec2.internal 6.1.150-174.273.amzn2023.x86_64 #1 SMP PREEMPT_DYNAMIC Tue Sep 9 12:21:26 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux 2025-12-04T08:54:58.2738655Z ##[group]Run if [ -f /usr/bin/nvidia-smi ]; then nvidia-smi; fi 2025-12-04T08:54:58.2738990Z if [ -f /usr/bin/nvidia-smi ]; then nvidia-smi; fi 2025-12-04T08:54:58.2746106Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:54:58.2746383Z env: 2025-12-04T08:54:58.2746533Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:54:58.2746713Z ##[endgroup] 2025-12-04T08:54:59.7322071Z Thu Dec 4 08:54:59 2025 2025-12-04T08:54:59.7322661Z +-----------------------------------------------------------------------------------------+ 2025-12-04T08:54:59.7323402Z | NVIDIA-SMI 580.82.07 Driver Version: 580.82.07 CUDA Version: 13.0 | 2025-12-04T08:54:59.7324118Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T08:54:59.7324849Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-12-04T08:54:59.7325637Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-12-04T08:54:59.7326251Z | | | MIG M. | 2025-12-04T08:54:59.7326691Z |=========================================+========================+======================| 2025-12-04T08:54:59.7390935Z | 0 NVIDIA L4 Off | 00000000:35:00.0 Off | 0 | 2025-12-04T08:54:59.7391714Z | N/A 35C P0 26W / 72W | 0MiB / 23034MiB | 0% Default | 2025-12-04T08:54:59.7392106Z | | | N/A | 2025-12-04T08:54:59.7392461Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T08:54:59.7392741Z 2025-12-04T08:54:59.7392893Z +-----------------------------------------------------------------------------------------+ 2025-12-04T08:54:59.7393285Z | Processes: | 2025-12-04T08:54:59.7393695Z | GPU GI CI PID Type Process name GPU Memory | 2025-12-04T08:54:59.7394084Z | ID ID Usage | 2025-12-04T08:54:59.7394596Z |=========================================================================================| 2025-12-04T08:54:59.7396141Z | No running processes found | 2025-12-04T08:54:59.7396647Z +-----------------------------------------------------------------------------------------+ 2025-12-04T08:55:00.0618174Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:55:00.0618840Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:55:00.0627741Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:00.0628036Z env: 2025-12-04T08:55:00.0628191Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:00.0628384Z ##[endgroup] 2025-12-04T08:55:00.0683521Z ##[group]Run if systemctl is-active --quiet docker; then 2025-12-04T08:55:00.0684156Z if systemctl is-active --quiet docker; then 2025-12-04T08:55:00.0684446Z  echo "Docker daemon is running..."; 2025-12-04T08:55:00.0684692Z else 2025-12-04T08:55:00.0684945Z  echo "Starting docker daemon..." && sudo systemctl start docker; 2025-12-04T08:55:00.0685250Z fi 2025-12-04T08:55:00.0692263Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:00.0692578Z env: 2025-12-04T08:55:00.0692734Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:00.0692911Z ##[endgroup] 2025-12-04T08:55:00.0778738Z Docker daemon is running... 2025-12-04T08:55:00.0813949Z ##[group]Run nick-fields/retry@v3.0.0 2025-12-04T08:55:00.0814164Z with: 2025-12-04T08:55:00.0814310Z shell: bash 2025-12-04T08:55:00.0814460Z timeout_minutes: 5 2025-12-04T08:55:00.0814629Z max_attempts: 3 2025-12-04T08:55:00.0814793Z retry_wait_seconds: 30 2025-12-04T08:55:00.0816429Z command: AWS_ACCOUNT_ID=$(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 2025-12-04T08:55:00.0818063Z polling_interval_seconds: 1 2025-12-04T08:55:00.0818275Z warning_on_retry: true 2025-12-04T08:55:00.0818455Z continue_on_error: false 2025-12-04T08:55:00.0818633Z env: 2025-12-04T08:55:00.0818781Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:00.0818959Z AWS_RETRY_MODE: standard 2025-12-04T08:55:00.0819140Z AWS_MAX_ATTEMPTS: 5 2025-12-04T08:55:00.0819323Z AWS_DEFAULT_REGION: us-east-1 2025-12-04T08:55:00.0819510Z ##[endgroup] 2025-12-04T08:55:01.0862527Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-12-04T08:55:01.0863582Z Configure a credential helper to remove this warning. See 2025-12-04T08:55:01.0864247Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-12-04T08:55:01.0864715Z 2025-12-04T08:55:01.0864838Z Login Succeeded 2025-12-04T08:55:01.5402242Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-12-04T08:55:01.5402830Z Configure a credential helper to remove this warning. See 2025-12-04T08:55:01.5403635Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-12-04T08:55:01.5403985Z 2025-12-04T08:55:01.5404087Z Login Succeeded 2025-12-04T08:55:02.1588098Z Command completed after 1 attempt(s). 2025-12-04T08:55:02.1646266Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-12-04T08:55:02.1646657Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-12-04T08:55:02.1646977Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-12-04T08:55:02.1656051Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:02.1656333Z env: 2025-12-04T08:55:02.1656501Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:02.1656690Z ##[endgroup] 2025-12-04T08:55:02.1738395Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-12-04T08:55:02.1738794Z # ignore expansion of "docker ps -q" since it could be empty 2025-12-04T08:55:02.1739110Z # shellcheck disable=SC2046 2025-12-04T08:55:02.1739520Z docker stop $(docker ps -q) || true 2025-12-04T08:55:02.1739779Z # Prune all of the docker images 2025-12-04T08:55:02.1740009Z docker system prune -af 2025-12-04T08:55:02.1747296Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:02.1747578Z env: 2025-12-04T08:55:02.1747737Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:02.1747930Z ##[endgroup] 2025-12-04T08:55:02.2000281Z "docker stop" requires at least 1 argument. 2025-12-04T08:55:02.2000690Z See 'docker stop --help'. 2025-12-04T08:55:02.2000859Z 2025-12-04T08:55:02.2001036Z Usage: docker stop [OPTIONS] CONTAINER [CONTAINER...] 2025-12-04T08:55:02.2001308Z 2025-12-04T08:55:02.2001414Z Stop one or more running containers 2025-12-04T08:55:02.2297371Z Total reclaimed space: 0B 2025-12-04T08:55:02.2446933Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@main 2025-12-04T08:55:02.2447297Z with: 2025-12-04T08:55:02.2447875Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2448523Z use-custom-docker-registry: true 2025-12-04T08:55:02.2448734Z docker-build-dir: .ci/docker 2025-12-04T08:55:02.2448942Z docker-build-script: ./build.sh 2025-12-04T08:55:02.2449151Z working-directory: . 2025-12-04T08:55:02.2449403Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:02.2449680Z force-push: false 2025-12-04T08:55:02.2449844Z env: 2025-12-04T08:55:02.2449996Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:02.2450173Z ##[endgroup] 2025-12-04T08:55:02.2466790Z ##[group]Run set -ex 2025-12-04T08:55:02.2467012Z set -ex 2025-12-04T08:55:02.2467174Z  2025-12-04T08:55:02.2467486Z # If the docker build directory or the build script doesn't exist, the action will 2025-12-04T08:55:02.2467956Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2025-12-04T08:55:02.2468369Z # job could then download the pre-built image as usual 2025-12-04T08:55:02.2468851Z if [[ -d "${DOCKER_BUILD_DIR}" ]] && [[ -f "${DOCKER_BUILD_DIR}/${DOCKER_BUILD_SCRIPT}" ]] && [[ "${USE_CUSTOM_DOCKER_REGISTRY}" == "true" ]]; then 2025-12-04T08:55:02.2469303Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2469537Z else 2025-12-04T08:55:02.2469725Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2470041Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2470318Z  2025-12-04T08:55:02.2470714Z  echo "Not using custom ECR registry. Either it was not requested or there is no Docker build script in the ${REPO_NAME} repo..." 2025-12-04T08:55:02.2471177Z  exit 0 2025-12-04T08:55:02.2471329Z fi 2025-12-04T08:55:02.2471479Z  2025-12-04T08:55:02.2471724Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2025-12-04T08:55:02.2472159Z  # The docker image name already includes the ECR prefix and tag, so we can just 2025-12-04T08:55:02.2472529Z  # use it as it is, but first let's extract the tag 2025-12-04T08:55:02.2472867Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2025-12-04T08:55:02.2473223Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2473565Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2473840Z else 2025-12-04T08:55:02.2474021Z  if [[ "${DOCKER_IMAGE_NAME}" == *:* ]]; then 2025-12-04T08:55:02.2474290Z  CUSTOM_TAG_PREFIX=${DOCKER_IMAGE_NAME#*:} 2025-12-04T08:55:02.2474562Z  DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME%%:*} 2025-12-04T08:55:02.2474803Z  fi 2025-12-04T08:55:02.2475119Z  DOCKER_TAG=${CUSTOM_TAG_PREFIX:+${CUSTOM_TAG_PREFIX}-}$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2025-12-04T08:55:02.2475718Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2476175Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2476671Z  echo "custom-tag-prefix=${CUSTOM_TAG_PREFIX}" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2476969Z fi 2025-12-04T08:55:02.2484837Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:02.2485114Z env: 2025-12-04T08:55:02.2485269Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:02.2485448Z REPO_NAME: pytorch 2025-12-04T08:55:02.2486157Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2486781Z DOCKER_BUILD_DIR: .ci/docker 2025-12-04T08:55:02.2486983Z DOCKER_BUILD_SCRIPT: ./build.sh 2025-12-04T08:55:02.2487253Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:02.2487544Z USE_CUSTOM_DOCKER_REGISTRY: true 2025-12-04T08:55:02.2487761Z CUSTOM_TAG_PREFIX: 2025-12-04T08:55:02.2487928Z ##[endgroup] 2025-12-04T08:55:02.2514314Z + [[ -d .ci/docker ]] 2025-12-04T08:55:02.2514600Z + [[ -f .ci/docker/./build.sh ]] 2025-12-04T08:55:02.2514861Z + [[ true == \t\r\u\e ]] 2025-12-04T08:55:02.2515098Z + echo skip=false 2025-12-04T08:55:02.2516069Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a == *\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* ]] 2025-12-04T08:55:02.2521780Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2522654Z ++ awk -F '[:,]' '{print $2}' 2025-12-04T08:55:02.2546429Z + DOCKER_TAG=pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2547277Z + echo docker-tag=pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2548313Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2569848Z ##[group]Run set +e 2025-12-04T08:55:02.2570067Z set +e 2025-12-04T08:55:02.2570225Z set -x 2025-12-04T08:55:02.2570381Z  2025-12-04T08:55:02.2570529Z login() { 2025-12-04T08:55:02.2570879Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-12-04T08:55:02.2571240Z } 2025-12-04T08:55:02.2571395Z  2025-12-04T08:55:02.2571537Z retry () { 2025-12-04T08:55:02.2571730Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-12-04T08:55:02.2571961Z } 2025-12-04T08:55:02.2572104Z  2025-12-04T08:55:02.2572255Z retry login "${DOCKER_REGISTRY}" 2025-12-04T08:55:02.2572470Z  2025-12-04T08:55:02.2572621Z START_TIME=$(date +%s) 2025-12-04T08:55:02.2572820Z # Wait up to 120 minutes 2025-12-04T08:55:02.2573076Z while [[ $(( $(date +%s) - 7200 )) -lt $START_TIME ]]; do 2025-12-04T08:55:02.2573422Z  # Check if image already exists, if it does then skip building it 2025-12-04T08:55:02.2573766Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2025-12-04T08:55:02.2574027Z  exit 0 2025-12-04T08:55:02.2574192Z  fi 2025-12-04T08:55:02.2574344Z  2025-12-04T08:55:02.2574606Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2025-12-04T08:55:02.2575073Z  # use this to differentiate between the Docker build and regular build jobs. For the 2025-12-04T08:55:02.2575687Z  # latter, it will wait for the Docker images to become available before continuing 2025-12-04T08:55:02.2576059Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2025-12-04T08:55:02.2576350Z  # It's a Docker build job, let's build the image 2025-12-04T08:55:02.2576597Z  break 2025-12-04T08:55:02.2576760Z  else 2025-12-04T08:55:02.2576993Z  # It's a regular build job, wait for the image to become available 2025-12-04T08:55:02.2577283Z  sleep 300 2025-12-04T08:55:02.2577457Z  fi 2025-12-04T08:55:02.2577608Z done 2025-12-04T08:55:02.2577758Z  2025-12-04T08:55:02.2578009Z # NB: This part requires a full checkout. Otherwise, the merge base will 2025-12-04T08:55:02.2578557Z # be empty. The default action would be to continue rebuild the image 2025-12-04T08:55:02.2578920Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2025-12-04T08:55:02.2579242Z  # if we're on the base branch then use the parent commit 2025-12-04T08:55:02.2579527Z  MERGE_BASE=$(git rev-parse HEAD~) 2025-12-04T08:55:02.2579748Z else 2025-12-04T08:55:02.2579969Z  # otherwise we're on a PR, so use the most recent base commit 2025-12-04T08:55:02.2580302Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2025-12-04T08:55:02.2580562Z fi 2025-12-04T08:55:02.2580712Z  2025-12-04T08:55:02.2580877Z if [[ -z "${MERGE_BASE}" ]]; then 2025-12-04T08:55:02.2581124Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2581350Z  2025-12-04T08:55:02.2581669Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2025-12-04T08:55:02.2582179Z  exit 0 2025-12-04T08:55:02.2582349Z fi 2025-12-04T08:55:02.2582488Z  2025-12-04T08:55:02.2582705Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2025-12-04T08:55:02.2583193Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2025-12-04T08:55:02.2583596Z  exit 1 2025-12-04T08:55:02.2583745Z fi 2025-12-04T08:55:02.2583883Z  2025-12-04T08:55:02.2584129Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2025-12-04T08:55:02.2584584Z # If no image exists but the hash is the same as the previous hash then we should error out here 2025-12-04T08:55:02.2584991Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2025-12-04T08:55:02.2585470Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2025-12-04T08:55:02.2586011Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2025-12-04T08:55:02.2586322Z fi 2025-12-04T08:55:02.2586465Z  2025-12-04T08:55:02.2586641Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-12-04T08:55:02.2593789Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:02.2594065Z env: 2025-12-04T08:55:02.2594218Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:02.2594402Z DOCKER_BUILD_DIR: .ci/docker 2025-12-04T08:55:02.2594656Z BASE_REVISION: ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T08:55:02.2595303Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2596114Z DOCKER_TAG: pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.2596581Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:02.2596865Z DOCKER_PUSH: 2025-12-04T08:55:02.2597029Z ##[endgroup] 2025-12-04T08:55:02.2622410Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:02.2623078Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:02.2625409Z + aws ecr get-login-password --region us-east-1 2025-12-04T08:55:02.2626466Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:02.7294100Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-12-04T08:55:02.7294838Z Configure a credential helper to remove this warning. See 2025-12-04T08:55:02.7295546Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-12-04T08:55:02.7296012Z 2025-12-04T08:55:02.7297069Z Login Succeeded 2025-12-04T08:55:02.7318071Z ++ date +%s 2025-12-04T08:55:02.7329306Z + START_TIME=1764838502 2025-12-04T08:55:02.7333071Z ++ date +%s 2025-12-04T08:55:02.7344726Z + [[ 1764831302 -lt 1764838502 ]] 2025-12-04T08:55:02.7345600Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:02.9152717Z { 2025-12-04T08:55:02.9153101Z "schemaVersion": 2, 2025-12-04T08:55:02.9153722Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2025-12-04T08:55:02.9154386Z "config": { 2025-12-04T08:55:02.9154866Z "mediaType": "application/vnd.docker.container.image.v1+json", 2025-12-04T08:55:02.9155461Z "size": 34864, 2025-12-04T08:55:02.9156058Z "digest": "sha256:add7313791033822205cdb3cf32096534b2cfaa4855bd48119b59000bfe00301" 2025-12-04T08:55:02.9156755Z }, 2025-12-04T08:55:02.9157040Z "layers": [ 2025-12-04T08:55:02.9157339Z { 2025-12-04T08:55:02.9157814Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-12-04T08:55:02.9158444Z "size": 30447951, 2025-12-04T08:55:02.9159083Z "digest": "sha256:63e5bc7682b85ae57a1221210f64d62e7a90b0a30f19af4ca734b8242ae49d63" 2025-12-04T08:55:02.9159791Z }, 2025-12-04T08:55:02.9160053Z { 2025-12-04T08:55:02.9160529Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-12-04T08:55:02.9161060Z "size": 1554, 2025-12-04T08:55:02.9161520Z "digest": "sha256:0678d56345c994444b77bb70b1177189d23e794748b1d75ffc45d227c7dea94a" 2025-12-04T08:55:02.9162065Z }, 2025-12-04T08:55:02.9162276Z { 2025-12-04T08:55:02.9162644Z "mediaType": "application/vnd.docker.image.rootfs.diff.tar.gzip", 2025-12-04T08:55:02.9163143Z "size": 313275661, 2025-12-04T08:55:02.9163661Z "digest": 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"sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1" 2025-12-04T08:55:02.9300323Z } 2025-12-04T08:55:02.9300454Z ] 2025-12-04T08:55:02.9300585Z } 2025-12-04T08:55:02.9323008Z ##[group]Run set -eux 2025-12-04T08:55:02.9323214Z set -eux 2025-12-04T08:55:02.9323508Z # It's ok if this steps fails, it would then be an anonymous user like what we used to have 2025-12-04T08:55:02.9324469Z 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 2025-12-04T08:55:02.9332482Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:02.9332775Z env: 2025-12-04T08:55:02.9332924Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:02.9333107Z ##[endgroup] 2025-12-04T08:55:02.9360987Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2025-12-04T08:55:02.9361680Z + jq --raw-output .SecretString 2025-12-04T08:55:02.9362821Z + jq -r .docker_hub_readonly_token 2025-12-04T08:55:02.9363800Z + docker login --username pytorchbot --password-stdin 2025-12-04T08:55:03.4471990Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-12-04T08:55:03.4472557Z Configure a credential helper to remove this warning. See 2025-12-04T08:55:03.4473080Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-12-04T08:55:03.4473431Z 2025-12-04T08:55:03.4474373Z Login Succeeded 2025-12-04T08:55:03.4552837Z ##[group]Run tag=${ECR_DOCKER_IMAGE##*:} 2025-12-04T08:55:03.4553169Z tag=${ECR_DOCKER_IMAGE##*:} 2025-12-04T08:55:03.4553481Z echo "docker pull ghcr.io/pytorch/ci-image:${tag/:/-}" 2025-12-04T08:55:03.4561350Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:03.4561635Z env: 2025-12-04T08:55:03.4561788Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:03.4562391Z ECR_DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:03.4562994Z ##[endgroup] 2025-12-04T08:55:03.4590636Z docker pull ghcr.io/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:03.4629234Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@main 2025-12-04T08:55:03.4629574Z with: 2025-12-04T08:55:03.4630129Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:03.4630819Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:03.4631110Z env: 2025-12-04T08:55:03.4631253Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:03.4631436Z ##[endgroup] 2025-12-04T08:55:03.4644104Z ##[group]Run set -x 2025-12-04T08:55:03.4644292Z set -x 2025-12-04T08:55:03.4644440Z set +e 2025-12-04T08:55:03.4644586Z  2025-12-04T08:55:03.4644731Z login() { 2025-12-04T08:55:03.4645069Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-12-04T08:55:03.4645432Z } 2025-12-04T08:55:03.4645579Z  2025-12-04T08:55:03.4645749Z retry () { 2025-12-04T08:55:03.4645941Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-12-04T08:55:03.4646160Z } 2025-12-04T08:55:03.4646313Z  2025-12-04T08:55:03.4646476Z retry login "${DOCKER_REGISTRY}" 2025-12-04T08:55:03.4646682Z  2025-12-04T08:55:03.4647021Z IMAGE_SIZE=$(docker manifest inspect "${DOCKER_IMAGE}" | jq '[.layers[].size, .config.size] | add / 1024 / 1024') 2025-12-04T08:55:03.4647665Z echo "Compressed size of image in MB: ${IMAGE_SIZE}" 2025-12-04T08:55:03.4647926Z  2025-12-04T08:55:03.4648072Z set -e 2025-12-04T08:55:03.4648315Z # ignore output since only exit code is used for conditional 2025-12-04T08:55:03.4648659Z # only pull docker image if it's not available locally 2025-12-04T08:55:03.4649033Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2025-12-04T08:55:03.4649391Z  retry docker pull "${DOCKER_IMAGE}" 2025-12-04T08:55:03.4649613Z fi 2025-12-04T08:55:03.4656400Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:55:03.4656678Z env: 2025-12-04T08:55:03.4656830Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:55:03.4657424Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:03.4658097Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:03.4658374Z ##[endgroup] 2025-12-04T08:55:03.4683426Z + set +e 2025-12-04T08:55:03.4683769Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:03.4684107Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:03.4686786Z + aws ecr get-login-password --region us-east-1 2025-12-04T08:55:03.4687999Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-12-04T08:55:03.9232352Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-12-04T08:55:03.9232930Z Configure a credential helper to remove this warning. See 2025-12-04T08:55:03.9233445Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-12-04T08:55:03.9233800Z 2025-12-04T08:55:03.9234232Z Login Succeeded 2025-12-04T08:55:03.9256736Z ++ docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:03.9257646Z ++ jq '[.layers[].size, .config.size] | add / 1024 / 1024' 2025-12-04T08:55:04.1363064Z + IMAGE_SIZE=15091.581844329834 2025-12-04T08:55:04.1363444Z + echo 'Compressed size of image in MB: 15091.581844329834' 2025-12-04T08:55:04.1363794Z + set -e 2025-12-04T08:55:04.1364560Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:04.1365763Z Compressed size of image in MB: 15091.581844329834 2025-12-04T08:55:04.1470965Z + retry docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:04.1472268Z + docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:55:04.3612709Z pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a: Pulling from pytorch/ci-image 2025-12-04T08:55:04.3613957Z 63e5bc7682b8: Pulling fs layer 2025-12-04T08:55:04.3614441Z 0678d56345c9: Pulling fs layer 2025-12-04T08:55:04.3614929Z 45f5c9ddfce7: Pulling fs layer 2025-12-04T08:55:04.3615369Z 086b1df51ac1: Pulling fs layer 2025-12-04T08:55:04.3615815Z fe8a7b64bf98: Pulling fs layer 2025-12-04T08:55:04.3616255Z 7680723e9a57: Pulling fs layer 2025-12-04T08:55:04.3616700Z 9c5027aeeb4e: Pulling fs layer 2025-12-04T08:55:04.3617178Z 9a5652110360: Pulling fs layer 2025-12-04T08:55:04.3617597Z 375c4427e914: Pulling fs layer 2025-12-04T08:55:04.3618023Z a86faaa7dbdd: Pulling fs layer 2025-12-04T08:55:04.3618455Z fb7848686804: Pulling fs layer 2025-12-04T08:55:04.3618869Z fe8a7b64bf98: Waiting 2025-12-04T08:55:04.3619251Z 3541df015cdb: Pulling fs layer 2025-12-04T08:55:04.3619968Z 086b1df51ac1: Waiting 2025-12-04T08:55:04.3620325Z 7680723e9a57: Waiting 2025-12-04T08:55:04.3620678Z 9c5027aeeb4e: Waiting 2025-12-04T08:55:04.3621029Z a86faaa7dbdd: Waiting 2025-12-04T08:55:04.3621380Z 79dc80f426b2: Pulling fs layer 2025-12-04T08:55:04.3621724Z a13fcc1b90bb: Pulling fs layer 2025-12-04T08:55:04.3622173Z 4f4fb700ef54: Pulling fs layer 2025-12-04T08:55:04.3622518Z fb7848686804: Waiting 2025-12-04T08:55:04.3622825Z 549db4d6c618: Pulling fs layer 2025-12-04T08:55:04.3623150Z a13fcc1b90bb: Waiting 2025-12-04T08:55:04.3623434Z 375c4427e914: Waiting 2025-12-04T08:55:04.3623714Z 79dc80f426b2: Waiting 2025-12-04T08:55:04.3624004Z 4f4fb700ef54: Waiting 2025-12-04T08:55:04.3624318Z 5c63528cb580: Pulling fs layer 2025-12-04T08:55:04.3624509Z 9a5652110360: Waiting 2025-12-04T08:55:04.3624674Z 549db4d6c618: Waiting 2025-12-04T08:55:04.3624849Z 75bd83b989a4: Pulling fs layer 2025-12-04T08:55:04.3625027Z 5c63528cb580: Waiting 2025-12-04T08:55:04.3625200Z de6e78970f51: Pulling fs layer 2025-12-04T08:55:04.3625396Z e13ed7c7e473: Pulling fs layer 2025-12-04T08:55:04.3625577Z 6e2949bcb741: Pulling fs layer 2025-12-04T08:55:04.3625754Z 75bd83b989a4: Waiting 2025-12-04T08:55:04.3625914Z de6e78970f51: Waiting 2025-12-04T08:55:04.3626075Z 14d69d9aaec7: Pulling fs layer 2025-12-04T08:55:04.3626258Z 5c02769dd8e5: Pulling fs layer 2025-12-04T08:55:04.3626438Z e13ed7c7e473: Waiting 2025-12-04T08:55:04.3626601Z 35041ce524ac: Pulling fs layer 2025-12-04T08:55:04.3626777Z 5c02769dd8e5: Waiting 2025-12-04T08:55:04.3626941Z 2fa92dc5885e: Pulling fs layer 2025-12-04T08:55:04.3627113Z 35041ce524ac: Waiting 2025-12-04T08:55:04.3627277Z 14d69d9aaec7: Waiting 2025-12-04T08:55:04.3627447Z 2b85eafbd92a: Pulling fs layer 2025-12-04T08:55:04.3627632Z ff755a4ddad7: Pulling fs layer 2025-12-04T08:55:04.3627824Z 6e2949bcb741: Waiting 2025-12-04T08:55:04.3627992Z 09eb41bdf42d: Pulling fs layer 2025-12-04T08:55:04.3628180Z 11ede4d59e93: Pulling fs layer 2025-12-04T08:55:04.3628360Z 1283cd8f801a: Pulling fs layer 2025-12-04T08:55:04.3628613Z 024fa855425f: Pulling fs layer 2025-12-04T08:55:04.3628948Z 2fa92dc5885e: Waiting 2025-12-04T08:55:04.3629239Z 09eb41bdf42d: Waiting 2025-12-04T08:55:04.3629545Z 303e6747a62e: Pulling fs layer 2025-12-04T08:55:04.3629870Z 11ede4d59e93: Waiting 2025-12-04T08:55:04.3630138Z ff755a4ddad7: Waiting 2025-12-04T08:55:04.3630423Z 3017cdf4838b: Pulling fs layer 2025-12-04T08:55:04.3630744Z 024fa855425f: Waiting 2025-12-04T08:55:04.3631051Z 6b6cd1c358e8: Pulling fs layer 2025-12-04T08:55:04.3631330Z b2dd04501124: Pulling fs layer 2025-12-04T08:55:04.3631525Z 55adc51fe589: Pulling fs layer 2025-12-04T08:55:04.3632066Z a43ca0e4b837: Pulling fs layer 2025-12-04T08:55:04.3632308Z 3017cdf4838b: Waiting 2025-12-04T08:55:04.3632487Z 55adc51fe589: Waiting 2025-12-04T08:55:04.3632661Z b7212f17fd14: Pulling fs layer 2025-12-04T08:55:04.3632854Z 6b6cd1c358e8: Waiting 2025-12-04T08:55:04.3633025Z 083e42cac090: Pulling fs layer 2025-12-04T08:55:04.3633198Z b7212f17fd14: Waiting 2025-12-04T08:55:04.3633368Z 0a00b784a4aa: Pulling fs layer 2025-12-04T08:55:04.3633566Z 083e42cac090: Waiting 2025-12-04T08:55:04.3633735Z 1283cd8f801a: Waiting 2025-12-04T08:55:04.3633899Z c6173c779f7b: Pulling fs layer 2025-12-04T08:55:04.3634094Z ed3d1e3387b9: Pulling fs layer 2025-12-04T08:55:04.3634280Z b2dd04501124: Waiting 2025-12-04T08:55:04.3634439Z b29343478586: Pulling fs layer 2025-12-04T08:55:04.3634622Z c6f0520487fb: Pulling fs layer 2025-12-04T08:55:04.3634800Z a43ca0e4b837: Waiting 2025-12-04T08:55:04.3634954Z 303e6747a62e: Waiting 2025-12-04T08:55:04.3635117Z 148171691cd4: Pulling fs layer 2025-12-04T08:55:04.3635311Z 0a00b784a4aa: Waiting 2025-12-04T08:55:04.3635466Z b29343478586: Waiting 2025-12-04T08:55:04.3635628Z 2c666d30ed77: Pulling fs layer 2025-12-04T08:55:04.3635811Z ed3d1e3387b9: Waiting 2025-12-04T08:55:04.3635967Z 2b85eafbd92a: Waiting 2025-12-04T08:55:04.3636133Z 5d8d3a0a98e0: Pulling fs layer 2025-12-04T08:55:04.3636314Z c6f0520487fb: Waiting 2025-12-04T08:55:04.3636469Z 2c666d30ed77: Waiting 2025-12-04T08:55:04.3636708Z 5d8d3a0a98e0: Waiting 2025-12-04T08:55:04.3636862Z c6173c779f7b: Waiting 2025-12-04T08:55:04.3637024Z b06bafce9e81: Pulling fs layer 2025-12-04T08:55:04.3637211Z 15e0d7e4590d: Pulling fs layer 2025-12-04T08:55:04.3637397Z a514bd1add31: Pulling fs layer 2025-12-04T08:55:04.3637583Z 57b84ee60002: Pulling fs layer 2025-12-04T08:55:04.3637775Z a514bd1add31: Waiting 2025-12-04T08:55:04.3638066Z b06bafce9e81: Waiting 2025-12-04T08:55:04.3638385Z b8babeff6d81: Pulling fs layer 2025-12-04T08:55:04.3638703Z 15e0d7e4590d: Waiting 2025-12-04T08:55:04.3638990Z 57b84ee60002: Waiting 2025-12-04T08:55:04.3639189Z 83779ddf6a85: Pulling fs layer 2025-12-04T08:55:04.3639472Z b8babeff6d81: Waiting 2025-12-04T08:55:04.3639778Z 8b7620c0d736: Pulling fs layer 2025-12-04T08:55:04.3640103Z 83779ddf6a85: Waiting 2025-12-04T08:55:04.3640333Z 3bcfa090e4ef: Pulling fs layer 2025-12-04T08:55:04.3640538Z eb0504ec4d92: Pulling fs layer 2025-12-04T08:55:04.3640730Z 8b7620c0d736: Waiting 2025-12-04T08:55:04.3640901Z 15d0fec09d7b: Pulling fs layer 2025-12-04T08:55:04.3641093Z 3bcfa090e4ef: Waiting 2025-12-04T08:55:04.3641254Z eb0504ec4d92: Waiting 2025-12-04T08:55:04.3641417Z cca81fcc62a9: Pulling fs layer 2025-12-04T08:55:04.3641617Z 15d0fec09d7b: Waiting 2025-12-04T08:55:04.3641792Z b0b8f9b5c6ab: Pulling fs layer 2025-12-04T08:55:04.3642002Z 0606ca4d47a8: Pulling fs layer 2025-12-04T08:55:04.3642177Z b0b8f9b5c6ab: Waiting 2025-12-04T08:55:04.3642344Z cca81fcc62a9: Waiting 2025-12-04T08:55:04.3642503Z 0606ca4d47a8: Waiting 2025-12-04T08:55:04.3642662Z 2f80a4e1b3b9: Pulling fs layer 2025-12-04T08:55:04.3642892Z 35c916fb1bd0: Pulling fs layer 2025-12-04T08:55:04.3643251Z 195537b7dafc: Pulling fs layer 2025-12-04T08:55:04.3643573Z 35c916fb1bd0: Waiting 2025-12-04T08:55:04.3643885Z dc454fd3967e: Pulling fs layer 2025-12-04T08:55:04.3644109Z 2f80a4e1b3b9: Waiting 2025-12-04T08:55:04.3644263Z 195537b7dafc: Waiting 2025-12-04T08:55:04.3644429Z 701b34f115fa: Pulling fs layer 2025-12-04T08:55:04.3644623Z 39cefc00ffed: Pulling fs layer 2025-12-04T08:55:04.3644809Z 6ae51eb61a32: Pulling fs layer 2025-12-04T08:55:04.3644987Z 701b34f115fa: Waiting 2025-12-04T08:55:04.3645143Z dc454fd3967e: Waiting 2025-12-04T08:55:04.3645300Z 39cefc00ffed: Waiting 2025-12-04T08:55:04.3645450Z 6ae51eb61a32: Waiting 2025-12-04T08:55:04.3645615Z 1fd5341e66df: Pulling fs layer 2025-12-04T08:55:04.3645804Z 72a7c87e35e4: Pulling fs layer 2025-12-04T08:55:04.3645986Z ec36862ac98e: Pulling fs layer 2025-12-04T08:55:04.3646173Z 72a7c87e35e4: Waiting 2025-12-04T08:55:04.3646340Z 05ddbf246e8a: Pulling fs layer 2025-12-04T08:55:04.3646518Z 1fd5341e66df: Waiting 2025-12-04T08:55:04.3646677Z 05ddbf246e8a: Waiting 2025-12-04T08:55:04.5092293Z 0678d56345c9: Verifying Checksum 2025-12-04T08:55:04.5092818Z 0678d56345c9: Download complete 2025-12-04T08:55:04.6029554Z 086b1df51ac1: Verifying Checksum 2025-12-04T08:55:04.6029808Z 086b1df51ac1: Download complete 2025-12-04T08:55:04.6859158Z fe8a7b64bf98: Download complete 2025-12-04T08:55:04.7269742Z 63e5bc7682b8: Download complete 2025-12-04T08:55:04.7594457Z 7680723e9a57: Download complete 2025-12-04T08:55:04.8180964Z 9c5027aeeb4e: Verifying Checksum 2025-12-04T08:55:04.8181389Z 9c5027aeeb4e: Download complete 2025-12-04T08:55:04.8304756Z 9a5652110360: Download complete 2025-12-04T08:55:04.9038638Z a86faaa7dbdd: Download complete 2025-12-04T08:55:04.9978996Z fb7848686804: Download complete 2025-12-04T08:55:05.0846601Z 3541df015cdb: Download complete 2025-12-04T08:55:05.1808386Z 79dc80f426b2: Verifying Checksum 2025-12-04T08:55:05.1808736Z 79dc80f426b2: Download complete 2025-12-04T08:55:05.5661122Z 63e5bc7682b8: Pull complete 2025-12-04T08:55:05.5881130Z 0678d56345c9: Pull complete 2025-12-04T08:55:05.9931479Z 375c4427e914: Verifying Checksum 2025-12-04T08:55:05.9931842Z 375c4427e914: Download complete 2025-12-04T08:55:06.0011937Z 4f4fb700ef54: Verifying Checksum 2025-12-04T08:55:06.0891290Z 4f4fb700ef54: Download complete 2025-12-04T08:55:06.0891645Z 549db4d6c618: Download complete 2025-12-04T08:55:06.1718992Z 5c63528cb580: Verifying Checksum 2025-12-04T08:55:06.1719673Z 5c63528cb580: Download complete 2025-12-04T08:55:06.3036179Z 75bd83b989a4: Download complete 2025-12-04T08:55:06.3754284Z de6e78970f51: Verifying Checksum 2025-12-04T08:55:06.3754571Z de6e78970f51: Download complete 2025-12-04T08:55:06.4655234Z e13ed7c7e473: Verifying Checksum 2025-12-04T08:55:06.4655544Z e13ed7c7e473: Download complete 2025-12-04T08:55:06.5537209Z 6e2949bcb741: Download complete 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308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T08:59:45.1251002Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:59:45.1251856Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:59:45.1261979Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:59:45.1262375Z env: 2025-12-04T08:59:45.1262527Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:59:45.1262716Z ##[endgroup] 2025-12-04T08:59:45.1419417Z ##[group]Run pytorch/test-infra/.github/actions/setup-nvidia@main 2025-12-04T08:59:45.1419747Z with: 2025-12-04T08:59:45.1419911Z driver-version: 580.82.07 2025-12-04T08:59:45.1420217Z env: 2025-12-04T08:59:45.1420373Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:59:45.1420553Z ##[endgroup] 2025-12-04T08:59:45.1485691Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:59:45.1486351Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-12-04T08:59:45.1493879Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:59:45.1494162Z env: 2025-12-04T08:59:45.1494319Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:59:45.1494497Z ##[endgroup] 2025-12-04T08:59:45.1585562Z ##[group]Run set -euo pipefail 2025-12-04T08:59:45.1585837Z set -euo pipefail 2025-12-04T08:59:45.1586049Z  2025-12-04T08:59:45.1586197Z has_gpu=false 2025-12-04T08:59:45.1586378Z devices="" 2025-12-04T08:59:45.1586546Z  2025-12-04T08:59:45.1586747Z if command -v nvidia-smi >/dev/null 2>&1; then 2025-12-04T08:59:45.1587078Z  if nvidia-smi -L >/tmp/nvidia_devices 2>/dev/null; then 2025-12-04T08:59:45.1587575Z  has_gpu=true 2025-12-04T08:59:45.1587841Z  devices=$(cat /tmp/nvidia_devices) 2025-12-04T08:59:45.1588064Z  fi 2025-12-04T08:59:45.1588217Z fi 2025-12-04T08:59:45.1588363Z  2025-12-04T08:59:45.1588529Z if [ "$has_gpu" = false ]; then 2025-12-04T08:59:45.1588809Z  if ls /dev/nvidia* >/tmp/nvidia_devices 2>/dev/null; then 2025-12-04T08:59:45.1589085Z  has_gpu=true 2025-12-04T08:59:45.1589294Z  devices=$(cat /tmp/nvidia_devices) 2025-12-04T08:59:45.1589509Z  fi 2025-12-04T08:59:45.1589655Z fi 2025-12-04T08:59:45.1589800Z  2025-12-04T08:59:45.1590018Z if [ "$has_gpu" = false ] && command -v lspci >/dev/null 2>&1; then 2025-12-04T08:59:45.1590377Z  if lspci | grep -i 'nvidia' >/tmp/nvidia_devices 2>/dev/null; then 2025-12-04T08:59:45.1590678Z  has_gpu=true 2025-12-04T08:59:45.1590888Z  devices=$(cat /tmp/nvidia_devices) 2025-12-04T08:59:45.1591114Z  fi 2025-12-04T08:59:45.1591264Z fi 2025-12-04T08:59:45.1591413Z  2025-12-04T08:59:45.1591629Z printf 'HAS_NVIDIA=%s\n' "$has_gpu" >> "$GITHUB_OUTPUT" 2025-12-04T08:59:45.1592030Z printf 'DETECTED_DEVICES<> "$GITHUB_OUTPUT" 2025-12-04T08:59:45.1598836Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:59:45.1599104Z env: 2025-12-04T08:59:45.1599260Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:59:45.1599692Z ##[endgroup] 2025-12-04T08:59:46.7949380Z ##[group]Run if [ "${HAS_NVIDIA}" = "true" ]; then 2025-12-04T08:59:46.7949690Z if [ "${HAS_NVIDIA}" = "true" ]; then 2025-12-04T08:59:46.7949960Z  echo "HAS_NVIDIA_GPU=true" >> "${GITHUB_ENV}" 2025-12-04T08:59:46.7950323Z  echo "GPU_FLAG=--gpus all -e NVIDIA_DRIVER_CAPABILITIES=all" >> "${GITHUB_ENV}" 2025-12-04T08:59:46.7950676Z else 2025-12-04T08:59:46.7950880Z  echo "HAS_NVIDIA_GPU=false" >> "${GITHUB_ENV}" 2025-12-04T08:59:46.7951130Z fi 2025-12-04T08:59:46.7958605Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T08:59:46.7958877Z env: 2025-12-04T08:59:46.7959027Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:59:46.7959202Z HAS_NVIDIA: true 2025-12-04T08:59:46.7959366Z ##[endgroup] 2025-12-04T08:59:46.8044886Z ##[group]Run nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482 2025-12-04T08:59:46.8045184Z with: 2025-12-04T08:59:46.8045332Z timeout_minutes: 10 2025-12-04T08:59:46.8045512Z max_attempts: 3 2025-12-04T08:59:46.8064701Z 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 # 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 2025-12-04T08:59:46.8083973Z retry_wait_seconds: 10 2025-12-04T08:59:46.8084183Z polling_interval_seconds: 1 2025-12-04T08:59:46.8084380Z warning_on_retry: true 2025-12-04T08:59:46.8084564Z continue_on_error: false 2025-12-04T08:59:46.8084745Z env: 2025-12-04T08:59:46.8084884Z GIT_DEFAULT_BRANCH: main 2025-12-04T08:59:46.8085066Z HAS_NVIDIA_GPU: true 2025-12-04T08:59:46.8085286Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T08:59:46.8085543Z DRIVER_VERSION: 580.82.07 2025-12-04T08:59:46.8085758Z ##[endgroup] 2025-12-04T08:59:46.8738159Z == Installing nvidia driver NVIDIA-Linux-x86_64-580.82.07.run == 2025-12-04T08:59:46.8739543Z + pre_install_nvidia_driver_amzn2 2025-12-04T08:59:46.8741642Z + sudo yum remove -y nvidia-driver-latest-dkms 2025-12-04T08:59:47.4273133Z No match for argument: nvidia-driver-latest-dkms 2025-12-04T08:59:47.4273578Z No packages marked for removal. 2025-12-04T08:59:47.4327069Z Dependencies resolved. 2025-12-04T08:59:47.4335496Z Nothing to do. 2025-12-04T08:59:47.4336265Z Complete! 2025-12-04T08:59:47.4988823Z + install_nvidia_driver_common 2025-12-04T08:59:47.4989447Z + echo 'Before installing NVIDIA driver' 2025-12-04T08:59:47.4991111Z Before installing NVIDIA driver 2025-12-04T08:59:47.4993129Z + lspci 2025-12-04T08:59:47.5734754Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2025-12-04T08:59:47.5735265Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2025-12-04T08:59:47.5735802Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2025-12-04T08:59:47.5736348Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2025-12-04T08:59:47.5736725Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2025-12-04T08:59:47.5737063Z 01:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5737333Z 02:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5737607Z 03:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5737868Z 03:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5738116Z 03:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5738605Z 03:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5738887Z 03:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5739130Z 03:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5739378Z 03:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5739620Z 03:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5739885Z 03:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5740137Z 03:01.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5740379Z 03:01.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5740614Z 03:01.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5740853Z 03:01.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5741127Z 03:01.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5741377Z 03:01.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5741636Z 03:01.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5741893Z 03:02.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5742138Z 03:02.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5742518Z 03:02.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5742762Z 03:02.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5743005Z 03:02.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5743443Z 03:02.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5743685Z 03:02.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5743932Z 03:02.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5744176Z 03:03.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5744411Z 03:03.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5744650Z 03:03.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5744891Z 03:03.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5745125Z 03:03.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5745389Z 03:03.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5745659Z 03:03.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5745901Z 03:03.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5746143Z 24:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5746406Z 25:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5746658Z 26:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5746901Z 26:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5747146Z 26:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5747393Z 26:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5747631Z 26:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5747874Z 26:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5748120Z 26:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5748360Z 26:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5748609Z 26:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5748932Z 27:00.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2025-12-04T08:59:47.5749255Z 30:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5749499Z 31:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5749755Z 32:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5750084Z 33:00.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2025-12-04T08:59:47.5750403Z 34:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:47.5750694Z 35:00.0 3D controller: NVIDIA Corporation AD104GL [L4] (rev a1) 2025-12-04T08:59:47.5750954Z + lsmod 2025-12-04T08:59:47.5782796Z Module Size Used by 2025-12-04T08:59:47.5783266Z nvidia_uvm 1925120 0 2025-12-04T08:59:47.5783529Z nvidia 14286848 1 nvidia_uvm 2025-12-04T08:59:47.5783802Z drm 602112 1 nvidia 2025-12-04T08:59:47.5784079Z drm_panel_orientation_quirks 32768 1 drm 2025-12-04T08:59:47.5784527Z backlight 24576 1 drm 2025-12-04T08:59:47.5784825Z i2c_core 110592 2 nvidia,drm 2025-12-04T08:59:47.5785091Z xt_conntrack 16384 1 2025-12-04T08:59:47.5785346Z nft_chain_nat 16384 3 2025-12-04T08:59:47.5785576Z xt_MASQUERADE 20480 1 2025-12-04T08:59:47.5785847Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2025-12-04T08:59:47.5786160Z nf_conntrack_netlink 57344 0 2025-12-04T08:59:47.5786556Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2025-12-04T08:59:47.5786894Z nf_defrag_ipv6 24576 1 nf_conntrack 2025-12-04T08:59:47.5787136Z nf_defrag_ipv4 16384 1 nf_conntrack 2025-12-04T08:59:47.5787349Z xfrm_user 57344 1 2025-12-04T08:59:47.5787543Z xfrm_algo 16384 1 xfrm_user 2025-12-04T08:59:47.5787750Z xt_addrtype 16384 2 2025-12-04T08:59:47.5787940Z nft_compat 20480 4 2025-12-04T08:59:47.5788180Z nf_tables 311296 57 nft_compat,nft_chain_nat 2025-12-04T08:59:47.5788489Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2025-12-04T08:59:47.5788774Z br_netfilter 36864 0 2025-12-04T08:59:47.5788984Z bridge 323584 1 br_netfilter 2025-12-04T08:59:47.5789214Z stp 16384 1 bridge 2025-12-04T08:59:47.5789535Z llc 16384 2 bridge,stp 2025-12-04T08:59:47.5789747Z overlay 167936 0 2025-12-04T08:59:47.5789939Z tls 139264 0 2025-12-04T08:59:47.5790114Z nls_ascii 16384 1 2025-12-04T08:59:47.5790296Z nls_cp437 20480 1 2025-12-04T08:59:47.5790474Z vfat 24576 1 2025-12-04T08:59:47.5790648Z fat 86016 1 vfat 2025-12-04T08:59:47.5790849Z sunrpc 700416 1 2025-12-04T08:59:47.5791029Z ena 184320 0 2025-12-04T08:59:47.5791217Z ghash_clmulni_intel 16384 0 2025-12-04T08:59:47.5791405Z i8042 45056 0 2025-12-04T08:59:47.5791598Z serio 28672 3 i8042 2025-12-04T08:59:47.5791795Z button 24576 0 2025-12-04T08:59:47.5791980Z sch_fq_codel 20480 9 2025-12-04T08:59:47.5792158Z fuse 184320 1 2025-12-04T08:59:47.5792336Z loop 36864 0 2025-12-04T08:59:47.5792522Z dm_mod 188416 0 2025-12-04T08:59:47.5792701Z configfs 57344 1 2025-12-04T08:59:47.5792880Z dmi_sysfs 20480 0 2025-12-04T08:59:47.5793054Z crc32_pclmul 16384 0 2025-12-04T08:59:47.5793354Z crc32c_intel 24576 0 2025-12-04T08:59:47.5793535Z efivarfs 24576 1 2025-12-04T08:59:47.5793712Z + modinfo nvidia 2025-12-04T08:59:47.5800105Z filename: /lib/modules/6.1.150-174.273.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2025-12-04T08:59:47.5800464Z import_ns: DMA_BUF 2025-12-04T08:59:47.5800649Z alias: char-major-195-* 2025-12-04T08:59:47.5800861Z version: 580.82.07 2025-12-04T08:59:47.5801055Z supported: external 2025-12-04T08:59:47.5801239Z license: Dual MIT/GPL 2025-12-04T08:59:47.5801449Z firmware: nvidia/580.82.07/gsp_tu10x.bin 2025-12-04T08:59:47.5801701Z firmware: nvidia/580.82.07/gsp_ga10x.bin 2025-12-04T08:59:47.5801954Z srcversion: BA7240A71DCF7DC6FE88C1D 2025-12-04T08:59:47.5802203Z alias: of:N*T*Cnvidia,tegra264-displayC* 2025-12-04T08:59:47.5802475Z alias: of:N*T*Cnvidia,tegra264-display 2025-12-04T08:59:47.5802728Z alias: of:N*T*Cnvidia,tegra234-displayC* 2025-12-04T08:59:47.5802976Z alias: of:N*T*Cnvidia,tegra234-display 2025-12-04T08:59:47.5803224Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2025-12-04T08:59:47.5803489Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2025-12-04T08:59:47.5803749Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2025-12-04T08:59:47.5803975Z depends: i2c-core,drm 2025-12-04T08:59:47.5804167Z retpoline: Y 2025-12-04T08:59:47.5804500Z name: nvidia 2025-12-04T08:59:47.5804788Z vermagic: 6.1.150-174.273.amzn2023.x86_64 SMP preempt mod_unload modversions 2025-12-04T08:59:47.5805148Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2025-12-04T08:59:47.5805482Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2025-12-04T08:59:47.5805810Z parm: NVreg_ResmanDebugLevel:int 2025-12-04T08:59:47.5806035Z parm: NVreg_RmLogonRC:int 2025-12-04T08:59:47.5806260Z parm: NVreg_ModifyDeviceFiles:int 2025-12-04T08:59:47.5806491Z parm: NVreg_DeviceFileUID:int 2025-12-04T08:59:47.5806703Z parm: NVreg_DeviceFileGID:int 2025-12-04T08:59:47.5806924Z parm: NVreg_DeviceFileMode:int 2025-12-04T08:59:47.5807189Z parm: NVreg_InitializeSystemMemoryAllocations:int 2025-12-04T08:59:47.5807468Z parm: NVreg_UsePageAttributeTable:int 2025-12-04T08:59:47.5807748Z parm: NVreg_EnablePCIeGen3:int 2025-12-04T08:59:47.5808113Z parm: NVreg_EnableMSI:int 2025-12-04T08:59:47.5808345Z parm: NVreg_EnableStreamMemOPs:int 2025-12-04T08:59:47.5808621Z parm: NVreg_RestrictProfilingToAdminUsers:int 2025-12-04T08:59:47.5808923Z parm: NVreg_PreserveVideoMemoryAllocations:int 2025-12-04T08:59:47.5809208Z parm: NVreg_EnableS0ixPowerManagement:int 2025-12-04T08:59:47.5809651Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2025-12-04T08:59:47.5809947Z parm: NVreg_DynamicPowerManagement:int 2025-12-04T08:59:47.5810257Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2025-12-04T08:59:47.5810550Z parm: NVreg_EnableGpuFirmware:int 2025-12-04T08:59:47.5810796Z parm: NVreg_EnableGpuFirmwareLogs:int 2025-12-04T08:59:47.5811082Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2025-12-04T08:59:47.5811357Z parm: NVreg_EnableUserNUMAManagement:int 2025-12-04T08:59:47.5811600Z parm: NVreg_MemoryPoolSize:int 2025-12-04T08:59:47.5811837Z parm: NVreg_KMallocHeapMaxSize:int 2025-12-04T08:59:47.5812073Z parm: NVreg_VMallocHeapMaxSize:int 2025-12-04T08:59:47.5812300Z parm: NVreg_IgnoreMMIOCheck:int 2025-12-04T08:59:47.5812525Z parm: NVreg_NvLinkDisable:int 2025-12-04T08:59:47.5812776Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2025-12-04T08:59:47.5813057Z parm: NVreg_RegisterPCIDriver:int 2025-12-04T08:59:47.5813312Z parm: NVreg_RegisterPlatformDeviceDriver:int 2025-12-04T08:59:47.5813574Z parm: NVreg_EnableResizableBar:int 2025-12-04T08:59:47.5813811Z parm: NVreg_EnableDbgBreakpoint:int 2025-12-04T08:59:47.5814058Z parm: NVreg_EnableNonblockingOpen:int 2025-12-04T08:59:47.5814312Z parm: NVreg_CoherentGPUMemoryMode:charp 2025-12-04T08:59:47.5814560Z parm: NVreg_RegistryDwords:charp 2025-12-04T08:59:47.5814803Z parm: NVreg_RegistryDwordsPerDevice:charp 2025-12-04T08:59:47.5815042Z parm: NVreg_RmMsg:charp 2025-12-04T08:59:47.5815257Z parm: NVreg_GpuBlacklist:charp 2025-12-04T08:59:47.5815485Z parm: NVreg_TemporaryFilePath:charp 2025-12-04T08:59:47.5815718Z parm: NVreg_ExcludedGpus:charp 2025-12-04T08:59:47.5815944Z parm: NVreg_DmaRemapPeerMmio:int 2025-12-04T08:59:47.5816180Z parm: NVreg_RmNvlinkBandwidth:charp 2025-12-04T08:59:47.5816439Z parm: NVreg_RmNvlinkBandwidthLinkCount:int 2025-12-04T08:59:47.5816692Z parm: NVreg_ImexChannelCount:int 2025-12-04T08:59:47.5816924Z parm: NVreg_CreateImexChannel0:int 2025-12-04T08:59:47.5817165Z parm: NVreg_GrdmaPciTopoCheckOverride:int 2025-12-04T08:59:47.5817409Z parm: rm_firmware_active:charp 2025-12-04T08:59:47.5817617Z + HAS_NVIDIA_DRIVER=0 2025-12-04T08:59:47.5817795Z ++ command -v nvidia-smi 2025-12-04T08:59:47.5817985Z + '[' -x /usr/bin/nvidia-smi ']' 2025-12-04T08:59:47.5818172Z + set +e 2025-12-04T08:59:47.5818510Z ++ nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0 2025-12-04T08:59:49.2076102Z + INSTALLED_DRIVER_VERSION=580.82.07 2025-12-04T08:59:49.2076422Z + NVIDIA_SMI_STATUS=0 2025-12-04T08:59:49.2077387Z + '[' 0 -ne 0 ']' 2025-12-04T08:59:49.2077617Z + '[' 580.82.07 '!=' 580.82.07 ']' 2025-12-04T08:59:49.2077872Z + HAS_NVIDIA_DRIVER=1 2025-12-04T08:59:49.2078325Z + echo 'NVIDIA driver (580.82.07) has already been installed. Skipping NVIDIA driver installation' 2025-12-04T08:59:49.2078763Z + set -e 2025-12-04T08:59:49.2078946Z + '[' 1 -eq 0 ']' 2025-12-04T08:59:49.2079314Z NVIDIA driver (580.82.07) has already been installed. Skipping NVIDIA driver installation 2025-12-04T08:59:49.2079755Z + post_install_nvidia_driver_common 2025-12-04T08:59:49.2082873Z + sudo modprobe nvidia 2025-12-04T08:59:49.3390339Z + echo 'After installing NVIDIA driver' 2025-12-04T08:59:49.3390763Z + lspci 2025-12-04T08:59:49.3390988Z After installing NVIDIA driver 2025-12-04T08:59:49.3557146Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] 2025-12-04T08:59:49.3557676Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2025-12-04T08:59:49.3558228Z 00:01.3 Non-VGA unclassified device: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 08) 2025-12-04T08:59:49.3558721Z 00:03.0 VGA compatible controller: Amazon.com, Inc. Device 1111 2025-12-04T08:59:49.3559467Z 00:04.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe EBS Controller 2025-12-04T08:59:49.3559899Z 01:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3560224Z 02:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3560564Z 03:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3560865Z 03:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3561168Z 03:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3561462Z 03:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3561749Z 03:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3562045Z 03:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3562347Z 03:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3562641Z 03:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3562951Z 03:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3563262Z 03:01.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3563622Z 03:01.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3563961Z 03:01.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3564272Z 03:01.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3564568Z 03:01.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3564859Z 03:01.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3565155Z 03:01.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3565454Z 03:02.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3565744Z 03:02.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3566040Z 03:02.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3566341Z 03:02.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3566635Z 03:02.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3566939Z 03:02.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3567226Z 03:02.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3567498Z 03:02.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3567738Z 03:03.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3567973Z 03:03.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3568213Z 03:03.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3568452Z 03:03.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3568687Z 03:03.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3568929Z 03:03.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3569185Z 03:03.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3569424Z 03:03.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3569829Z 24:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3570091Z 25:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3570327Z 26:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3570567Z 26:00.1 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3570817Z 26:00.2 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3571057Z 26:00.3 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3571293Z 26:00.4 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3571532Z 26:00.5 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3571773Z 26:00.6 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3572004Z 26:00.7 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3572241Z 26:01.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3572556Z 27:00.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2025-12-04T08:59:49.3572876Z 30:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3573133Z 31:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3573382Z 32:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3573699Z 33:00.0 Non-Volatile memory controller: Amazon.com, Inc. NVMe SSD Controller 2025-12-04T08:59:49.3574018Z 34:00.0 PCI bridge: Amazon.com, Inc. Device 0200 2025-12-04T08:59:49.3574398Z 35:00.0 3D controller: NVIDIA Corporation AD104GL [L4] (rev a1) 2025-12-04T08:59:49.3574658Z + lsmod 2025-12-04T08:59:49.3588862Z Module Size Used by 2025-12-04T08:59:49.3589153Z nvidia_uvm 1925120 0 2025-12-04T08:59:49.3589424Z nvidia 14286848 1 nvidia_uvm 2025-12-04T08:59:49.3589707Z drm 602112 1 nvidia 2025-12-04T08:59:49.3589981Z drm_panel_orientation_quirks 32768 1 drm 2025-12-04T08:59:49.3590267Z backlight 24576 1 drm 2025-12-04T08:59:49.3590533Z i2c_core 110592 2 nvidia,drm 2025-12-04T08:59:49.3590796Z xt_conntrack 16384 1 2025-12-04T08:59:49.3591057Z nft_chain_nat 16384 3 2025-12-04T08:59:49.3591292Z xt_MASQUERADE 20480 1 2025-12-04T08:59:49.3591554Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2025-12-04T08:59:49.3591861Z nf_conntrack_netlink 57344 0 2025-12-04T08:59:49.3592228Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2025-12-04T08:59:49.3592640Z nf_defrag_ipv6 24576 1 nf_conntrack 2025-12-04T08:59:49.3592926Z nf_defrag_ipv4 16384 1 nf_conntrack 2025-12-04T08:59:49.3593184Z xfrm_user 57344 1 2025-12-04T08:59:49.3593424Z xfrm_algo 16384 1 xfrm_user 2025-12-04T08:59:49.3593679Z xt_addrtype 16384 2 2025-12-04T08:59:49.3593909Z nft_compat 20480 4 2025-12-04T08:59:49.3594203Z nf_tables 311296 57 nft_compat,nft_chain_nat 2025-12-04T08:59:49.3594581Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2025-12-04T08:59:49.3594932Z br_netfilter 36864 0 2025-12-04T08:59:49.3595194Z bridge 323584 1 br_netfilter 2025-12-04T08:59:49.3595463Z stp 16384 1 bridge 2025-12-04T08:59:49.3595725Z llc 16384 2 bridge,stp 2025-12-04T08:59:49.3595979Z overlay 167936 0 2025-12-04T08:59:49.3596202Z tls 139264 0 2025-12-04T08:59:49.3596441Z nls_ascii 16384 1 2025-12-04T08:59:49.3596666Z nls_cp437 20480 1 2025-12-04T08:59:49.3596892Z vfat 24576 1 2025-12-04T08:59:49.3597093Z fat 86016 1 vfat 2025-12-04T08:59:49.3597288Z sunrpc 700416 1 2025-12-04T08:59:49.3597463Z ena 184320 0 2025-12-04T08:59:49.3597634Z ghash_clmulni_intel 16384 0 2025-12-04T08:59:49.3597819Z i8042 45056 0 2025-12-04T08:59:49.3598008Z serio 28672 3 i8042 2025-12-04T08:59:49.3598203Z button 24576 0 2025-12-04T08:59:49.3598380Z sch_fq_codel 20480 9 2025-12-04T08:59:49.3598665Z fuse 184320 1 2025-12-04T08:59:49.3598848Z loop 36864 0 2025-12-04T08:59:49.3599019Z dm_mod 188416 0 2025-12-04T08:59:49.3599195Z configfs 57344 1 2025-12-04T08:59:49.3599374Z dmi_sysfs 20480 0 2025-12-04T08:59:49.3599838Z crc32_pclmul 16384 0 2025-12-04T08:59:49.3600022Z crc32c_intel 24576 0 2025-12-04T08:59:49.3600200Z efivarfs 24576 1 2025-12-04T08:59:49.3600376Z + modinfo nvidia 2025-12-04T08:59:49.3606888Z filename: /lib/modules/6.1.150-174.273.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2025-12-04T08:59:49.3607326Z import_ns: DMA_BUF 2025-12-04T08:59:49.3607557Z alias: char-major-195-* 2025-12-04T08:59:49.3607807Z version: 580.82.07 2025-12-04T08:59:49.3608033Z supported: external 2025-12-04T08:59:49.3608264Z license: Dual MIT/GPL 2025-12-04T08:59:49.3608535Z firmware: nvidia/580.82.07/gsp_tu10x.bin 2025-12-04T08:59:49.3608851Z firmware: nvidia/580.82.07/gsp_ga10x.bin 2025-12-04T08:59:49.3609150Z srcversion: BA7240A71DCF7DC6FE88C1D 2025-12-04T08:59:49.3609457Z alias: of:N*T*Cnvidia,tegra264-displayC* 2025-12-04T08:59:49.3609798Z alias: of:N*T*Cnvidia,tegra264-display 2025-12-04T08:59:49.3610315Z alias: of:N*T*Cnvidia,tegra234-displayC* 2025-12-04T08:59:49.3610628Z alias: of:N*T*Cnvidia,tegra234-display 2025-12-04T08:59:49.3610934Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2025-12-04T08:59:49.3611238Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2025-12-04T08:59:49.3611531Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2025-12-04T08:59:49.3611803Z depends: i2c-core,drm 2025-12-04T08:59:49.3612035Z retpoline: Y 2025-12-04T08:59:49.3612238Z name: nvidia 2025-12-04T08:59:49.3612573Z vermagic: 6.1.150-174.273.amzn2023.x86_64 SMP preempt mod_unload modversions 2025-12-04T08:59:49.3613026Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2025-12-04T08:59:49.3613441Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2025-12-04T08:59:49.3613826Z parm: NVreg_ResmanDebugLevel:int 2025-12-04T08:59:49.3614098Z parm: NVreg_RmLogonRC:int 2025-12-04T08:59:49.3614373Z parm: NVreg_ModifyDeviceFiles:int 2025-12-04T08:59:49.3614678Z parm: NVreg_DeviceFileUID:int 2025-12-04T08:59:49.3614948Z parm: NVreg_DeviceFileGID:int 2025-12-04T08:59:49.3615220Z parm: NVreg_DeviceFileMode:int 2025-12-04T08:59:49.3615543Z parm: NVreg_InitializeSystemMemoryAllocations:int 2025-12-04T08:59:49.3615890Z parm: NVreg_UsePageAttributeTable:int 2025-12-04T08:59:49.3616191Z parm: NVreg_EnablePCIeGen3:int 2025-12-04T08:59:49.3616461Z parm: NVreg_EnableMSI:int 2025-12-04T08:59:49.3616750Z parm: NVreg_EnableStreamMemOPs:int 2025-12-04T08:59:49.3617012Z parm: NVreg_RestrictProfilingToAdminUsers:int 2025-12-04T08:59:49.3617311Z parm: NVreg_PreserveVideoMemoryAllocations:int 2025-12-04T08:59:49.3617586Z parm: NVreg_EnableS0ixPowerManagement:int 2025-12-04T08:59:49.3617880Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2025-12-04T08:59:49.3618175Z parm: NVreg_DynamicPowerManagement:int 2025-12-04T08:59:49.3618482Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2025-12-04T08:59:49.3618774Z parm: NVreg_EnableGpuFirmware:int 2025-12-04T08:59:49.3619019Z parm: NVreg_EnableGpuFirmwareLogs:int 2025-12-04T08:59:49.3619292Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2025-12-04T08:59:49.3619569Z parm: NVreg_EnableUserNUMAManagement:int 2025-12-04T08:59:49.3619825Z parm: NVreg_MemoryPoolSize:int 2025-12-04T08:59:49.3620064Z parm: NVreg_KMallocHeapMaxSize:int 2025-12-04T08:59:49.3620303Z parm: NVreg_VMallocHeapMaxSize:int 2025-12-04T08:59:49.3620531Z parm: NVreg_IgnoreMMIOCheck:int 2025-12-04T08:59:49.3620884Z parm: NVreg_NvLinkDisable:int 2025-12-04T08:59:49.3621151Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2025-12-04T08:59:49.3621411Z parm: NVreg_RegisterPCIDriver:int 2025-12-04T08:59:49.3621668Z parm: NVreg_RegisterPlatformDeviceDriver:int 2025-12-04T08:59:49.3621948Z parm: NVreg_EnableResizableBar:int 2025-12-04T08:59:49.3622285Z parm: NVreg_EnableDbgBreakpoint:int 2025-12-04T08:59:49.3622538Z parm: NVreg_EnableNonblockingOpen:int 2025-12-04T08:59:49.3622796Z parm: NVreg_CoherentGPUMemoryMode:charp 2025-12-04T08:59:49.3623048Z parm: NVreg_RegistryDwords:charp 2025-12-04T08:59:49.3623291Z parm: NVreg_RegistryDwordsPerDevice:charp 2025-12-04T08:59:49.3623536Z parm: NVreg_RmMsg:charp 2025-12-04T08:59:49.3623753Z parm: NVreg_GpuBlacklist:charp 2025-12-04T08:59:49.3623985Z parm: NVreg_TemporaryFilePath:charp 2025-12-04T08:59:49.3624232Z parm: NVreg_ExcludedGpus:charp 2025-12-04T08:59:49.3624461Z parm: NVreg_DmaRemapPeerMmio:int 2025-12-04T08:59:49.3624693Z parm: NVreg_RmNvlinkBandwidth:charp 2025-12-04T08:59:49.3624990Z parm: NVreg_RmNvlinkBandwidthLinkCount:int 2025-12-04T08:59:49.3625250Z parm: NVreg_ImexChannelCount:int 2025-12-04T08:59:49.3625571Z parm: NVreg_CreateImexChannel0:int 2025-12-04T08:59:49.3625820Z parm: NVreg_GrdmaPciTopoCheckOverride:int 2025-12-04T08:59:49.3626073Z parm: rm_firmware_active:charp 2025-12-04T08:59:49.3626285Z + set +e 2025-12-04T08:59:49.3626424Z + nvidia-smi 2025-12-04T08:59:50.7917286Z Thu Dec 4 08:59:50 2025 2025-12-04T08:59:50.7917712Z +-----------------------------------------------------------------------------------------+ 2025-12-04T08:59:50.7918211Z | NVIDIA-SMI 580.82.07 Driver Version: 580.82.07 CUDA Version: 13.0 | 2025-12-04T08:59:50.7918696Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T08:59:50.7919165Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-12-04T08:59:50.7919690Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-12-04T08:59:50.7920091Z | | | MIG M. | 2025-12-04T08:59:50.7920414Z |=========================================+========================+======================| 2025-12-04T08:59:50.7986468Z | 0 NVIDIA L4 Off | 00000000:35:00.0 Off | 0 | 2025-12-04T08:59:50.7986956Z | N/A 35C P0 29W / 72W | 0MiB / 23034MiB | 4% Default | 2025-12-04T08:59:50.7987339Z | | | N/A | 2025-12-04T08:59:50.7987822Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T08:59:50.7988235Z 2025-12-04T08:59:50.7988413Z +-----------------------------------------------------------------------------------------+ 2025-12-04T08:59:50.7988814Z | Processes: | 2025-12-04T08:59:50.7989213Z | GPU GI CI PID Type Process name GPU Memory | 2025-12-04T08:59:50.7989591Z | ID ID Usage | 2025-12-04T08:59:50.7989900Z |=========================================================================================| 2025-12-04T08:59:50.7991248Z | No running processes found | 2025-12-04T08:59:50.7991704Z +-----------------------------------------------------------------------------------------+ 2025-12-04T08:59:51.1227077Z + nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2025-12-04T08:59:52.5505169Z NVIDIA L4 2025-12-04T08:59:52.7306467Z + NVIDIA_SMI_STATUS=0 2025-12-04T08:59:52.7307325Z + '[' 0 -eq 0 ']' 2025-12-04T08:59:52.7307735Z + echo 'INFO: Ignoring allowed status 0' 2025-12-04T08:59:52.7308078Z INFO: Ignoring allowed status 0 2025-12-04T08:59:52.7308298Z + set -e 2025-12-04T08:59:52.7314272Z == Installing nvidia container toolkit for amzn2023 == 2025-12-04T08:59:52.7318123Z + sudo yum install -y yum-utils 2025-12-04T08:59:53.0953120Z Last metadata expiration check: 0:19:22 ago on Thu Dec 4 08:40:31 2025. 2025-12-04T08:59:53.1180500Z Package dnf-utils-4.3.0-13.amzn2023.0.5.noarch is already installed. 2025-12-04T08:59:53.1604256Z Dependencies resolved. 2025-12-04T08:59:53.1831871Z Nothing to do. 2025-12-04T08:59:53.1832358Z Complete! 2025-12-04T08:59:53.2866842Z + [[ amzn2023 == \a\m\z\n\2\0\2\3 ]] 2025-12-04T08:59:53.2867814Z + YUM_REPO_URL=https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-12-04T08:59:53.2868958Z + sudo yum-config-manager --add-repo https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-12-04T08:59:53.5831520Z Adding repo from: https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-12-04T08:59:53.6345663Z + 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 2025-12-04T08:59:54.0808076Z nvidia-container-toolkit 25 kB/s | 833 B 00:00 2025-12-04T08:59:54.1484370Z Dependencies resolved. 2025-12-04T08:59:54.1709283Z ================================================================================ 2025-12-04T08:59:54.1709760Z Package Arch Version Repository Size 2025-12-04T08:59:54.1710144Z ================================================================================ 2025-12-04T08:59:54.1710427Z Downgrading: 2025-12-04T08:59:54.1710790Z libnvidia-container-tools x86_64 1.17.8-1 nvidia-container-toolkit 40 k 2025-12-04T08:59:54.1711353Z libnvidia-container1 x86_64 1.17.8-1 nvidia-container-toolkit 1.0 M 2025-12-04T08:59:54.1711859Z nvidia-container-toolkit x86_64 1.17.8-1 nvidia-container-toolkit 1.2 M 2025-12-04T08:59:54.1712449Z nvidia-container-toolkit-base x86_64 1.17.8-1 nvidia-container-toolkit 5.8 M 2025-12-04T08:59:54.1712784Z 2025-12-04T08:59:54.1712883Z Transaction Summary 2025-12-04T08:59:54.1713124Z ================================================================================ 2025-12-04T08:59:54.1713412Z Downgrade 4 Packages 2025-12-04T08:59:54.1713561Z 2025-12-04T08:59:54.1713660Z Total download size: 8.0 M 2025-12-04T08:59:54.1713938Z Downloading Packages: 2025-12-04T08:59:54.2295531Z (1/4): libnvidia-container-tools-1.17.8-1.x86_6 710 kB/s | 40 kB 00:00 2025-12-04T08:59:54.2844263Z (2/4): nvidia-container-toolkit-1.17.8-1.x86_64 11 MB/s | 1.2 MB 00:00 2025-12-04T08:59:54.3245833Z (3/4): libnvidia-container1-1.17.8-1.x86_64.rpm 6.4 MB/s | 1.0 MB 00:00 2025-12-04T08:59:54.4079211Z (4/4): nvidia-container-toolkit-base-1.17.8-1.x 32 MB/s | 5.8 MB 00:00 2025-12-04T08:59:54.4088380Z -------------------------------------------------------------------------------- 2025-12-04T08:59:54.4091033Z Total 34 MB/s | 8.0 MB 00:00 2025-12-04T08:59:54.4093401Z Running transaction check 2025-12-04T08:59:54.4209462Z Transaction check succeeded. 2025-12-04T08:59:54.4210079Z Running transaction test 2025-12-04T08:59:54.4634826Z Transaction test succeeded. 2025-12-04T08:59:54.4637731Z Running transaction 2025-12-04T08:59:55.0885244Z Preparing : 1/1 2025-12-04T08:59:55.2099245Z Downgrading : nvidia-container-toolkit-base-1.17.8-1.x86_64 1/8 2025-12-04T08:59:55.2369467Z Downgrading : libnvidia-container1-1.17.8-1.x86_64 2/8 2025-12-04T08:59:55.2859000Z Running scriptlet: libnvidia-container1-1.17.8-1.x86_64 2/8 2025-12-04T08:59:55.3927052Z Downgrading : libnvidia-container-tools-1.17.8-1.x86_64 3/8 2025-12-04T08:59:55.4182751Z Downgrading : nvidia-container-toolkit-1.17.8-1.x86_64 4/8 2025-12-04T08:59:55.4854262Z Running scriptlet: nvidia-container-toolkit-1.17.8-1.x86_64 4/8 2025-12-04T08:59:55.4909513Z Running scriptlet: nvidia-container-toolkit-1.18.1-1.x86_64 5/8 2025-12-04T08:59:55.4910075Z Cleanup : nvidia-container-toolkit-1.18.1-1.x86_64 5/8 2025-12-04T08:59:55.5117252Z Running scriptlet: nvidia-container-toolkit-1.18.1-1.x86_64 5/8 2025-12-04T08:59:55.5168691Z Running scriptlet: libnvidia-container-tools-1.18.1-1.x86_64 6/8 2025-12-04T08:59:55.5169851Z Cleanup : libnvidia-container-tools-1.18.1-1.x86_64 6/8 2025-12-04T08:59:55.5443205Z Running scriptlet: libnvidia-container-tools-1.18.1-1.x86_64 6/8 2025-12-04T08:59:55.5499009Z Running scriptlet: libnvidia-container1-1.18.1-1.x86_64 7/8 2025-12-04T08:59:55.5500172Z Cleanup : libnvidia-container1-1.18.1-1.x86_64 7/8 2025-12-04T08:59:55.5776321Z Running scriptlet: libnvidia-container1-1.18.1-1.x86_64 7/8 2025-12-04T08:59:55.5832245Z Running scriptlet: nvidia-container-toolkit-base-1.18.1-1.x86_64 8/8 2025-12-04T08:59:55.5833135Z Cleanup : nvidia-container-toolkit-base-1.18.1-1.x86_64 8/8 2025-12-04T08:59:55.6249270Z Running scriptlet: nvidia-container-toolkit-base-1.18.1-1.x86_64 8/8 2025-12-04T08:59:55.6704597Z Running scriptlet: nvidia-container-toolkit-1.17.8-1.x86_64 8/8 2025-12-04T09:00:42.2908525Z Running scriptlet: nvidia-container-toolkit-base-1.18.1-1.x86_64 8/8 2025-12-04T09:00:42.2909177Z Verifying : libnvidia-container-tools-1.17.8-1.x86_64 1/8 2025-12-04T09:00:42.2909712Z Verifying : libnvidia-container-tools-1.18.1-1.x86_64 2/8 2025-12-04T09:00:42.2910193Z Verifying : libnvidia-container1-1.17.8-1.x86_64 3/8 2025-12-04T09:00:42.2910657Z Verifying : libnvidia-container1-1.18.1-1.x86_64 4/8 2025-12-04T09:00:42.2911126Z Verifying : nvidia-container-toolkit-1.17.8-1.x86_64 5/8 2025-12-04T09:00:42.2911641Z Verifying : nvidia-container-toolkit-1.18.1-1.x86_64 6/8 2025-12-04T09:00:42.2912115Z Verifying : nvidia-container-toolkit-base-1.17.8-1.x86_64 7/8 2025-12-04T09:00:42.4259895Z Verifying : nvidia-container-toolkit-base-1.18.1-1.x86_64 8/8================================================================================ 2025-12-04T09:00:42.4260499Z WARNING: 2025-12-04T09:00:42.4260738Z A newer release of "Amazon Linux" is available. 2025-12-04T09:00:42.4260963Z 2025-12-04T09:00:42.4261049Z Available Versions: 2025-12-04T09:00:42.4261198Z 2025-12-04T09:00:42.4261304Z Version 2023.9.20250929: 2025-12-04T09:00:42.4261614Z Run the following command to upgrade to 2023.9.20250929: 2025-12-04T09:00:42.4261866Z 2025-12-04T09:00:42.4262011Z dnf upgrade --releasever=2023.9.20250929 2025-12-04T09:00:42.4262218Z 2025-12-04T09:00:42.4262297Z Release notes: 2025-12-04T09:00:42.4262809Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20250929.html 2025-12-04T09:00:42.4263191Z 2025-12-04T09:00:42.4263287Z Version 2023.9.20251014: 2025-12-04T09:00:42.4263518Z Run the following command to upgrade to 2023.9.20251014: 2025-12-04T09:00:42.4263716Z 2025-12-04T09:00:42.4263803Z dnf upgrade --releasever=2023.9.20251014 2025-12-04T09:00:42.4263971Z 2025-12-04T09:00:42.4264034Z Release notes: 2025-12-04T09:00:42.4264343Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20251014.html 2025-12-04T09:00:42.4264623Z 2025-12-04T09:00:42.4264688Z Version 2023.9.20251020: 2025-12-04T09:00:42.4265224Z Run the following command to upgrade to 2023.9.20251020: 2025-12-04T09:00:42.4265434Z 2025-12-04T09:00:42.4265539Z dnf upgrade --releasever=2023.9.20251020 2025-12-04T09:00:42.4265695Z 2025-12-04T09:00:42.4265764Z Release notes: 2025-12-04T09:00:42.4266051Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20251020.html 2025-12-04T09:00:42.4266333Z 2025-12-04T09:00:42.4266395Z Version 2023.9.20251027: 2025-12-04T09:00:42.4266619Z Run the following command to upgrade to 2023.9.20251027: 2025-12-04T09:00:42.4266800Z 2025-12-04T09:00:42.4266881Z dnf upgrade --releasever=2023.9.20251027 2025-12-04T09:00:42.4267035Z 2025-12-04T09:00:42.4267105Z Release notes: 2025-12-04T09:00:42.4267393Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20251027.html 2025-12-04T09:00:42.4267662Z 2025-12-04T09:00:42.4267731Z Version 2023.9.20251105: 2025-12-04T09:00:42.4267940Z Run the following command to upgrade to 2023.9.20251105: 2025-12-04T09:00:42.4268126Z 2025-12-04T09:00:42.4268211Z dnf upgrade --releasever=2023.9.20251105 2025-12-04T09:00:42.4268361Z 2025-12-04T09:00:42.4268428Z Release notes: 2025-12-04T09:00:42.4268702Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20251105.html 2025-12-04T09:00:42.4268976Z 2025-12-04T09:00:42.4269227Z Version 2023.9.20251110: 2025-12-04T09:00:42.4269449Z Run the following command to upgrade to 2023.9.20251110: 2025-12-04T09:00:42.4269629Z 2025-12-04T09:00:42.4269717Z dnf upgrade --releasever=2023.9.20251110 2025-12-04T09:00:42.4269875Z 2025-12-04T09:00:42.4269935Z Release notes: 2025-12-04T09:00:42.4270218Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20251110.html 2025-12-04T09:00:42.4270492Z 2025-12-04T09:00:42.4270561Z Version 2023.9.20251117: 2025-12-04T09:00:42.4270778Z Run the following command to upgrade to 2023.9.20251117: 2025-12-04T09:00:42.4270958Z 2025-12-04T09:00:42.4271056Z dnf upgrade --releasever=2023.9.20251117 2025-12-04T09:00:42.4271213Z 2025-12-04T09:00:42.4271273Z Release notes: 2025-12-04T09:00:42.4271553Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.9.20251117.html 2025-12-04T09:00:42.4271818Z 2025-12-04T09:00:42.4271898Z ================================================================================ 2025-12-04T09:00:42.4723121Z 2025-12-04T09:00:42.4723249Z 2025-12-04T09:00:42.4723326Z Downgraded: 2025-12-04T09:00:42.4723687Z libnvidia-container-tools-1.17.8-1.x86_64 2025-12-04T09:00:42.4724200Z libnvidia-container1-1.17.8-1.x86_64 2025-12-04T09:00:42.4724691Z nvidia-container-toolkit-1.17.8-1.x86_64 2025-12-04T09:00:42.4725203Z nvidia-container-toolkit-base-1.17.8-1.x86_64 2025-12-04T09:00:42.4725516Z 2025-12-04T09:00:42.4725597Z Complete! 2025-12-04T09:00:42.5407182Z + sudo systemctl restart docker 2025-12-04T09:00:48.4879301Z Thu Dec 4 09:00:48 2025 2025-12-04T09:00:48.4879646Z +-----------------------------------------------------------------------------------------+ 2025-12-04T09:00:48.4880056Z | NVIDIA-SMI 580.82.07 Driver Version: 580.82.07 CUDA Version: 13.0 | 2025-12-04T09:00:48.4880435Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T09:00:48.4880811Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-12-04T09:00:48.4881230Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-12-04T09:00:48.4881571Z | | | MIG M. | 2025-12-04T09:00:48.4881824Z |=========================================+========================+======================| 2025-12-04T09:00:48.4955699Z | 0 NVIDIA L4 On | 00000000:35:00.0 Off | 0 | 2025-12-04T09:00:48.4956602Z | N/A 34C P0 29W / 72W | 0MiB / 23034MiB | 4% Default | 2025-12-04T09:00:48.4957094Z | | | N/A | 2025-12-04T09:00:48.4957530Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T09:00:48.4957863Z 2025-12-04T09:00:48.4958052Z +-----------------------------------------------------------------------------------------+ 2025-12-04T09:00:48.4958604Z | Processes: | 2025-12-04T09:00:48.4959176Z | GPU GI CI PID Type Process name GPU Memory | 2025-12-04T09:00:48.4959738Z | ID ID Usage | 2025-12-04T09:00:48.4960180Z |=========================================================================================| 2025-12-04T09:00:48.4960879Z | No running processes found | 2025-12-04T09:00:48.4961416Z +-----------------------------------------------------------------------------------------+ 2025-12-04T09:00:48.6555726Z Unable to find image 'public.ecr.aws/docker/library/python:3.13' locally 2025-12-04T09:00:48.8604653Z 3.13: Pulling from docker/library/python 2025-12-04T09:00:48.9446119Z 53c88f1dfeb7: Pulling fs layer 2025-12-04T09:00:48.9446404Z eae668646f44: Pulling fs layer 2025-12-04T09:00:48.9446620Z ff2e6e687b6c: Pulling fs layer 2025-12-04T09:00:48.9446886Z 7c40a3faff76: Pulling fs layer 2025-12-04T09:00:48.9447240Z 967a3b1c8fef: Pulling fs layer 2025-12-04T09:00:48.9447611Z a64e1a44f22a: Pulling fs layer 2025-12-04T09:00:48.9447970Z 52655f8a5bcc: Pulling fs layer 2025-12-04T09:00:48.9448307Z a64e1a44f22a: Waiting 2025-12-04T09:00:48.9448625Z 52655f8a5bcc: Waiting 2025-12-04T09:00:48.9448852Z 7c40a3faff76: Waiting 2025-12-04T09:00:48.9449009Z 967a3b1c8fef: Waiting 2025-12-04T09:00:49.0521693Z eae668646f44: Verifying Checksum 2025-12-04T09:00:49.0521996Z eae668646f44: Download complete 2025-12-04T09:00:49.1182500Z 53c88f1dfeb7: Verifying Checksum 2025-12-04T09:00:49.1182882Z 53c88f1dfeb7: Download complete 2025-12-04T09:00:49.1444058Z ff2e6e687b6c: Verifying Checksum 2025-12-04T09:00:49.1444497Z ff2e6e687b6c: Download complete 2025-12-04T09:00:49.1653790Z 967a3b1c8fef: Verifying Checksum 2025-12-04T09:00:49.1654207Z 967a3b1c8fef: Download complete 2025-12-04T09:00:49.2144074Z 52655f8a5bcc: Verifying Checksum 2025-12-04T09:00:49.2144460Z 52655f8a5bcc: Download complete 2025-12-04T09:00:49.2379407Z a64e1a44f22a: Verifying Checksum 2025-12-04T09:00:49.2379755Z a64e1a44f22a: Download complete 2025-12-04T09:00:49.6693387Z 7c40a3faff76: Verifying Checksum 2025-12-04T09:00:49.6693779Z 7c40a3faff76: Download complete 2025-12-04T09:00:50.4521206Z 53c88f1dfeb7: Pull complete 2025-12-04T09:00:50.9723763Z eae668646f44: Pull complete 2025-12-04T09:00:52.6920115Z ff2e6e687b6c: Pull complete 2025-12-04T09:00:57.3390732Z 7c40a3faff76: Pull complete 2025-12-04T09:00:57.5705747Z 967a3b1c8fef: Pull complete 2025-12-04T09:00:58.3273309Z a64e1a44f22a: Pull complete 2025-12-04T09:00:58.4916986Z 52655f8a5bcc: Pull complete 2025-12-04T09:00:58.5381302Z Digest: sha256:3f986299a7b8b44b0d8cf9bda2b22361ce5c3058ef5d7cb17fb7452506680ab0 2025-12-04T09:00:58.5586141Z Status: Downloaded newer image for public.ecr.aws/docker/library/python:3.13 2025-12-04T09:01:06.3000361Z Thu Dec 4 09:01:06 2025 2025-12-04T09:01:06.3000792Z +-----------------------------------------------------------------------------------------+ 2025-12-04T09:01:06.3001282Z | NVIDIA-SMI 580.82.07 Driver Version: 580.82.07 CUDA Version: 13.0 | 2025-12-04T09:01:06.3001776Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T09:01:06.3002251Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-12-04T09:01:06.3003070Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-12-04T09:01:06.3003508Z | | | MIG M. | 2025-12-04T09:01:06.3003817Z |=========================================+========================+======================| 2025-12-04T09:01:06.3109164Z | 0 NVIDIA L4 On | 00000000:35:00.0 Off | 0 | 2025-12-04T09:01:06.3121178Z | N/A 33C P8 12W / 72W | 0MiB / 23034MiB | 0% Default | 2025-12-04T09:01:06.3121511Z | | | N/A | 2025-12-04T09:01:06.3121824Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T09:01:06.3122041Z 2025-12-04T09:01:06.3122168Z +-----------------------------------------------------------------------------------------+ 2025-12-04T09:01:06.3122517Z | Processes: | 2025-12-04T09:01:06.3122858Z | GPU GI CI PID Type Process name GPU Memory | 2025-12-04T09:01:06.3123166Z | ID ID Usage | 2025-12-04T09:01:06.3123675Z |=========================================================================================| 2025-12-04T09:01:06.3123989Z | No running processes found | 2025-12-04T09:01:06.3124342Z +-----------------------------------------------------------------------------------------+ 2025-12-04T09:01:07.9319687Z Command completed after 1 attempt(s). 2025-12-04T09:01:07.9401107Z Prepare all required actions 2025-12-04T09:01:07.9425447Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-12-04T09:01:07.9425706Z with: 2025-12-04T09:01:07.9426215Z github-token: *** 2025-12-04T09:01:07.9426405Z env: 2025-12-04T09:01:07.9426551Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:07.9426746Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:07.9426970Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:07.9427232Z ##[endgroup] 2025-12-04T09:01:07.9440188Z ##[group]Run set -eux 2025-12-04T09:01:07.9440380Z set -eux 2025-12-04T09:01:07.9440716Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-12-04T09:01:07.9452874Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:07.9453158Z env: 2025-12-04T09:01:07.9453313Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:07.9453507Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:07.9453765Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:07.9454162Z GITHUB_TOKEN: *** 2025-12-04T09:01:07.9454344Z ##[endgroup] 2025-12-04T09:01:07.9486423Z + python3 .github/scripts/get_workflow_job_id.py 19922768520 i-0e6f3504984bc593a 2025-12-04T09:01:09.3168488Z Setting output job-id=57116084848 2025-12-04T09:01:09.3169187Z Setting output job-name=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:01:09.3273828Z ##[group]Run python3 -m pip install psutil==5.9.8 dataclasses_json==0.6.7 nvidia-ml-py==11.525.84 2025-12-04T09:01:09.3274770Z python3 -m pip install psutil==5.9.8 dataclasses_json==0.6.7 nvidia-ml-py==11.525.84 2025-12-04T09:01:09.3275499Z python3 -m tools.stats.monitor --log-interval "$MONITOR_LOG_INTERVAL" --data-collect-interval "$MONITOR_DATA_COLLECT_INTERVAL" > usage_log.txt 2>&1 & 2025-12-04T09:01:09.3276104Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2025-12-04T09:01:09.3284975Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:09.3285245Z env: 2025-12-04T09:01:09.3285404Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:09.3285593Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:09.3285812Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:09.3286063Z JOB_ID: 57116084848 2025-12-04T09:01:09.3286516Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:01:09.3286970Z WORKFLOW_NAME: trunk 2025-12-04T09:01:09.3287150Z WORKFLOW_RUN_ID: 19922768520 2025-12-04T09:01:09.3287351Z MONITOR_LOG_INTERVAL: 5 2025-12-04T09:01:09.3287536Z MONITOR_DATA_COLLECT_INTERVAL: 1 2025-12-04T09:01:09.3287738Z ##[endgroup] 2025-12-04T09:01:09.6007435Z Defaulting to user installation because normal site-packages is not writeable 2025-12-04T09:01:09.9266601Z Collecting psutil==5.9.8 2025-12-04T09:01:09.9415013Z 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) 2025-12-04T09:01:10.0091682Z Collecting dataclasses_json==0.6.7 2025-12-04T09:01:10.0130785Z Downloading dataclasses_json-0.6.7-py3-none-any.whl (28 kB) 2025-12-04T09:01:10.0400473Z Collecting nvidia-ml-py==11.525.84 2025-12-04T09:01:10.0434802Z Downloading nvidia_ml_py-11.525.84-py3-none-any.whl (34 kB) 2025-12-04T09:01:10.0729032Z Collecting typing-inspect<1,>=0.4.0 2025-12-04T09:01:10.0760125Z Downloading typing_inspect-0.9.0-py3-none-any.whl (8.8 kB) 2025-12-04T09:01:10.1725358Z Collecting marshmallow<4.0.0,>=3.18.0 2025-12-04T09:01:10.1757167Z Downloading marshmallow-3.26.1-py3-none-any.whl (50 kB) 2025-12-04T09:01:10.2254757Z Collecting packaging>=17.0 2025-12-04T09:01:10.2291985Z Downloading packaging-25.0-py3-none-any.whl (66 kB) 2025-12-04T09:01:10.2504079Z Collecting mypy-extensions>=0.3.0 2025-12-04T09:01:10.2537480Z Downloading mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB) 2025-12-04T09:01:10.2977690Z Collecting typing-extensions>=3.7.4 2025-12-04T09:01:10.3006944Z Downloading typing_extensions-4.15.0-py3-none-any.whl (44 kB) 2025-12-04T09:01:10.3849049Z Installing collected packages: typing-extensions, packaging, mypy-extensions, typing-inspect, marshmallow, psutil, nvidia-ml-py, dataclasses-json 2025-12-04T09:01:10.6319800Z 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 2025-12-04T09:01:10.7875003Z Prepare all required actions 2025-12-04T09:01:10.7875364Z Getting action download info 2025-12-04T09:01:10.9543057Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-12-04T09:01:11.2077072Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-12-04T09:01:11.5907929Z ##[group]Run ./.github/actions/download-build-artifacts 2025-12-04T09:01:11.5908209Z with: 2025-12-04T09:01:11.5908400Z name: linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T09:01:11.5908639Z s3-bucket: gha-artifacts 2025-12-04T09:01:11.5908837Z env: 2025-12-04T09:01:11.5908991Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:11.5909179Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:11.5909421Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:11.5909687Z ##[endgroup] 2025-12-04T09:01:11.5934036Z ##[group]Run seemethere/download-artifact-s3@v4 2025-12-04T09:01:11.5934284Z with: 2025-12-04T09:01:11.5934494Z name: linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T09:01:11.5934731Z s3-bucket: gha-artifacts 2025-12-04T09:01:11.5934948Z region: us-east-1 2025-12-04T09:01:11.5935125Z env: 2025-12-04T09:01:11.5935270Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:11.5935480Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:11.5935723Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:11.5935989Z ##[endgroup] 2025-12-04T09:01:12.0144494Z (node:59362) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-12-04T09:01:12.0144970Z 2025-12-04T09:01:12.0145147Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-12-04T09:01:12.0145638Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-12-04T09:01:12.0146158Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-12-04T09:01:12.2656829Z Found 1 objects with prefix pytorch/pytorch/19922768520/linux-jammy-cuda12.8-py3.10-gcc11/ 2025-12-04T09:01:12.2657535Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-12-04T09:01:24.2840127Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-12-04T09:01:24.2846620Z Artifact download has finished successfully 2025-12-04T09:01:24.3172273Z ##[group]Run unzip -o artifacts.zip 2025-12-04T09:01:24.3172535Z unzip -o artifacts.zip 2025-12-04T09:01:24.3180555Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:24.3180839Z env: 2025-12-04T09:01:24.3180989Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:24.3181181Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:24.3181410Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:24.3181671Z ##[endgroup] 2025-12-04T09:01:24.3260880Z Archive: artifacts.zip 2025-12-04T09:01:24.3262245Z creating: dist/ 2025-12-04T09:01:24.3378733Z inflating: dist/.ninja_log 2025-12-04T09:01:26.3221608Z inflating: dist/torch-2.10.0a0+gitffd9b0f-cp310-cp310-linux_x86_64.whl 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2025-12-04T09:01:34.2737851Z inflating: .additional_ci_files/test-class-times.json 2025-12-04T09:01:34.2764587Z ##[group]Run rm artifacts.zip 2025-12-04T09:01:34.2764814Z rm artifacts.zip 2025-12-04T09:01:34.2773099Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:34.2773380Z env: 2025-12-04T09:01:34.2773687Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:34.2773887Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:34.2774118Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:34.2774387Z ##[endgroup] 2025-12-04T09:01:34.3658253Z ##[group]Run df -H 2025-12-04T09:01:34.3658441Z df -H 2025-12-04T09:01:34.3665508Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:34.3665792Z env: 2025-12-04T09:01:34.3665988Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:34.3666176Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:34.3666413Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:34.3666659Z ##[endgroup] 2025-12-04T09:01:34.3716459Z Filesystem Size Used Avail Use% Mounted on 2025-12-04T09:01:34.3716860Z devtmpfs 4.2M 0 4.2M 0% /dev 2025-12-04T09:01:34.3717116Z tmpfs 33G 0 33G 0% /dev/shm 2025-12-04T09:01:34.3717361Z tmpfs 13G 775k 13G 1% /run 2025-12-04T09:01:34.3717592Z /dev/nvme0n1p1 161G 54G 108G 34% / 2025-12-04T09:01:34.3717832Z tmpfs 33G 17k 33G 1% /tmp 2025-12-04T09:01:34.3718075Z /dev/nvme0n1p128 11M 1.4M 9.2M 13% /boot/efi 2025-12-04T09:01:34.3718335Z tmpfs 6.5G 0 6.5G 0% /run/user/0 2025-12-04T09:01:34.3748031Z Prepare all required actions 2025-12-04T09:01:34.3748899Z Getting action download info 2025-12-04T09:01:34.5465760Z ##[group]Run ./.github/actions/download-td-artifacts 2025-12-04T09:01:34.5466023Z with: 2025-12-04T09:01:34.5466167Z env: 2025-12-04T09:01:34.5466314Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:34.5466507Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:34.5466743Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:34.5466998Z ##[endgroup] 2025-12-04T09:01:34.5489476Z ##[group]Run seemethere/download-artifact-s3@v4 2025-12-04T09:01:34.5489719Z with: 2025-12-04T09:01:34.5489870Z name: td_results 2025-12-04T09:01:34.5490037Z s3-bucket: gha-artifacts 2025-12-04T09:01:34.5490224Z region: us-east-1 2025-12-04T09:01:34.5490381Z env: 2025-12-04T09:01:34.5490524Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:34.5490709Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:34.5490945Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:34.5491238Z ##[endgroup] 2025-12-04T09:01:34.9409542Z (node:59386) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-12-04T09:01:34.9410009Z 2025-12-04T09:01:34.9410198Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-12-04T09:01:34.9410678Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-12-04T09:01:34.9411174Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-12-04T09:01:35.0388881Z Found 1 objects with prefix pytorch/pytorch/19922768520/td_results/ 2025-12-04T09:01:35.0389488Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2025-12-04T09:01:35.1301633Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2025-12-04T09:01:35.1307110Z Artifact download has finished successfully 2025-12-04T09:01:35.1544251Z ##[group]Run mkdir -p .additional_ci_files 2025-12-04T09:01:35.1544566Z mkdir -p .additional_ci_files 2025-12-04T09:01:35.1544875Z mv td_results.json .additional_ci_files/td_results.json || true 2025-12-04T09:01:35.1553477Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:35.1553767Z env: 2025-12-04T09:01:35.1553927Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:35.1554120Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:35.1554344Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:35.1554593Z ##[endgroup] 2025-12-04T09:01:35.1650090Z ##[group]Run .github/scripts/parse_ref.py 2025-12-04T09:01:35.1650420Z .github/scripts/parse_ref.py 2025-12-04T09:01:35.1657765Z shell: /usr/bin/bash -e {0} 2025-12-04T09:01:35.1657960Z env: 2025-12-04T09:01:35.1658115Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:35.1658315Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:35.1658546Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:35.1658831Z ##[endgroup] 2025-12-04T09:01:35.1854527Z Setting output branch=main 2025-12-04T09:01:35.1951648Z Prepare all required actions 2025-12-04T09:01:35.1951984Z Getting action download info 2025-12-04T09:01:35.3300298Z ##[group]Run ./.github/actions/filter-test-configs 2025-12-04T09:01:35.3300553Z with: 2025-12-04T09:01:35.3300867Z github-token: *** 2025-12-04T09:01:35.3307732Z test-matrix: {"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}]} 2025-12-04T09:01:35.3315095Z job-name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:01:35.3315533Z env: 2025-12-04T09:01:35.3315690Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:35.3315888Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:35.3316116Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:35.3316377Z ##[endgroup] 2025-12-04T09:01:35.3344670Z ##[group]Run nick-fields/retry@v3.0.0 2025-12-04T09:01:35.3344888Z with: 2025-12-04T09:01:35.3345032Z shell: bash 2025-12-04T09:01:35.3345185Z timeout_minutes: 10 2025-12-04T09:01:35.3345358Z max_attempts: 5 2025-12-04T09:01:35.3345534Z retry_wait_seconds: 30 2025-12-04T09:01:35.3346264Z 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 2025-12-04T09:01:35.3346867Z polling_interval_seconds: 1 2025-12-04T09:01:35.3347073Z warning_on_retry: true 2025-12-04T09:01:35.3347260Z continue_on_error: false 2025-12-04T09:01:35.3347432Z env: 2025-12-04T09:01:35.3347578Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:35.3347761Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:35.3347972Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:35.3348363Z GITHUB_TOKEN: *** 2025-12-04T09:01:35.3348534Z ##[endgroup] 2025-12-04T09:01:35.4253233Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-12-04T09:01:35.6343868Z Defaulting to user installation because normal site-packages is not writeable 2025-12-04T09:01:35.7366196Z Collecting requests==2.27.1 2025-12-04T09:01:35.7516223Z Downloading requests-2.27.1-py2.py3-none-any.whl (63 kB) 2025-12-04T09:01:35.9108629Z Collecting pyyaml==6.0.2 2025-12-04T09:01:35.9142784Z Downloading PyYAML-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (737 kB) 2025-12-04T09:01:36.2889229Z Collecting charset-normalizer~=2.0.0 2025-12-04T09:01:36.2926991Z Downloading charset_normalizer-2.0.12-py3-none-any.whl (39 kB) 2025-12-04T09:01:36.2986229Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (2.10) 2025-12-04T09:01:36.3427276Z Collecting certifi>=2017.4.17 2025-12-04T09:01:36.3461722Z Downloading certifi-2025.11.12-py3-none-any.whl (159 kB) 2025-12-04T09:01:36.3529047Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (1.25.10) 2025-12-04T09:01:36.4244119Z Installing collected packages: charset-normalizer, certifi, requests, pyyaml 2025-12-04T09:01:36.5377140Z Successfully installed certifi-2025.11.12 charset-normalizer-2.0.12 pyyaml-6.0.2 requests-2.27.1 2025-12-04T09:01:37.4049009Z Command completed after 1 attempt(s). 2025-12-04T09:01:37.4113685Z ##[group]Run set -x 2025-12-04T09:01:37.4113873Z set -x 2025-12-04T09:01:37.4114033Z  2025-12-04T09:01:37.4114306Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-12-04T09:01:37.4114642Z # in runner workspace 2025-12-04T09:01:37.4114930Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-12-04T09:01:37.4122992Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:37.4123274Z env: 2025-12-04T09:01:37.4123425Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:37.4123619Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:37.4123849Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:37.4124096Z ##[endgroup] 2025-12-04T09:01:37.4157799Z + python3 /home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-12-04T09:01:37.4326613Z Setting output branch=main 2025-12-04T09:01:37.4385365Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-12-04T09:01:37.4385672Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-12-04T09:01:37.4385928Z echo "Job name: ${JOB_NAME}" 2025-12-04T09:01:37.4386138Z  2025-12-04T09:01:37.4386401Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-12-04T09:01:37.4386746Z # in runner workspace 2025-12-04T09:01:37.4387107Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-12-04T09:01:37.4387443Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-12-04T09:01:37.4387991Z  --job-name "${JOB_NAME}" \ 2025-12-04T09:01:37.4395148Z  --test-matrix "{"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}]}" \ 2025-12-04T09:01:37.4402782Z  --selected-test-configs "" \ 2025-12-04T09:01:37.4403043Z  --pr-number "${PR_NUMBER}" \ 2025-12-04T09:01:37.4403265Z  --tag "${TAG}" \ 2025-12-04T09:01:37.4403466Z  --event-name "${EVENT_NAME}" \ 2025-12-04T09:01:37.4403874Z  --schedule "${SCHEDULE}" \ 2025-12-04T09:01:37.4404096Z  --branch "${HEAD_BRANCH}" 2025-12-04T09:01:37.4411061Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:37.4411348Z env: 2025-12-04T09:01:37.4411506Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:37.4411688Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:37.4411912Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:37.4412353Z GITHUB_TOKEN: *** 2025-12-04T09:01:37.4412780Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:01:37.4413236Z PR_NUMBER: 2025-12-04T09:01:37.4413390Z TAG: 2025-12-04T09:01:37.4413537Z EVENT_NAME: schedule 2025-12-04T09:01:37.4413717Z SCHEDULE: 29 8 * * * 2025-12-04T09:01:37.4413881Z HEAD_BRANCH: main 2025-12-04T09:01:37.4414046Z ##[endgroup] 2025-12-04T09:01:37.4438328Z Workflow: trunk 2025-12-04T09:01:37.4438967Z Job name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:01:37.8556943Z Setting output keep-going=True 2025-12-04T09:01:37.8557284Z Setting output ci-verbose-test-logs=False 2025-12-04T09:01:37.8557622Z Setting output ci-test-showlocals=False 2025-12-04T09:01:37.8557920Z Setting output ci-no-test-timeout=False 2025-12-04T09:01:37.8558201Z Setting output ci-no-td=False 2025-12-04T09:01:37.8558480Z Setting output ci-td-distributed=False 2025-12-04T09:01:37.8558762Z Setting output is-unstable=False 2025-12-04T09:01:37.8559024Z Setting output reenabled-issues= 2025-12-04T09:01:37.8576824Z Setting output test-matrix={"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}]} 2025-12-04T09:01:37.8592639Z Setting output is-test-matrix-empty=False 2025-12-04T09:01:37.8672353Z ##[group]Run echo "Filtered matrix:" 2025-12-04T09:01:37.8672668Z echo "Filtered matrix:" 2025-12-04T09:01:37.8688279Z echo "{"include": [{"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 1, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 2, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 3, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 4, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "default", "shard": 5, "num_shards": 5, "runner": "lf.linux.g6.4xlarge.experimental.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 1, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 2, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "distributed", "shard": 3, "num_shards": 3, "runner": "lf.linux.g4dn.12xlarge.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "pr_time_benchmarks", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "mem_leak_check": "mem_leak_check", "rerun_disabled_tests": "rerun_disabled_tests"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests", "mem_leak_check": "mem_leak_check"}, {"config": "libtorch_agnostic_targetting", "shard": 1, "num_shards": 1, "runner": "linux.g4dn.metal.nvidia.gpu", "rerun_disabled_tests": "rerun_disabled_tests"}]}" 2025-12-04T09:01:37.8704326Z  2025-12-04T09:01:37.8704480Z echo 2025-12-04T09:01:37.8704669Z echo "Is the current job unstable? False" 2025-12-04T09:01:37.8704917Z  2025-12-04T09:01:37.8705057Z echo 2025-12-04T09:01:37.8705224Z echo "Is keep-going label set? True" 2025-12-04T09:01:37.8705443Z  2025-12-04T09:01:37.8705579Z echo 2025-12-04T09:01:37.8705737Z echo "Reenabled issues? " 2025-12-04T09:01:37.8713104Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:37.8713385Z env: 2025-12-04T09:01:37.8713541Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:37.8713725Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:37.8713964Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:37.8714360Z ##[endgroup] 2025-12-04T09:01:37.8738558Z Filtered matrix: 2025-12-04T09:01:37.8759498Z {include: [{config: default, shard: 1, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: default, shard: 1, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 1, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: default, shard: 1, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 2, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: default, shard: 2, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 2, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: default, shard: 2, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 3, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: default, shard: 3, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 3, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: default, shard: 3, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 4, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: default, shard: 4, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 4, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: default, shard: 4, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 5, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: default, shard: 5, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: default, shard: 5, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: default, shard: 5, num_shards: 5, runner: lf.linux.g6.4xlarge.experimental.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: distributed, shard: 1, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: distributed, shard: 1, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: distributed, shard: 1, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: distributed, shard: 1, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: distributed, shard: 2, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: distributed, shard: 2, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: distributed, shard: 2, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: distributed, shard: 2, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: distributed, shard: 3, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: distributed, shard: 3, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: distributed, shard: 3, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: distributed, shard: 3, num_shards: 3, runner: lf.linux.g4dn.12xlarge.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: pr_time_benchmarks, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: pr_time_benchmarks, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: pr_time_benchmarks, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: pr_time_benchmarks, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}, {config: libtorch_agnostic_targetting, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, mem_leak_check: mem_leak_check}, {config: libtorch_agnostic_targetting, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, mem_leak_check: mem_leak_check, rerun_disabled_tests: rerun_disabled_tests}, {config: libtorch_agnostic_targetting, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests, mem_leak_check: mem_leak_check}, {config: libtorch_agnostic_targetting, shard: 1, num_shards: 1, runner: linux.g4dn.metal.nvidia.gpu, rerun_disabled_tests: rerun_disabled_tests}]} 2025-12-04T09:01:37.8774755Z 2025-12-04T09:01:37.8774843Z Is the current job unstable? False 2025-12-04T09:01:37.8774996Z 2025-12-04T09:01:37.8775086Z Is keep-going label set? True 2025-12-04T09:01:37.8775224Z 2025-12-04T09:01:37.8775290Z Reenabled issues? 2025-12-04T09:01:37.8802070Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-12-04T09:01:37.8802500Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-12-04T09:01:37.8809414Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:37.8809691Z env: 2025-12-04T09:01:37.8809861Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:37.8810052Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:37.8810278Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:37.8810530Z JOB_TIMEOUT: 600 2025-12-04T09:01:37.8810697Z ##[endgroup] 2025-12-04T09:01:37.8855142Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-12-04T09:01:37.8855577Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-12-04T09:01:37.8855907Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-12-04T09:01:37.8863154Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T09:01:37.8863430Z env: 2025-12-04T09:01:37.8863588Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:37.8863782Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:37.8864001Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:37.8864256Z ##[endgroup] 2025-12-04T09:01:37.8956586Z ##[group]Run set -x 2025-12-04T09:01:37.8956864Z set -x 2025-12-04T09:01:37.8957043Z  2025-12-04T09:01:37.8957228Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2025-12-04T09:01:37.8957506Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2025-12-04T09:01:37.8957797Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2025-12-04T09:01:37.8958056Z  TEST_COMMAND=.ci/onnx/test.sh 2025-12-04T09:01:37.8958410Z else 2025-12-04T09:01:37.8958589Z  TEST_COMMAND=.ci/pytorch/test.sh 2025-12-04T09:01:37.8958803Z fi 2025-12-04T09:01:37.8958944Z  2025-12-04T09:01:37.8959125Z # Leaving 1GB for the runner and other things 2025-12-04T09:01:37.8959533Z TOTAL_AVAILABLE_MEMORY_IN_GB=$(awk '/MemTotal/ { printf "%.3f \n", $2/1024/1024 - 1 }' /proc/meminfo) 2025-12-04T09:01:37.8960158Z # https://docs.docker.com/engine/containers/resource_constraints/#--memory-swap-details, the 3GB swap 2025-12-04T09:01:37.8960652Z # comes from https://github.com/pytorch/test-infra/pull/6058 2025-12-04T09:01:37.8961035Z TOTAL_MEMORY_WITH_SWAP=$(("${TOTAL_AVAILABLE_MEMORY_IN_GB%.*}" + 3)) 2025-12-04T09:01:37.8961325Z  2025-12-04T09:01:37.8961505Z if [[ ${BUILD_ENVIRONMENT} == *"s390x"* ]]; then 2025-12-04T09:01:37.8961747Z  SHM_OPTS= 2025-12-04T09:01:37.8961929Z  JENKINS_USER= 2025-12-04T09:01:37.8962174Z  # ensure that docker container cleanly exits in 12 hours 2025-12-04T09:01:37.8962503Z  # if for some reason cleanup action doesn't stop container 2025-12-04T09:01:37.8962789Z  # when job is cancelled 2025-12-04T09:01:37.8963007Z  DOCKER_SHELL_CMD="sleep 12h" 2025-12-04T09:01:37.8963235Z  USED_IMAGE="${DOCKER_IMAGE_S390X}" 2025-12-04T09:01:37.8963448Z else 2025-12-04T09:01:37.8963626Z  SHM_OPTS="--shm-size=${SHM_SIZE}" 2025-12-04T09:01:37.8963856Z  JENKINS_USER="--user jenkins" 2025-12-04T09:01:37.8964071Z  DOCKER_SHELL_CMD= 2025-12-04T09:01:37.8964268Z  USED_IMAGE="${DOCKER_IMAGE}" 2025-12-04T09:01:37.8964467Z fi 2025-12-04T09:01:37.8964603Z  2025-12-04T09:01:37.8964836Z # detached container should get cleaned up by teardown_ec2_linux 2025-12-04T09:01:37.8965207Z # TODO: Stop building test binaries as part of the build phase 2025-12-04T09:01:37.8965632Z # Used for GPU_FLAG, SHM_OPTS, JENKINS_USER and DOCKER_SHELL_CMD since that doesn't play nice 2025-12-04T09:01:37.8966003Z # shellcheck disable=SC2086,SC2090 2025-12-04T09:01:37.8966236Z container_name=$(docker run \ 2025-12-04T09:01:37.8966463Z  ${GPU_FLAG:-} \ 2025-12-04T09:01:37.8966672Z  ${SCCACHE_SERVER_PORT_DOCKER_FLAG:-} \ 2025-12-04T09:01:37.8966924Z  -e BUILD_ENVIRONMENT \ 2025-12-04T09:01:37.8967137Z  -e PR_NUMBER \ 2025-12-04T09:01:37.8967328Z  -e GITHUB_ACTIONS \ 2025-12-04T09:01:37.8967533Z  -e GITHUB_REPOSITORY \ 2025-12-04T09:01:37.8967742Z  -e GITHUB_WORKFLOW \ 2025-12-04T09:01:37.8967940Z  -e GITHUB_JOB \ 2025-12-04T09:01:37.8968148Z  -e GITHUB_RUN_ID \ 2025-12-04T09:01:37.8968344Z  -e GITHUB_RUN_NUMBER \ 2025-12-04T09:01:37.8968556Z  -e GITHUB_RUN_ATTEMPT \ 2025-12-04T09:01:37.8968759Z  -e JOB_ID \ 2025-12-04T09:01:37.8968935Z  -e JOB_NAME \ 2025-12-04T09:01:37.8969116Z  -e BASE_SHA \ 2025-12-04T09:01:37.8969284Z  -e BRANCH \ 2025-12-04T09:01:37.8969449Z  -e SHA1 \ 2025-12-04T09:01:37.8969626Z  -e AWS_DEFAULT_REGION \ 2025-12-04T09:01:37.8969821Z  -e IN_WHEEL_TEST \ 2025-12-04T09:01:37.8970018Z  -e SHARD_NUMBER \ 2025-12-04T09:01:37.8970204Z  -e TEST_CONFIG \ 2025-12-04T09:01:37.8970386Z  -e NUM_TEST_SHARDS \ 2025-12-04T09:01:37.8970705Z  -e REENABLED_ISSUES \ 2025-12-04T09:01:37.8970922Z  -e CONTINUE_THROUGH_ERROR \ 2025-12-04T09:01:37.8971152Z  -e VERBOSE_TEST_LOGS \ 2025-12-04T09:01:37.8971349Z  -e TEST_SHOWLOCALS \ 2025-12-04T09:01:37.8971541Z  -e NO_TEST_TIMEOUT \ 2025-12-04T09:01:37.8971730Z  -e NO_TD \ 2025-12-04T09:01:37.8971898Z  -e TD_DISTRIBUTED \ 2025-12-04T09:01:37.8972176Z  -e PR_LABELS \ 2025-12-04T09:01:37.8972387Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2025-12-04T09:01:37.8972619Z  -e SCCACHE_BUCKET \ 2025-12-04T09:01:37.8972820Z  -e SCCACHE_REGION \ 2025-12-04T09:01:37.8973013Z  -e XLA_CUDA \ 2025-12-04T09:01:37.8973208Z  -e XLA_CLANG_CACHE_S3_BUCKET_NAME \ 2025-12-04T09:01:37.8973467Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2025-12-04T09:01:37.8973737Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2025-12-04T09:01:37.8974003Z  -e SKIP_SCCACHE_INITIALIZATION=1 \ 2025-12-04T09:01:37.8974239Z  -e HUGGING_FACE_HUB_TOKEN \ 2025-12-04T09:01:37.8974483Z  -e VLLM_TEST_HUGGING_FACE_TOKEN \ 2025-12-04T09:01:37.8974726Z  -e SCRIBE_GRAPHQL_ACCESS_TOKEN \ 2025-12-04T09:01:37.8974943Z  -e DASHBOARD_TAG \ 2025-12-04T09:01:37.8975146Z  -e ARTIFACTS_FILE_SUFFIX \ 2025-12-04T09:01:37.8975402Z  --memory="${TOTAL_AVAILABLE_MEMORY_IN_GB%.*}g" \ 2025-12-04T09:01:37.8975702Z  --memory-swap="${TOTAL_MEMORY_WITH_SWAP}g" \ 2025-12-04T09:01:37.8975991Z  --env-file="/tmp/github_env_${GITHUB_RUN_ID}" \ 2025-12-04T09:01:37.8976272Z  --security-opt seccomp=unconfined \ 2025-12-04T09:01:37.8976516Z  --cap-add=SYS_PTRACE \ 2025-12-04T09:01:37.8976716Z  --ipc=host \ 2025-12-04T09:01:37.8976897Z  ${SHM_OPTS} \ 2025-12-04T09:01:37.8977075Z  --tty \ 2025-12-04T09:01:37.8977231Z  --detach \ 2025-12-04T09:01:37.8977425Z  --name="${container_name}" \ 2025-12-04T09:01:37.8977645Z  ${JENKINS_USER} \ 2025-12-04T09:01:37.8977893Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2025-12-04T09:01:37.8978167Z  -w /var/lib/jenkins/workspace \ 2025-12-04T09:01:37.8978388Z  "${USED_IMAGE}" \ 2025-12-04T09:01:37.8978577Z  ${DOCKER_SHELL_CMD} 2025-12-04T09:01:37.8978760Z ) 2025-12-04T09:01:37.8978988Z echo "DOCKER_CONTAINER_ID=${container_name}" >> "${GITHUB_ENV}" 2025-12-04T09:01:37.8979273Z  2025-12-04T09:01:37.8979452Z if [[ ${BUILD_ENVIRONMENT} == *"s390x"* ]]; then 2025-12-04T09:01:37.8979871Z  docker exec -t "${container_name}" sh -c "python3 -m pip install -r .ci/docker/requirements-ci.txt" 2025-12-04T09:01:37.8980230Z fi 2025-12-04T09:01:37.8980373Z  2025-12-04T09:01:37.8980707Z docker exec -t "${container_name}" sh -c "python3 -m pip install $(echo dist/*.whl)[opt-einsum] && ${TEST_COMMAND}" 2025-12-04T09:01:37.8987584Z shell: /usr/bin/bash -e {0} 2025-12-04T09:01:37.8987800Z env: 2025-12-04T09:01:37.8987953Z GIT_DEFAULT_BRANCH: main 2025-12-04T09:01:37.8988141Z HAS_NVIDIA_GPU: true 2025-12-04T09:01:37.8988363Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:01:37.8988662Z BUILD_ENVIRONMENT: linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T09:01:37.8988925Z PR_NUMBER: 2025-12-04T09:01:37.8989097Z GITHUB_REPOSITORY: pytorch/pytorch 2025-12-04T09:01:37.8989314Z GITHUB_WORKFLOW: trunk 2025-12-04T09:01:37.8989486Z GITHUB_JOB: test 2025-12-04T09:01:37.8989652Z GITHUB_RUN_ID: 19922768520 2025-12-04T09:01:37.8989846Z GITHUB_RUN_NUMBER: 158165 2025-12-04T09:01:37.8990031Z GITHUB_RUN_ATTEMPT: 1 2025-12-04T09:01:37.8990197Z JOB_ID: 57116084848 2025-12-04T09:01:37.8990619Z JOB_NAME: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:01:37.8991173Z BRANCH: main 2025-12-04T09:01:37.8991364Z SHA1: ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:01:37.8991641Z BASE_SHA: ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:01:37.8991886Z TEST_CONFIG: default 2025-12-04T09:01:37.8992053Z SHARD_NUMBER: 1 2025-12-04T09:01:37.8992228Z NUM_TEST_SHARDS: 5 2025-12-04T09:01:37.8992392Z EXTRA_FLAGS: 2025-12-04T09:01:37.8992545Z OP_BENCHMARK_TESTS: 2025-12-04T09:01:37.8992788Z REENABLED_ISSUES: 2025-12-04T09:01:37.8992959Z CONTINUE_THROUGH_ERROR: True 2025-12-04T09:01:37.8993158Z VERBOSE_TEST_LOGS: False 2025-12-04T09:01:37.8993347Z TEST_SHOWLOCALS: False 2025-12-04T09:01:37.8993520Z NO_TEST_TIMEOUT: False 2025-12-04T09:01:37.8993689Z NO_TD: False 2025-12-04T09:01:37.8993847Z TD_DISTRIBUTED: False 2025-12-04T09:01:37.8994060Z SCCACHE_BUCKET: ossci-compiler-cache-circleci-v2 2025-12-04T09:01:37.8994314Z SCCACHE_REGION: us-east-1 2025-12-04T09:01:37.8994497Z SHM_SIZE: 2g 2025-12-04T09:01:37.8995050Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T09:01:37.8996054Z DOCKER_IMAGE_S390X: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T09:01:37.8996656Z XLA_CUDA: 2025-12-04T09:01:37.8996906Z XLA_CLANG_CACHE_S3_BUCKET_NAME: ossci-compiler-clang-cache-circleci-xla 2025-12-04T09:01:37.8997227Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 1 2025-12-04T09:01:37.8997456Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-12-04T09:01:37.8997668Z DASHBOARD_TAG: 2025-12-04T09:01:37.8997995Z VLLM_TEST_HUGGING_FACE_TOKEN: *** 2025-12-04T09:01:37.8998281Z HUGGING_FACE_HUB_TOKEN: *** 2025-12-04T09:01:37.8998583Z SCRIBE_GRAPHQL_ACCESS_TOKEN: *** 2025-12-04T09:01:37.8998973Z ARTIFACTS_FILE_SUFFIX: test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848 2025-12-04T09:01:37.8999359Z ##[endgroup] 2025-12-04T09:01:37.9023599Z + [[ default == \m\u\l\t\i\g\p\u ]] 2025-12-04T09:01:37.9023946Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *onnx* ]] 2025-12-04T09:01:37.9024293Z + TEST_COMMAND=.ci/pytorch/test.sh 2025-12-04T09:01:37.9026931Z ++ awk '/MemTotal/ { printf "%.3f \n", $2/1024/1024 - 1 }' /proc/meminfo 2025-12-04T09:01:37.9047841Z + TOTAL_AVAILABLE_MEMORY_IN_GB='59.453 ' 2025-12-04T09:01:37.9048152Z + TOTAL_MEMORY_WITH_SWAP=62 2025-12-04T09:01:37.9048459Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *\s\3\9\0\x* ]] 2025-12-04T09:01:37.9048790Z + SHM_OPTS=--shm-size=2g 2025-12-04T09:01:37.9049031Z + JENKINS_USER='--user jenkins' 2025-12-04T09:01:37.9049268Z + DOCKER_SHELL_CMD= 2025-12-04T09:01:37.9049973Z + USED_IMAGE=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T09:01:37.9057002Z +++ nproc --ignore=2 2025-12-04T09:01:37.9088999Z ++ 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_19922768520 --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-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T09:01:50.8363638Z + container_name=f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T09:01:50.8364485Z + echo DOCKER_CONTAINER_ID=f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T09:01:50.8365490Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *\s\3\9\0\x* ]] 2025-12-04T09:01:50.8369007Z ++ echo dist/torch-2.10.0a0+gitffd9b0f-cp310-cp310-linux_x86_64.whl 2025-12-04T09:01:50.8371516Z + docker exec -t f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 sh -c 'python3 -m pip install dist/torch-2.10.0a0+gitffd9b0f-cp310-cp310-linux_x86_64.whl[opt-einsum] && .ci/pytorch/test.sh' 2025-12-04T09:01:51.2945699Z Processing ./dist/torch-2.10.0a0+gitffd9b0f-cp310-cp310-linux_x86_64.whl (from torch==2.10.0a0+gitffd9b0f) 2025-12-04T09:01:51.6473729Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (3.18.0) 2025-12-04T09:01:51.6476597Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (4.12.2) 2025-12-04T09:01:51.6480195Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (1.13.3) 2025-12-04T09:01:51.6483947Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (2.8.8) 2025-12-04T09:01:51.6486838Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (3.1.6) 2025-12-04T09:01:51.6490597Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (2025.10.0) 2025-12-04T09:01:51.6502149Z Requirement already satisfied: opt-einsum>=3.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (3.3.0) 2025-12-04T09:01:51.6824122Z Requirement already satisfied: numpy>=1.7 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from opt-einsum>=3.3->torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (1.22.4) 2025-12-04T09:01:51.6840659Z 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==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (1.3.0) 2025-12-04T09:01:51.6889488Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch==2.10.0a0+gitffd9b0f->torch==2.10.0a0+gitffd9b0f) (3.0.3) 2025-12-04T09:01:52.0358713Z Installing collected packages: torch 2025-12-04T09:02:02.8100755Z Successfully installed torch-2.10.0a0+gitffd9b0f 2025-12-04T09:02:02.8605345Z + export TERM=vt100 2025-12-04T09:02:02.8605707Z + TERM=vt100 2025-12-04T09:02:02.8607480Z ++ dirname .ci/pytorch/test.sh 2025-12-04T09:02:02.8616143Z + source .ci/pytorch/common.sh 2025-12-04T09:02:02.8620204Z +++ dirname .ci/pytorch/common.sh 2025-12-04T09:02:02.8629377Z ++ source .ci/pytorch/common_utils.sh 2025-12-04T09:02:02.8631151Z +++ declare -f -t trap_add 2025-12-04T09:02:02.8636214Z ++ set -ex -o pipefail 2025-12-04T09:02:02.8636652Z ++ [[ linux-jammy-cuda12.8-py3.10-gcc11 == *rocm* ]] 2025-12-04T09:02:02.8636976Z ++ BUILD_TEST_LIBTORCH=0 2025-12-04T09:02:02.8639889Z ++ dirname .ci/pytorch/test.sh 2025-12-04T09:02:02.8647449Z + source .ci/pytorch/common-build.sh 2025-12-04T09:02:02.8649210Z ++ [[ linux-jammy-cuda12.8-py3.10-gcc11 != *win-* ]] 2025-12-04T09:02:02.8655560Z ++++ dirname .ci/pytorch/common-build.sh 2025-12-04T09:02:02.8664499Z +++ cd .ci/pytorch 2025-12-04T09:02:02.8664855Z +++ pwd -P 2025-12-04T09:02:02.8667396Z ++ script_dir=/var/lib/jenkins/workspace/.ci/pytorch 2025-12-04T09:02:02.8667845Z ++ [[ linux-jammy-cuda12.8-py3.10-gcc11 == *-pch* ]] 2025-12-04T09:02:02.8668115Z ++ which sccache 2025-12-04T09:02:02.8681682Z ++ [[ -z ossci-compiler-cache-circleci-v2 ]] 2025-12-04T09:02:02.8682150Z ++ sccache --stop-server 2025-12-04T09:02:02.8708092Z ++ true 2025-12-04T09:02:02.8708663Z ++ rm -f /var/lib/jenkins/sccache_error.log 2025-12-04T09:02:02.8719205Z ++ trap_add sccache_epilogue EXIT 2025-12-04T09:02:02.8719604Z ++ trap_add_cmd=sccache_epilogue 2025-12-04T09:02:02.8719855Z ++ shift 2025-12-04T09:02:02.8720045Z ++ for trap_add_name in "$@" 2025-12-04T09:02:02.8725742Z ++++ trap -p EXIT 2025-12-04T09:02:02.8728903Z +++ eval 'extract_trap_cmd ' 2025-12-04T09:02:02.8729303Z ++++ extract_trap_cmd 2025-12-04T09:02:02.8729651Z ++++ printf '%s\n' '' 2025-12-04T09:02:02.8730016Z +++ printf '%s\n' sccache_epilogue 2025-12-04T09:02:02.8732214Z ++ trap -- ' 2025-12-04T09:02:02.8732550Z sccache_epilogue' EXIT 2025-12-04T09:02:02.8732793Z ++ [[ -n 1 ]] 2025-12-04T09:02:02.8733167Z ++ echo 'Skipping sccache server initialization, setting environment variables' 2025-12-04T09:02:02.8733726Z Skipping sccache server initialization, setting environment variables 2025-12-04T09:02:02.8734120Z ++ export SCCACHE_IDLE_TIMEOUT=0 2025-12-04T09:02:02.8734383Z ++ SCCACHE_IDLE_TIMEOUT=0 2025-12-04T09:02:02.8734704Z ++ export SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-12-04T09:02:02.8735112Z ++ SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-12-04T09:02:02.8739769Z ++ export RUST_LOG=sccache::server=error 2025-12-04T09:02:02.8740097Z ++ RUST_LOG=sccache::server=error 2025-12-04T09:02:02.8740325Z ++ sccache --zero-stats 2025-12-04T09:02:02.9758478Z Statistics zeroed. 2025-12-04T09:02:02.9763748Z ++ which ccache 2025-12-04T09:02:02.9775602Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *rocm* ]] 2025-12-04T09:02:02.9775948Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *s390x* ]] 2025-12-04T09:02:02.9776222Z + [[ -d /var/lib/jenkins/workspace ]] 2025-12-04T09:02:02.9778071Z ++ stat -c %u /var/lib/jenkins/workspace 2025-12-04T09:02:02.9796481Z + WORKSPACE_ORIGINAL_OWNER_ID=1000 2025-12-04T09:02:02.9796794Z + trap_add cleanup_workspace EXIT 2025-12-04T09:02:02.9797060Z + trap_add_cmd=cleanup_workspace 2025-12-04T09:02:02.9797310Z + shift 2025-12-04T09:02:02.9797507Z + for trap_add_name in "$@" 2025-12-04T09:02:02.9804113Z +++ trap -p EXIT 2025-12-04T09:02:02.9806958Z ++ eval 'extract_trap_cmd trap -- '\'' 2025-12-04T09:02:02.9807408Z sccache_epilogue'\'' EXIT' 2025-12-04T09:02:02.9807680Z +++ extract_trap_cmd trap -- ' 2025-12-04T09:02:02.9807924Z sccache_epilogue' EXIT 2025-12-04T09:02:02.9808178Z +++ printf '%s\n' ' 2025-12-04T09:02:02.9808462Z sccache_epilogue' 2025-12-04T09:02:02.9808695Z ++ printf '%s\n' cleanup_workspace 2025-12-04T09:02:02.9809734Z + trap -- ' 2025-12-04T09:02:02.9810054Z sccache_epilogue 2025-12-04T09:02:02.9810292Z cleanup_workspace' EXIT 2025-12-04T09:02:02.9810590Z + sudo chown -R jenkins /var/lib/jenkins/workspace 2025-12-04T09:02:03.8790553Z + git config --global --add safe.directory /var/lib/jenkins/workspace 2025-12-04T09:02:03.8811301Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-12-04T09:02:03.8814836Z ++ python -c 'import os;import numba.cuda; print(os.path.dirname(numba.cuda.__file__))' 2025-12-04T09:02:04.2478198Z + NUMBA_CUDA_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/numba/cuda 2025-12-04T09:02:04.2478730Z + '[' -n /opt/conda/envs/py_3.10/lib/python3.10/site-packages/numba/cuda ']' 2025-12-04T09:02:04.2483705Z +++ realpath .ci/pytorch/test.sh 2025-12-04T09:02:04.2495187Z ++ dirname /var/lib/jenkins/workspace/.ci/pytorch/test.sh 2025-12-04T09:02:04.2504555Z + NUMBA_PATCH=/var/lib/jenkins/workspace/.ci/pytorch/numba-cuda-13.patch 2025-12-04T09:02:04.2505444Z + pushd /opt/conda/envs/py_3.10/lib/python3.10/site-packages/numba/cuda 2025-12-04T09:02:04.2506792Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/numba/cuda ~/workspace 2025-12-04T09:02:04.2507540Z + patch -p4 2025-12-04T09:02:04.2519575Z patching file cudadrv/driver.py 2025-12-04T09:02:04.2519899Z Hunk #1 succeeded at 357 (offset -8 lines). 2025-12-04T09:02:04.2569067Z + popd 2025-12-04T09:02:04.2569698Z ~/workspace 2025-12-04T09:02:04.2570360Z + echo 'Environment variables:' 2025-12-04T09:02:04.2571214Z Environment variables: 2025-12-04T09:02:04.2571904Z + env 2025-12-04T09:02:04.2587283Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-12-04T09:02:04.2587974Z CONTINUE_THROUGH_ERROR=True 2025-12-04T09:02:04.2588395Z BUILD_ENVIRONMENT=linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T09:02:04.2601262Z VLLM_TEST_HUGGING_FACE_TOKEN=*** 2025-12-04T09:02:04.2601495Z HOSTNAME=f22965779dd6 2025-12-04T09:02:04.2601926Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2602362Z GITHUB_ACTION=__run_3 2025-12-04T09:02:04.2602579Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 2025-12-04T09:02:04.2602807Z GITHUB_RUN_NUMBER=158165 2025-12-04T09:02:04.2602988Z TEST_CONFIG=default 2025-12-04T09:02:04.2603172Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-12-04T09:02:04.2603406Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2025-12-04T09:02:04.2603629Z SCCACHE_IDLE_TIMEOUT=0 2025-12-04T09:02:04.2603930Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2025-12-04T09:02:04.2604151Z GITHUB_TRIGGERING_ACTOR=huydhn 2025-12-04T09:02:04.2604371Z GITHUB_REF_TYPE=branch 2025-12-04T09:02:04.2604627Z BASE_SHA=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2604872Z XLA_CUDA= 2025-12-04T09:02:04.2605036Z NCCL_LIB_DIR=/usr/local/cuda/lib64/ 2025-12-04T09:02:04.2605333Z HUGGING_FACE_HUB_TOKEN=*** 2025-12-04T09:02:04.2605634Z *** 2025-12-04T09:02:04.2605795Z GITHUB_REPOSITORY_ID=65600975 2025-12-04T09:02:04.2605998Z GITHUB_ACTIONS=true 2025-12-04T09:02:04.2606179Z NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:02:04.2606415Z SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-12-04T09:02:04.2606715Z SHA1=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2606983Z GITHUB_SHA=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2607347Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/trunk.yml@refs/heads/main 2025-12-04T09:02:04.2607674Z UCC_HOME=/usr 2025-12-04T09:02:04.2607837Z VERBOSE_TEST_LOGS=False 2025-12-04T09:02:04.2608014Z GITHUB_REF=refs/heads/main 2025-12-04T09:02:04.2608207Z SHARD_NUMBER=1 2025-12-04T09:02:04.2608370Z GITHUB_REF_PROTECTED=true 2025-12-04T09:02:04.2608544Z HOME=/var/lib/jenkins 2025-12-04T09:02:04.2608738Z GITHUB_API_URL=https://api.github.com 2025-12-04T09:02:04.2608971Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-12-04T09:02:04.2609230Z UCX_COMMIT=7836b165abdbe468a2f607e7254011c07d788152 2025-12-04T09:02:04.2609473Z USE_SYSTEM_NCCL=1 2025-12-04T09:02:04.2609626Z NUM_TEST_SHARDS=5 2025-12-04T09:02:04.2609778Z UCX_HOME=/usr 2025-12-04T09:02:04.2610180Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2610864Z JOB_NAME=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:02:04.2611532Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2612100Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2025-12-04T09:02:04.2612457Z GITHUB_EVENT_NAME=schedule 2025-12-04T09:02:04.2612635Z DASHBOARD_TAG= 2025-12-04T09:02:04.2612798Z GITHUB_RUN_ID=19922768520 2025-12-04T09:02:04.2612980Z INSTALLED_OPENBLAS= 2025-12-04T09:02:04.2613396Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2613859Z GITHUB_ACTOR=huydhn 2025-12-04T09:02:04.2614019Z PR_NUMBER= 2025-12-04T09:02:04.2614173Z DESIRED_CUDA=12.8.1 2025-12-04T09:02:04.2614340Z GITHUB_RUN_ATTEMPT=1 2025-12-04T09:02:04.2614748Z ANACONDA_PYTHON_VERSION=3.10 2025-12-04T09:02:04.2614991Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-12-04T09:02:04.2615234Z TERM=vt100 2025-12-04T09:02:04.2615384Z INSTALLED_VISION=yes 2025-12-04T09:02:04.2615545Z BRANCH=main 2025-12-04T09:02:04.2615705Z SCCACHE_REGION=us-east-1 2025-12-04T09:02:04.2615898Z OPENSSL_ROOT_DIR=/opt/openssl 2025-12-04T09:02:04.2616095Z BUILD_AOT_INDUCTOR_TEST= 2025-12-04T09:02:04.2616407Z CUDA_PATH=/usr/local/cuda 2025-12-04T09:02:04.2616780Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2025-12-04T09:02:04.2617193Z GITHUB_SERVER_URL=https://github.com 2025-12-04T09:02:04.2617435Z UCC_COMMIT=430e241bf5d38cbc73fc7a6b89155397232e3f96 2025-12-04T09:02:04.2617674Z REENABLED_ISSUES= 2025-12-04T09:02:04.2617836Z DOCS= 2025-12-04T09:02:04.2618024Z SHLVL=1 2025-12-04T09:02:04.2618167Z MAX_JOBS=14 2025-12-04T09:02:04.2618313Z GITHUB_ACTOR_ID=475357 2025-12-04T09:02:04.2618547Z GITHUB_WORKFLOW_SHA=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2618815Z GITHUB_REF_NAME=main 2025-12-04T09:02:04.2619084Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2025-12-04T09:02:04.2619377Z GITHUB_JOB=test 2025-12-04T09:02:04.2619540Z NO_TEST_TIMEOUT=False 2025-12-04T09:02:04.2619710Z TD_DISTRIBUTED=False 2025-12-04T09:02:04.2619892Z GITHUB_REPOSITORY=pytorch/pytorch 2025-12-04T09:02:04.2620308Z GITHUB_RETENTION_DAYS=90 2025-12-04T09:02:04.2620520Z OPENSSL_DIR=/opt/openssl 2025-12-04T09:02:04.2620706Z GITHUB_ACTION_REPOSITORY= 2025-12-04T09:02:04.2621266Z 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 2025-12-04T09:02:04.2621828Z GITHUB_BASE_REF= 2025-12-04T09:02:04.2621989Z INSTALLED_ACL= 2025-12-04T09:02:04.2622322Z ARTIFACTS_FILE_SUFFIX=test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848 2025-12-04T09:02:04.2622823Z CI=true 2025-12-04T09:02:04.2622990Z GITHUB_REPOSITORY_OWNER=pytorch 2025-12-04T09:02:04.2623224Z RUST_LOG=sccache::server=error 2025-12-04T09:02:04.2623726Z JOB_ID=57116084848 2025-12-04T09:02:04.2623903Z GITHUB_HEAD_REF= 2025-12-04T09:02:04.2624059Z GITHUB_ACTION_REF= 2025-12-04T09:02:04.2624264Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2025-12-04T09:02:04.2624518Z TEST_SHOWLOCALS=False 2025-12-04T09:02:04.2624692Z GITHUB_WORKFLOW=trunk 2025-12-04T09:02:04.2624872Z DEBIAN_FRONTEND=noninteractive 2025-12-04T09:02:04.2625448Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2625912Z NO_TD=False 2025-12-04T09:02:04.2626326Z SKIP_SCCACHE_INITIALIZATION=1 2025-12-04T09:02:04.2626547Z NCCL_INCLUDE_DIR=/usr/local/cuda/include/ 2025-12-04T09:02:04.2626767Z _=/usr/bin/env 2025-12-04T09:02:04.2627017Z OLDPWD=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/numba/cuda 2025-12-04T09:02:04.2627392Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2025-12-04T09:02:04.2715118Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch 2025-12-04T09:02:04.2716415Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2025-12-04T09:02:04.2717352Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib 2025-12-04T09:02:04.2718163Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test 2025-12-04T09:02:04.2718650Z + BUILD_DIR=build 2025-12-04T09:02:04.2718955Z + BUILD_RENAMED_DIR=build_renamed 2025-12-04T09:02:04.2719327Z + BUILD_BIN_DIR=build/bin 2025-12-04T09:02:04.2719627Z + SHARD_NUMBER=1 2025-12-04T09:02:04.2719909Z + NUM_TEST_SHARDS=5 2025-12-04T09:02:04.2720217Z + export TORCH_SERIALIZATION_DEBUG=1 2025-12-04T09:02:04.2720592Z + TORCH_SERIALIZATION_DEBUG=1 2025-12-04T09:02:04.2720935Z + export VALGRIND=ON 2025-12-04T09:02:04.2721226Z + VALGRIND=ON 2025-12-04T09:02:04.2721472Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *clang9* ]] 2025-12-04T09:02:04.2721944Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *xpu* ]] 2025-12-04T09:02:04.2722217Z + detect_cuda_arch 2025-12-04T09:02:04.2722426Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-12-04T09:02:04.2722678Z + command -v nvidia-smi 2025-12-04T09:02:04.2722860Z /usr/bin/nvidia-smi 2025-12-04T09:02:04.2726825Z ++ nvidia-smi --query-gpu=compute_cap --format=csv 2025-12-04T09:02:04.2728081Z ++ tail -n 1 2025-12-04T09:02:04.2932861Z + TORCH_CUDA_ARCH_LIST=8.9 2025-12-04T09:02:04.2933316Z + export TORCH_CUDA_ARCH_LIST 2025-12-04T09:02:04.2933836Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *s390x* ]] 2025-12-04T09:02:04.2934375Z + [[ 0 == \1 ]] 2025-12-04T09:02:04.2934671Z + [[ True == \1 ]] 2025-12-04T09:02:04.2934943Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *bazel* ]] 2025-12-04T09:02:04.2937857Z ++ realpath build/custom_test_artifacts 2025-12-04T09:02:04.2946852Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/workspace/build/custom_test_artifacts 2025-12-04T09:02:04.2947426Z + [[ -n '' ]] 2025-12-04T09:02:04.2947627Z + echo 'Environment variables' 2025-12-04T09:02:04.2947829Z Environment variables 2025-12-04T09:02:04.2948002Z + env 2025-12-04T09:02:04.2955024Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-12-04T09:02:04.2955542Z CONTINUE_THROUGH_ERROR=True 2025-12-04T09:02:04.2955930Z BUILD_ENVIRONMENT=linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T09:02:04.2956612Z VLLM_TEST_HUGGING_FACE_TOKEN=*** 2025-12-04T09:02:04.2956965Z HOSTNAME=f22965779dd6 2025-12-04T09:02:04.2957509Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2958203Z GITHUB_ACTION=__run_3 2025-12-04T09:02:04.2958403Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 2025-12-04T09:02:04.2958618Z GITHUB_RUN_NUMBER=158165 2025-12-04T09:02:04.2958802Z TEST_CONFIG=default 2025-12-04T09:02:04.2958991Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-12-04T09:02:04.2959398Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2025-12-04T09:02:04.2959808Z SCCACHE_IDLE_TIMEOUT=0 2025-12-04T09:02:04.2960302Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2025-12-04T09:02:04.2960680Z GITHUB_TRIGGERING_ACTOR=huydhn 2025-12-04T09:02:04.2961031Z GITHUB_REF_TYPE=branch 2025-12-04T09:02:04.2961342Z TORCH_CUDA_ARCH_LIST=8.9 2025-12-04T09:02:04.2961722Z BASE_SHA=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2962141Z XLA_CUDA= 2025-12-04T09:02:04.2962413Z NCCL_LIB_DIR=/usr/local/cuda/lib64/ 2025-12-04T09:02:04.2963243Z HUGGING_FACE_HUB_TOKEN=*** 2025-12-04T09:02:04.2963672Z *** 2025-12-04T09:02:04.2963948Z GITHUB_REPOSITORY_ID=65600975 2025-12-04T09:02:04.2964297Z GITHUB_ACTIONS=true 2025-12-04T09:02:04.2964611Z NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T09:02:04.2965033Z SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-12-04T09:02:04.2965523Z SHA1=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2965999Z GITHUB_SHA=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2966715Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/trunk.yml@refs/heads/main 2025-12-04T09:02:04.2967310Z UCC_HOME=/usr 2025-12-04T09:02:04.2967592Z TORCH_SERIALIZATION_DEBUG=1 2025-12-04T09:02:04.2967930Z VERBOSE_TEST_LOGS=False 2025-12-04T09:02:04.2968237Z GITHUB_REF=refs/heads/main 2025-12-04T09:02:04.2968541Z SHARD_NUMBER=1 2025-12-04T09:02:04.2968827Z GITHUB_REF_PROTECTED=true 2025-12-04T09:02:04.2969141Z HOME=/var/lib/jenkins 2025-12-04T09:02:04.2969471Z GITHUB_API_URL=https://api.github.com 2025-12-04T09:02:04.2969874Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-12-04T09:02:04.2970288Z UCX_COMMIT=7836b165abdbe468a2f607e7254011c07d788152 2025-12-04T09:02:04.2970695Z USE_SYSTEM_NCCL=1 2025-12-04T09:02:04.2970956Z NUM_TEST_SHARDS=5 2025-12-04T09:02:04.2971223Z UCX_HOME=/usr 2025-12-04T09:02:04.2971922Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2972651Z JOB_NAME=linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T09:02:04.2973534Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2974124Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2025-12-04T09:02:04.2974479Z GITHUB_EVENT_NAME=schedule 2025-12-04T09:02:04.2974660Z DASHBOARD_TAG= 2025-12-04T09:02:04.2974837Z GITHUB_RUN_ID=19922768520 2025-12-04T09:02:04.2975174Z INSTALLED_OPENBLAS= 2025-12-04T09:02:04.2975601Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2976081Z GITHUB_ACTOR=huydhn 2025-12-04T09:02:04.2976242Z PR_NUMBER= 2025-12-04T09:02:04.2976391Z DESIRED_CUDA=12.8.1 2025-12-04T09:02:04.2976552Z GITHUB_RUN_ATTEMPT=1 2025-12-04T09:02:04.2976720Z VALGRIND=ON 2025-12-04T09:02:04.2976876Z ANACONDA_PYTHON_VERSION=3.10 2025-12-04T09:02:04.2977116Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-12-04T09:02:04.2977366Z TERM=vt100 2025-12-04T09:02:04.2977509Z INSTALLED_VISION=yes 2025-12-04T09:02:04.2977682Z BRANCH=main 2025-12-04T09:02:04.2977838Z SCCACHE_REGION=us-east-1 2025-12-04T09:02:04.2978023Z OPENSSL_ROOT_DIR=/opt/openssl 2025-12-04T09:02:04.2978232Z BUILD_AOT_INDUCTOR_TEST= 2025-12-04T09:02:04.2978418Z CUDA_PATH=/usr/local/cuda 2025-12-04T09:02:04.2978780Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2025-12-04T09:02:04.2979195Z GITHUB_SERVER_URL=https://github.com 2025-12-04T09:02:04.2979445Z UCC_COMMIT=430e241bf5d38cbc73fc7a6b89155397232e3f96 2025-12-04T09:02:04.2979682Z REENABLED_ISSUES= 2025-12-04T09:02:04.2979829Z DOCS= 2025-12-04T09:02:04.2979965Z SHLVL=1 2025-12-04T09:02:04.2980099Z MAX_JOBS=14 2025-12-04T09:02:04.2980241Z GITHUB_ACTOR_ID=475357 2025-12-04T09:02:04.2980476Z GITHUB_WORKFLOW_SHA=ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T09:02:04.2980747Z GITHUB_REF_NAME=main 2025-12-04T09:02:04.2981006Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2025-12-04T09:02:04.2981302Z GITHUB_JOB=test 2025-12-04T09:02:04.2981459Z NO_TEST_TIMEOUT=False 2025-12-04T09:02:04.2981623Z TD_DISTRIBUTED=False 2025-12-04T09:02:04.2981803Z GITHUB_REPOSITORY=pytorch/pytorch 2025-12-04T09:02:04.2982007Z GITHUB_RETENTION_DAYS=90 2025-12-04T09:02:04.2982181Z OPENSSL_DIR=/opt/openssl 2025-12-04T09:02:04.2982484Z GITHUB_ACTION_REPOSITORY= 2025-12-04T09:02:04.2983046Z 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 2025-12-04T09:02:04.2983603Z GITHUB_BASE_REF= 2025-12-04T09:02:04.2983753Z INSTALLED_ACL= 2025-12-04T09:02:04.2984088Z ARTIFACTS_FILE_SUFFIX=test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848 2025-12-04T09:02:04.2984462Z CI=true 2025-12-04T09:02:04.2984616Z GITHUB_REPOSITORY_OWNER=pytorch 2025-12-04T09:02:04.2984842Z RUST_LOG=sccache::server=error 2025-12-04T09:02:04.2985029Z JOB_ID=57116084848 2025-12-04T09:02:04.2985183Z GITHUB_HEAD_REF= 2025-12-04T09:02:04.2985351Z GITHUB_ACTION_REF= 2025-12-04T09:02:04.2985554Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2025-12-04T09:02:04.2985794Z TEST_SHOWLOCALS=False 2025-12-04T09:02:04.2985964Z GITHUB_WORKFLOW=trunk 2025-12-04T09:02:04.2986139Z DEBIAN_FRONTEND=noninteractive 2025-12-04T09:02:04.2986566Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_0471a0c7-5008-47b9-ab6c-b92b7dd30c1e 2025-12-04T09:02:04.2987013Z NO_TD=False 2025-12-04T09:02:04.2987170Z SKIP_SCCACHE_INITIALIZATION=1 2025-12-04T09:02:04.2987384Z NCCL_INCLUDE_DIR=/usr/local/cuda/include/ 2025-12-04T09:02:04.2987695Z OLDPWD=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/numba/cuda 2025-12-04T09:02:04.2987996Z _=/usr/bin/env 2025-12-04T09:02:04.2988156Z + echo 'Testing pytorch' 2025-12-04T09:02:04.2988330Z Testing pytorch 2025-12-04T09:02:04.2988494Z + export LANG=C.UTF-8 2025-12-04T09:02:04.2988660Z + LANG=C.UTF-8 2025-12-04T09:02:04.2988914Z + PR_NUMBER= 2025-12-04T09:02:04.2989085Z + [[ default == \d\e\f\a\u\l\t ]] 2025-12-04T09:02:04.2989296Z + export CUDA_VISIBLE_DEVICES=0 2025-12-04T09:02:04.2989491Z + CUDA_VISIBLE_DEVICES=0 2025-12-04T09:02:04.2989669Z + export HIP_VISIBLE_DEVICES=0 2025-12-04T09:02:04.2989860Z + HIP_VISIBLE_DEVICES=0 2025-12-04T09:02:04.2990042Z + [[ default == \d\i\s\t\r\i\b\u\t\e\d ]] 2025-12-04T09:02:04.2990246Z + [[ default == \s\l\o\w ]] 2025-12-04T09:02:04.2990581Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *slow-gradcheck* ]] 2025-12-04T09:02:04.2990882Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-12-04T09:02:04.2991139Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-12-04T09:02:04.2991375Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-12-04T09:02:04.2991597Z + [[ default == *crossref* ]] 2025-12-04T09:02:04.2991809Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *rocm* ]] 2025-12-04T09:02:04.2992072Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *xpu* ]] 2025-12-04T09:02:04.2992346Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *-bazel-* ]] 2025-12-04T09:02:04.2992593Z + pip_install ninja==1.10.2 2025-12-04T09:02:04.2992835Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2025-12-04T09:02:04.2993154Z + python3 -m pip install --progress-bar off ninja==1.10.2 2025-12-04T09:02:05.0456068Z Collecting ninja==1.10.2 2025-12-04T09:02:05.0670024Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2025-12-04T09:02:05.1046024Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2025-12-04T09:02:05.4407875Z Installing collected packages: ninja 2025-12-04T09:02:05.4408228Z Attempting uninstall: ninja 2025-12-04T09:02:05.4414773Z Found existing installation: ninja 1.11.1.4 2025-12-04T09:02:05.4436626Z Uninstalling ninja-1.11.1.4: 2025-12-04T09:02:05.4558186Z Successfully uninstalled ninja-1.11.1.4 2025-12-04T09:02:05.5114580Z Successfully installed ninja-1.10.2 2025-12-04T09:02:05.5553342Z + 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 2025-12-04T09:02:05.5554937Z + 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 2025-12-04T09:02:05.5556047Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *aarch64* ]] 2025-12-04T09:02:05.5556599Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *asan* ]] 2025-12-04T09:02:05.5557138Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *-debug* ]] 2025-12-04T09:02:05.5557512Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 != *-bazel-* ]] 2025-12-04T09:02:05.5558014Z + echo 'We are not in debug mode: linux-jammy-cuda12.8-py3.10-gcc11. Expect the assertion to pass' 2025-12-04T09:02:05.5558581Z We are not in debug mode: linux-jammy-cuda12.8-py3.10-gcc11. Expect the assertion to pass 2025-12-04T09:02:05.5558914Z + cd test 2025-12-04T09:02:05.5559177Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2025-12-04T09:02:06.9496452Z + [[ default == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2025-12-04T09:02:06.9496850Z + [[ default == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2025-12-04T09:02:06.9497200Z + [[ default == \l\e\g\a\c\y\_\n\v\i\d\i\a\_\d\r\i\v\e\r ]] 2025-12-04T09:02:06.9501495Z + DYNAMO_BENCHMARK_FLAGS=() 2025-12-04T09:02:06.9502138Z + [[ default == *pr_time_benchmarks* ]] 2025-12-04T09:02:06.9502869Z + [[ default == *dynamo_eager* ]] 2025-12-04T09:02:06.9503152Z + [[ default == *aot_eager* ]] 2025-12-04T09:02:06.9503407Z + [[ default == *aot_inductor* ]] 2025-12-04T09:02:06.9503670Z + [[ default == *max_autotune_inductor* ]] 2025-12-04T09:02:06.9503951Z + [[ default == *inductor* ]] 2025-12-04T09:02:06.9504210Z + [[ default == *dynamic* ]] 2025-12-04T09:02:06.9504445Z + [[ default == *cpu* ]] 2025-12-04T09:02:06.9504674Z + [[ default == *xpu* ]] 2025-12-04T09:02:06.9504925Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2025-12-04T09:02:06.9523163Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *libtorch* ]] 2025-12-04T09:02:06.9523591Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *-bazel-* ]] 2025-12-04T09:02:06.9526154Z + cd test 2025-12-04T09:02:06.9527039Z + python -c 'import torch; print(torch.__config__.show())' 2025-12-04T09:02:08.4315874Z PyTorch built with: 2025-12-04T09:02:08.4316167Z - GCC 11.4 2025-12-04T09:02:08.4316381Z - C++ Version: 201703 2025-12-04T09:02:08.4317273Z - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-12-04T09:02:08.4317935Z - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-12-04T09:02:08.4318325Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-12-04T09:02:08.4318646Z - LAPACK is enabled (usually provided by MKL) 2025-12-04T09:02:08.4318938Z - NNPACK is enabled 2025-12-04T09:02:08.4319146Z - CPU capability usage: AVX2 2025-12-04T09:02:08.4319347Z - CUDA Runtime 12.8 2025-12-04T09:02:08.4319718Z - NVCC architecture flags: -gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_89,code=sm_89 2025-12-04T09:02:08.4320112Z - CuDNN 91.0.2 (built against CUDA 12.9) 2025-12-04T09:02:08.4323486Z - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=35b7a9a26c5923d98aebaa41a031dae21788a9ee, CUDA_VERSION=12.8, CUDNN_VERSION=9.10.2, 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=2.10.0, 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, 2025-12-04T09:02:08.4327056Z 2025-12-04T09:02:08.6975009Z + cd test 2025-12-04T09:02:08.6975413Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2025-12-04T09:02:09.8525463Z ATen/Parallel: 2025-12-04T09:02:09.8525796Z at::get_num_threads() : 8 2025-12-04T09:02:09.8526098Z at::get_num_interop_threads() : 8 2025-12-04T09:02:09.8526377Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-12-04T09:02:09.8526638Z omp_get_max_threads() : 8 2025-12-04T09:02:09.8527142Z Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-12-04T09:02:09.8527700Z mkl_get_max_threads() : 8 2025-12-04T09:02:09.8528046Z Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-12-04T09:02:09.8528452Z std::thread::hardware_concurrency() : 16 2025-12-04T09:02:09.8528737Z Environment variables: 2025-12-04T09:02:09.8528960Z OMP_NUM_THREADS : [not set] 2025-12-04T09:02:09.8529193Z MKL_NUM_THREADS : [not set] 2025-12-04T09:02:09.8529432Z ATen parallel backend: OpenMP 2025-12-04T09:02:09.8529620Z 2025-12-04T09:02:10.0839429Z + [[ default == *numpy_2* ]] 2025-12-04T09:02:10.0840011Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *aarch64* ]] 2025-12-04T09:02:10.0840506Z + [[ default == *backward* ]] 2025-12-04T09:02:10.0840924Z + [[ default == *libtorch_agnostic_targetting* ]] 2025-12-04T09:02:10.0841373Z + [[ default == *xla* ]] 2025-12-04T09:02:10.0841599Z + [[ default == *vllm* ]] 2025-12-04T09:02:10.0841820Z + [[ default == *executorch* ]] 2025-12-04T09:02:10.0842103Z + [[ default == \j\i\t\_\l\e\g\a\c\y ]] 2025-12-04T09:02:10.0842802Z + [[ default == \q\u\a\n\t\i\z\a\t\i\o\n ]] 2025-12-04T09:02:10.0843146Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *libtorch* ]] 2025-12-04T09:02:10.0843487Z + [[ default == distributed ]] 2025-12-04T09:02:10.0843755Z + [[ default == *operator_benchmark* ]] 2025-12-04T09:02:10.0844045Z + [[ default == *operator_microbenchmark* ]] 2025-12-04T09:02:10.0844351Z + [[ default == *attention_microbenchmark* ]] 2025-12-04T09:02:10.0844644Z + [[ default == *inductor_distributed* ]] 2025-12-04T09:02:10.0845829Z + [[ default == *inductor-halide* ]] 2025-12-04T09:02:10.0846096Z + [[ default == *inductor-pallas* ]] 2025-12-04T09:02:10.0846322Z + [[ default == *inductor-triton-cpu* ]] 2025-12-04T09:02:10.0846577Z + [[ default == *inductor-micro-benchmark* ]] 2025-12-04T09:02:10.0846824Z + [[ default == *aoti_cross_compile_for_windows* ]] 2025-12-04T09:02:10.0847066Z + [[ default == *huggingface* ]] 2025-12-04T09:02:10.0847264Z + [[ default == *timm* ]] 2025-12-04T09:02:10.0847438Z + [[ default == cachebench ]] 2025-12-04T09:02:10.0847640Z + [[ default == verify_cachebench ]] 2025-12-04T09:02:10.0847853Z + [[ default == *torchbench* ]] 2025-12-04T09:02:10.0848060Z + [[ default == *inductor_cpp_wrapper* ]] 2025-12-04T09:02:10.0848289Z + [[ default == *inductor_core* ]] 2025-12-04T09:02:10.0848496Z + [[ default == *inductor* ]] 2025-12-04T09:02:10.0848687Z + [[ default == *einops* ]] 2025-12-04T09:02:10.0848881Z + [[ default == *dynamo_core* ]] 2025-12-04T09:02:10.0849083Z + [[ default == *dynamo_wrapped* ]] 2025-12-04T09:02:10.0849325Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *rocm* ]] 2025-12-04T09:02:10.0849555Z + [[ 1 == 1 ]] 2025-12-04T09:02:10.0849711Z + [[ 5 -gt 1 ]] 2025-12-04T09:02:10.0849888Z + test_lazy_tensor_meta_reference_disabled 2025-12-04T09:02:10.0850166Z + export TORCH_DISABLE_FUNCTIONALIZATION_META_REFERENCE=1 2025-12-04T09:02:10.0850469Z + TORCH_DISABLE_FUNCTIONALIZATION_META_REFERENCE=1 2025-12-04T09:02:10.0850772Z + echo 'Testing lazy tensor operations without meta reference' 2025-12-04T09:02:10.0851105Z Testing lazy tensor operations without meta reference 2025-12-04T09:02:10.0851434Z + python test/run_test.py --include lazy/test_ts_opinfo.py --verbose 2025-12-04T09:02:14.3488517Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2025-12-04T09:02:14.3944097Z Ignoring disabled issues: [''] 2025-12-04T09:02:14.4024212Z Found test times from artifacts 2025-12-04T09:02:14.4338893Z Found test times from artifacts 2025-12-04T09:02:14.4348217Z Running all tests 2025-12-04T09:02:14.4350758Z Running parallel tests on 1 processes 2025-12-04T09:02:14.4351091Z Name: tests to run (est. time: 0.01min) 2025-12-04T09:02:14.4351338Z Serial tests (1): 2025-12-04T09:02:14.4351526Z lazy/test_ts_opinfo 1/1 2025-12-04T09:02:14.4351771Z Parallel tests (0): 2025-12-04T09:02:14.4352036Z Name: excluded (est. time: 0.0min) 2025-12-04T09:02:14.4352234Z Serial tests (0): 2025-12-04T09:02:14.4352427Z Parallel tests (0): 2025-12-04T09:02:14.4353256Z Running lazy/test_ts_opinfo 1/1 ... [2025-12-04 09:02:14.435136][1471.365194562] 2025-12-04T09:02:14.4353577Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:02:14.4356857Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_ts_opinfo.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:02:14.435467] 2025-12-04T09:02:18.5569162Z 2025-12-04T09:02:18.5569967Z lazy/test_ts_opinfo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_ts_opinfo_1.1_860998d18ea41577_.log 2025-12-04T09:02:18.5572550Z Running 5 items in this shard: test/lazy/test_ts_opinfo.py::TestLazyTensor::testConvolutionBackward, test/lazy/test_ts_opinfo.py::TestLazyTensor::test_tensor_ctr, test/lazy/test_ts_opinfo.py::TestLazyTensor::test_view_mark_step_preserved, test/lazy/test_ts_opinfo.py::TestLazyDynamicOps::test_adaptiveavgpool3d_dynamic, test/lazy/test_ts_opinfo.py::TestLazyDynamicOps::test_nonzero_dynamic 2025-12-04T09:02:18.5573744Z 2025-12-04T09:02:18.5573950Z Finished lazy/test_ts_opinfo 1/1 ... [2025-12-04 09:02:18.556467][1475.486523892], took 0.07min 2025-12-04T09:02:18.5574668Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/lazy.test_ts_opinfo/lazy.test_ts_opinfo-36ca946c79c84337.xml 2025-12-04T09:02:18.9475812Z Uploading artifacts took 0.12 seconds 2025-12-04T09:02:22.1462763Z Running test batch 'tests to run' cost 7.71 seconds 2025-12-04T09:02:22.7124127Z 2025-12-04T09:02:22.7124584Z real 0m12.628s 2025-12-04T09:02:22.7124987Z user 0m13.150s 2025-12-04T09:02:22.7125296Z sys 0m5.356s 2025-12-04T09:02:22.7125604Z + export -n TORCH_DISABLE_FUNCTIONALIZATION_META_REFERENCE 2025-12-04T09:02:22.7125957Z + test_without_numpy 2025-12-04T09:02:22.7129089Z ++ dirname .ci/pytorch/test.sh 2025-12-04T09:02:22.7142549Z + pushd .ci/pytorch 2025-12-04T09:02:22.7143155Z ~/workspace/.ci/pytorch ~/workspace 2025-12-04T09:02:22.7144146Z + python -c 'import sys;sys.path.insert(0, '\''fake_numpy'\'');from unittest import TestCase;import torch;x=torch.randn(3,3);TestCase().assertRaises(RuntimeError, lambda: x.numpy())' 2025-12-04T09:02:23.3968991Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:283: UserWarning: Failed to initialize NumPy: Sorry PyTorch, but our NumPy is in the other folder (Triggered internally at /var/lib/jenkins/workspace/torch/csrc/utils/tensor_numpy.cpp:84.) 2025-12-04T09:02:23.3970109Z cpu = _conversion_method_template(device=torch.device("cpu")) 2025-12-04T09:02:24.0023774Z + python -c 'import sys;sys.path.insert(0, '\''fake_numpy'\'');import torch;print(torch.tensor([torch.tensor(0.), torch.tensor(1.)]))' 2025-12-04T09:02:24.6805054Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:283: UserWarning: Failed to initialize NumPy: Sorry PyTorch, but our NumPy is in the other folder (Triggered internally at /var/lib/jenkins/workspace/torch/csrc/utils/tensor_numpy.cpp:84.) 2025-12-04T09:02:24.6806397Z cpu = _conversion_method_template(device=torch.device("cpu")) 2025-12-04T09:02:25.0850141Z tensor([0., 1.]) 2025-12-04T09:02:25.3002322Z + [[ default == *dynamo_wrapped* ]] 2025-12-04T09:02:25.3003141Z + python -c 'import sys;sys.path.insert(0, '\''fake_numpy'\'');import torch; import torch.onnx' 2025-12-04T09:02:25.9845392Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_subclasses/functional_tensor.py:283: UserWarning: Failed to initialize NumPy: Sorry PyTorch, but our NumPy is in the other folder (Triggered internally at /var/lib/jenkins/workspace/torch/csrc/utils/tensor_numpy.cpp:84.) 2025-12-04T09:02:25.9846776Z cpu = _conversion_method_template(device=torch.device("cpu")) 2025-12-04T09:02:26.6122087Z + popd 2025-12-04T09:02:26.6122454Z ~/workspace 2025-12-04T09:02:26.6122783Z + install_torchvision 2025-12-04T09:02:26.6123154Z + local orig_preload 2025-12-04T09:02:26.6123378Z + local commit 2025-12-04T09:02:26.6126099Z ++ get_pinned_commit vision 2025-12-04T09:02:26.6126464Z ++ cat .github/ci_commit_pins/vision.txt 2025-12-04T09:02:26.6142618Z + commit=617079d944b0e72632311c30ae2bbdf1168b901e 2025-12-04T09:02:26.6143186Z + orig_preload= 2025-12-04T09:02:26.6143548Z + '[' -n '' ']' 2025-12-04T09:02:26.6143974Z + [[ linux-jammy-cuda12.8-py3.10-gcc11 == *cuda* ]] 2025-12-04T09:02:26.6144391Z + export FORCE_CUDA=1 2025-12-04T09:02:26.6144617Z + FORCE_CUDA=1 2025-12-04T09:02:26.6144838Z + export WITH_CUDA=1 2025-12-04T09:02:26.6145043Z + WITH_CUDA=1 2025-12-04T09:02:26.6145571Z + pip_build_and_install git+https://github.com/pytorch/vision.git@617079d944b0e72632311c30ae2bbdf1168b901e dist/vision 2025-12-04T09:02:26.6146395Z + local build_target=git+https://github.com/pytorch/vision.git@617079d944b0e72632311c30ae2bbdf1168b901e 2025-12-04T09:02:26.6146900Z + local wheel_dir=dist/vision 2025-12-04T09:02:26.6147136Z + local found_whl=0 2025-12-04T09:02:26.6147351Z + for file in "${wheel_dir}"/*.whl 2025-12-04T09:02:26.6148018Z + [[ -f dist/vision/*.whl ]] 2025-12-04T09:02:26.6148255Z + '[' 0 == 0 ']' 2025-12-04T09:02:26.6148854Z + python3 -m pip wheel --no-build-isolation --no-deps -w dist/vision git+https://github.com/pytorch/vision.git@617079d944b0e72632311c30ae2bbdf1168b901e 2025-12-04T09:02:26.8992485Z Collecting git+https://github.com/pytorch/vision.git@617079d944b0e72632311c30ae2bbdf1168b901e 2025-12-04T09:02:26.8996604Z Cloning https://github.com/pytorch/vision.git (to revision 617079d944b0e72632311c30ae2bbdf1168b901e) to /tmp/pip-req-build-5g05srij 2025-12-04T09:02:26.9019829Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-5g05srij 2025-12-04T09:02:28.3082679Z Running command git rev-parse -q --verify 'sha^617079d944b0e72632311c30ae2bbdf1168b901e' 2025-12-04T09:02:28.3105071Z Running command git fetch -q https://github.com/pytorch/vision.git 617079d944b0e72632311c30ae2bbdf1168b901e 2025-12-04T09:02:28.4083194Z Resolved https://github.com/pytorch/vision.git to commit 617079d944b0e72632311c30ae2bbdf1168b901e 2025-12-04T09:02:30.1989241Z Preparing metadata (pyproject.toml) ... [?25l- \ | done 2025-12-04T09:02:30.2024451Z [?25hBuilding wheels for collected packages: torchvision 2025-12-04T09:03:40.4655889Z Building wheel for torchvision (pyproject.toml) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | done 2025-12-04T09:03:40.4684324Z [?25h Created wheel for torchvision: filename=torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl size=1786531 sha256=49769c19423d027210a698ac56931b2d1c5e4888240ff5d75974c91918505086 2025-12-04T09:03:40.4685449Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/12/b2/29/1f82685c5b5173629e1f36a9b93989ce92ce563e5fb91d27ac 2025-12-04T09:03:40.4720508Z Successfully built torchvision 2025-12-04T09:03:40.5634697Z + for file in "${wheel_dir}"/*.whl 2025-12-04T09:03:40.5635250Z + pip_install_whl dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl 2025-12-04T09:03:40.5635857Z + args=('dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl') 2025-12-04T09:03:40.5636257Z + local args 2025-12-04T09:03:40.5636610Z + [[ dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl == *\ * ]] 2025-12-04T09:03:40.5637062Z + for path in "${args[@]}" 2025-12-04T09:03:40.5637412Z + echo 'Installing dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl' 2025-12-04T09:03:40.5637901Z Installing dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl 2025-12-04T09:03:40.5638464Z + python3 -mpip install --no-index --no-deps dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl 2025-12-04T09:03:40.8555137Z Processing ./dist/vision/torchvision-0.25.0a0+617079d-cp310-cp310-linux_x86_64.whl 2025-12-04T09:03:40.8636236Z Installing collected packages: torchvision 2025-12-04T09:03:41.2750829Z Successfully installed torchvision-0.25.0a0+617079d 2025-12-04T09:03:41.3028179Z + '[' -n '' ']' 2025-12-04T09:03:41.3028427Z + test_python_shard 1 2025-12-04T09:03:41.3028662Z + [[ -z 5 ]] 2025-12-04T09:03:41.3029349Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --exclude-quantization-tests --shard 1 5 --verbose --upload-artifacts-while-running 2025-12-04T09:03:45.5460457Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2025-12-04T09:03:45.5540298Z Found test times from artifacts 2025-12-04T09:03:45.5860543Z Found test times from artifacts 2025-12-04T09:03:45.5870160Z Running all tests 2025-12-04T09:03:45.6447813Z Running parallel tests on 1 processes 2025-12-04T09:03:45.6455035Z Name: tests to run (est. time: 272.8min) 2025-12-04T09:03:45.6455329Z Serial tests (117): 2025-12-04T09:03:45.6455572Z inductor/test_aot_inductor 1/4 2025-12-04T09:03:45.6455859Z inductor/test_cudagraph_trees 1/1 2025-12-04T09:03:45.6456515Z inductor/test_flex_attention 4/6 2025-12-04T09:03:45.6456818Z export/test_retraceability 1/1 2025-12-04T09:03:45.6457098Z dynamo/test_backends 1/1 2025-12-04T09:03:45.6457371Z inductor/test_mix_order_reduction 1/1 2025-12-04T09:03:45.6457686Z inductor/test_collective_autotuning 1/1 2025-12-04T09:03:45.6457984Z test_transformers 1/1 2025-12-04T09:03:45.6458218Z test_decomp 4/22 2025-12-04T09:03:45.6458666Z test_decomp 9/22 2025-12-04T09:03:45.6458836Z test_decomp 14/22 2025-12-04T09:03:45.6459020Z test_decomp 19/22 2025-12-04T09:03:45.6459210Z test_ops 2/9 2025-12-04T09:03:45.6459366Z test_ops 7/9 2025-12-04T09:03:45.6459531Z inductor/test_torchinductor 2/2 2025-12-04T09:03:45.6459782Z inductor/test_torchinductor_dynamic_shapes 3/4 2025-12-04T09:03:45.6460082Z inductor/test_torchinductor_codegen_dynamic_shapes 4/4 2025-12-04T09:03:45.6460364Z inductor/test_torchinductor_opinfo 5/13 2025-12-04T09:03:45.6460624Z inductor/test_torchinductor_opinfo 10/13 2025-12-04T09:03:45.6460993Z inductor/test_group_batch_fusion 1/1 2025-12-04T09:03:45.6461248Z inductor/test_cpu_repro 2/3 2025-12-04T09:03:45.6461453Z inductor/test_smoke 1/1 2025-12-04T09:03:45.6461652Z inductor/test_fused_attention 1/1 2025-12-04T09:03:45.6461879Z inductor/test_mkldnn_pattern_matcher 2/2 2025-12-04T09:03:45.6462114Z inductor/test_triton_cpu_backend 1/1 2025-12-04T09:03:45.6462477Z inductor/test_flex_decoding 3/3 2025-12-04T09:03:45.6462699Z inductor/test_pad_mm 1/1 2025-12-04T09:03:45.6462896Z inductor/test_triton_syntax 1/1 2025-12-04T09:03:45.6463135Z inductor/test_triton_extension_backend 1/1 2025-12-04T09:03:45.6463372Z test_sparse_semi_structured 1/1 2025-12-04T09:03:45.6463578Z inductor/test_cutedsl_grouped_mm 1/1 2025-12-04T09:03:45.6463802Z inductor/test_cpp_wrapper_hipify 1/1 2025-12-04T09:03:45.6464018Z inductor/test_async_compile 1/1 2025-12-04T09:03:45.6464264Z export/test_export_training_ir_to_run_decomp 1/1 2025-12-04T09:03:45.6464527Z inductor/test_xpu_basic 1/1 2025-12-04T09:03:45.6464856Z dynamo/test_inline_and_install 1/1 2025-12-04T09:03:45.6465093Z export/test_functionalized_assertions 1/1 2025-12-04T09:03:45.6465327Z inductor/test_loop_ordering 1/1 2025-12-04T09:03:45.6465538Z inductor/test_selective_lowering 1/1 2025-12-04T09:03:45.6465745Z dynamo/test_base_output 1/1 2025-12-04T09:03:45.6465946Z export/test_serialize 1/1 2025-12-04T09:03:45.6466143Z dynamo/test_modules 1/1 2025-12-04T09:03:45.6466337Z dynamo/test_regional_inductor 1/1 2025-12-04T09:03:45.6466547Z inductor/test_remote_cache 1/1 2025-12-04T09:03:45.6466771Z inductor/test_coordinate_descent_tuner 1/1 2025-12-04T09:03:45.6467009Z inductor/test_inplace_padding 1/1 2025-12-04T09:03:45.6467216Z inductor/test_cudacodecache 1/1 2025-12-04T09:03:45.6467420Z inductor/test_debug_trace 1/1 2025-12-04T09:03:45.6467626Z export/test_tree_utils 1/1 2025-12-04T09:03:45.6467828Z inductor/test_triton_wrapper 1/1 2025-12-04T09:03:45.6468061Z inductor/test_static_cuda_launcher 1/1 2025-12-04T09:03:45.6468289Z export/test_dynamic_shapes 1/1 2025-12-04T09:03:45.6468485Z dynamo/test_sdpa 1/1 2025-12-04T09:03:45.6468679Z inductor/test_aot_inductor_package 1/1 2025-12-04T09:03:45.6468899Z dynamo/test_buffers_override 1/1 2025-12-04T09:03:45.6469106Z inductor/test_inplacing_pass 1/1 2025-12-04T09:03:45.6469319Z inductor/test_split_cat_fx_passes 1/1 2025-12-04T09:03:45.6469539Z inductor/test_cache 1/1 2025-12-04T09:03:45.6469726Z dynamo/test_subgraphs 1/1 2025-12-04T09:03:45.6469913Z dynamo/test_config 1/1 2025-12-04T09:03:45.6470104Z dynamo/test_metrics_context 1/1 2025-12-04T09:03:45.6470307Z export/test_package 1/1 2025-12-04T09:03:45.6470490Z export/test_export_opinfo 1/1 2025-12-04T09:03:45.6470696Z inductor/test_control_flow 3/5 2025-12-04T09:03:45.6470953Z inductor/test_torchinductor_codegen_config_overrides 1/1 2025-12-04T09:03:45.6471339Z inductor/test_codecache 1/1 2025-12-04T09:03:45.6471556Z dynamo/test_torchrec 1/1 2025-12-04T09:03:45.6471749Z profiler/test_kineto 1/1 2025-12-04T09:03:45.6471932Z test_module_tracker 1/1 2025-12-04T09:03:45.6472112Z test_autograd 1/1 2025-12-04T09:03:45.6472278Z test_sparse 1/1 2025-12-04T09:03:45.6472445Z higher_order_ops/test_print 1/1 2025-12-04T09:03:45.6472652Z test_per_overload_api 1/1 2025-12-04T09:03:45.6473006Z torch_np/numpy_tests/core/test_einsum 1/1 2025-12-04T09:03:45.6473237Z test_ops_fwd_gradients 3/3 2025-12-04T09:03:45.6473416Z test_ops_jit 1/2 2025-12-04T09:03:45.6473584Z test_numpy_interop 1/1 2025-12-04T09:03:45.6473769Z profiler/test_cpp_thread 1/1 2025-12-04T09:03:45.6473959Z test_ops_gradients 1/4 2025-12-04T09:03:45.6474141Z test_nestedtensor 2/4 2025-12-04T09:03:45.6474329Z functorch/test_control_flow 3/4 2025-12-04T09:03:45.6474520Z test_pruning_op 1/1 2025-12-04T09:03:45.6474694Z test_jit_fuser_te 1/1 2025-12-04T09:03:45.6474879Z optim/test_swa_utils 1/1 2025-12-04T09:03:45.6475076Z test_tensorboard 1/1 2025-12-04T09:03:45.6475299Z torch_np/numpy_tests/core/test_indexing 1/1 2025-12-04T09:03:45.6475529Z test_futures 1/1 2025-12-04T09:03:45.6475699Z test_tensor_creation_ops 1/1 2025-12-04T09:03:45.6475893Z nn/test_dropout 1/1 2025-12-04T09:03:45.6476071Z functorch/dim/test_split 1/1 2025-12-04T09:03:45.6476291Z torch_np/numpy_tests/lib/test_type_check 1/1 2025-12-04T09:03:45.6476544Z cpp_extensions/test_libtorch_agnostic 1/1 2025-12-04T09:03:45.6476786Z test_cpp_extensions_stream_and_event 1/1 2025-12-04T09:03:45.6477018Z profiler/test_execution_trace 1/1 2025-12-04T09:03:45.6477218Z test_jit 1/1 2025-12-04T09:03:45.6477398Z torch_np/numpy_tests/linalg/test_linalg 1/1 2025-12-04T09:03:45.6477639Z torch_np/numpy_tests/core/test_dtype 1/1 2025-12-04T09:03:45.6477851Z lazy/test_debug_util 1/1 2025-12-04T09:03:45.6478043Z nn/test_load_state_dict 1/1 2025-12-04T09:03:45.6478240Z test_shape_ops 1/1 2025-12-04T09:03:45.6478415Z nn/test_module_hooks 1/1 2025-12-04T09:03:45.6478627Z torch_np/numpy_tests/lib/test_twodim_base 1/1 2025-12-04T09:03:45.6478871Z profiler/test_memory_profiler 1/1 2025-12-04T09:03:45.6479074Z test_jit_llga_fuser 1/1 2025-12-04T09:03:45.6479264Z test_serialization 1/1 2025-12-04T09:03:45.6479446Z test_sparse_csr 3/3 2025-12-04T09:03:45.6479626Z functorch/test_ops 5/9 2025-12-04T09:03:45.6479826Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 2025-12-04T09:03:45.6480065Z test_cpp_extensions_jit 1/1 2025-12-04T09:03:45.6480261Z test_scatter_gather_ops 1/1 2025-12-04T09:03:45.6480443Z test_cuda_multigpu 1/1 2025-12-04T09:03:45.6480624Z functorch/test_vmap 1/1 2025-12-04T09:03:45.6480822Z profiler/test_python_tracer 1/1 2025-12-04T09:03:45.6481139Z cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility 1/1 2025-12-04T09:03:45.6481474Z test_autoload_disable 1/1 2025-12-04T09:03:45.6481696Z test_cpp_extensions_aot_ninja 1/1 2025-12-04T09:03:45.6481916Z test_cpp_extensions_aot_no_ninja 1/1 2025-12-04T09:03:45.6482131Z Parallel tests (0): 2025-12-04T09:03:45.6482310Z Name: excluded (est. time: 0.0min) 2025-12-04T09:03:45.6482502Z Serial tests (0): 2025-12-04T09:03:45.6482665Z Parallel tests (0): 2025-12-04T09:03:45.6482953Z Running inductor/test_aot_inductor 1/4 ... [2025-12-04 09:03:45.646049][1562.576108054] 2025-12-04T09:03:45.6483295Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:03:45.6484029Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor.py', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:03:45.646436] 2025-12-04T09:12:21.9546626Z 2025-12-04T09:12:21.9549232Z inductor/test_aot_inductor 1/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_1.4_2eb28eb30a1fa360_.log 2025-12-04T09:12:21.9624516Z Running 222 items in this shard: test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_64_num_groups_2_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_addmm_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_addmm_multiple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aliased_buffer_reuse_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_constant_tensor_name_collision_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_runtime_asserts_backed_symint_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_aoti_runtime_asserts_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_assert_async_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_autotune_int64_user_defined_triton_kernel_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_buffer_mutation_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_clamp_decomposition_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_mismatched_branch_output_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_non_tensor_predicates_dynamic_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_simple_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_symint_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_cond_with_multiple_outputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_folding_with_update_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_constant_type_propagation_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_d2h_copy_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_device_moved_constant_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_duplicate_constant_folding_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_embedding_bag_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_extract_constants_map_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_free_inactive_buffer_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_inf_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_int_list_input_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_large_mmaped_weights_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_large_weight_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_linear_freezing_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_load_package_multiple_gpus_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_misaligned_input_1_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_multiple_output_alias_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_nan_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_no_args_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_pad_non_zero_memory_leak_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_poi_multiple_dynamic_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_quanatized_int8_linear_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_replace_unbacked_symbol_with_backed_expr_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_complex_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_runtime_checks_dtype_failed_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_shifted_constraint_ranges_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_embed_kernel_binary_False_max_autotune_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_simple_multi_arch_embed_kernel_binary_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_size_with_unbacked_add_and_mul_expr_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_stft_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_symint_item_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_bool_param_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_dynamic_grid_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_equal_to_1_float_arg_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_1_num_dims_2_dynamic_True_autotune_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_grid_type_2_num_dims_1_dynamic_True_autotune_False_cpu, 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test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_reinterpret_view_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_sympy_expr_arg_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_kernel_weird_param_order_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_triton_mutated_autotuning_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_unbacked_equals_input_size_runtime_assertion_mark_unbacked_False_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_unbacked_expr_replacements_shift_k_0_use_static_size_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_unbacked_expr_replacements_shift_k_1_use_static_size_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_view_outputs_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_mixed_device_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_outer_buffers_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_outer_code_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_pytree_inputs_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleCpu::test_while_loop_with_unbacked_symint_closure_dynamic_True_cpu, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__int_mm_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__weight_int4pack_mm_m_32_n_64_q_group_32_num_groups_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_64_num_groups_1_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_add_complex_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_addmm_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aliased_buffer_reuse_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_constant_tensor_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printer_fp8_dtype_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_debug_printer_user_defined_triton_kernel_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_aoti_profiler_enable_kernel_profile_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_autotune_int64_user_defined_triton_kernel_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_mutation_4_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_buffer_reuse_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_non_tensor_predicates_dynamic_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_non_tensor_predicates_dynamic_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_multiple_outputs_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_cond_with_outer_code_before_after_cuda, 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test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_load_package_multiple_gpus_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_misc_1_max_autotune_False_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_misc_1_max_autotune_True_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_nested_tensor_from_jagged_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_non_default_gpu_device_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_output_path_2_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_pad_fallback_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_poi_multiple_dynamic_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_profile_benchmark_harness_cuda, 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test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_with_no_triton_profiler_cuda, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleGpu::test_zero_size_weight_cuda, 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__weight_int4pack_mm_with_scales_and_zeros_m_32_n_64_q_group_64_num_groups_2_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_addmm_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_debug_printer_codegen_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_debug_printer_fp8_dtype_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_aoti_runtime_asserts_backed_symint_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_cpu_predicate_cuda_operands_max_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_non_tensor_predicates_dynamic_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_simple_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_symint_input_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_with_multiple_outputs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_cond_with_replace_view_ops_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_copy_non_blocking_is_pinned_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_custom_op_in_subgraph_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_deconv_freezing_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_dup_unbacked_sym_decl_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_dup_unbacked_sym_decl_with_refinement_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_dynamic_smem_above_default_limit_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_extract_constants_map_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_foreach_multiple_dynamic_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_fx_gm_return_tuple_validation_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_large_dynamic_dim_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_linear_freezing_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_missing_output_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_mixed_device_1_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_non_contiguous_output_alias_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_non_tensor_input_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_pad_non_zero_memory_leak_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_proxy_executor_abs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_proxy_executor_permute_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_pytree_inputs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_repeated_user_defined_triton_kernel_embed_kernel_binary_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_reuse_kernel_dynamic_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_runtime_checks_shape_failed_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scaled_dot_product_efficient_attention_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scaled_grouped_mm_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_scatter_fallback_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_simple_embed_kernel_binary_True_max_autotune_True_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_so_without_weight_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_stft_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_symfloat_item_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_sympy_cpp_printer_min_max_minmax0_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_float_arg_dynamic_True_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_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_1_num_dims_2_dynamic_False_autotune_True_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_1_dynamic_True_autotune_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_grid_type_3_num_dims_2_dynamic_True_autotune_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_on_device_tma_dynamic_False_tma_version_new_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_on_device_tma_dynamic_True_tma_version_new_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_tma_descriptor_1d_dynamic_False_tma_version_old_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_triton_kernel_tma_descriptor_2d_dynamic_True_tma_version_old_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_kernel_with_none_inputs_and_equal_to_1_arg_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_unbacked_expr_replacements_shift_k_3_use_static_size_False_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_unbacked_expr_replacements_shift_k_3_use_static_size_True_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_unbounded_expr_substitutions_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_update_constant_buffer_simple_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_upper_bound_i64_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_view_outputs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_while_loop_with_outer_buffers_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_while_loop_with_parameters_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_with_cudagraphs_mps, test/inductor/test_aot_inductor.py::AOTInductorTestABICompatibleMps::test_with_no_triton_profiler_mps 2025-12-04T09:12:21.9695420Z 2025-12-04T09:12:21.9695654Z Finished inductor/test_aot_inductor 1/4 ... [2025-12-04 09:12:21.955212][2078.885265303], took 8.61min 2025-12-04T09:12:21.9696439Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_aot_inductor/inductor.test_aot_inductor-662d1c17c1e1a7e0.xml 2025-12-04T09:12:22.3381258Z Uploading artifacts took 0.21 seconds 2025-12-04T09:12:22.3384645Z Running inductor/test_cudagraph_trees 1/1 ... [2025-12-04 09:12:22.338243][2079.268288603] 2025-12-04T09:12:22.3385117Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:12:22.3387874Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudagraph_trees.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:12:22.338545] 2025-12-04T09:14:41.7340036Z 2025-12-04T09:14:41.7341127Z PRINTING LOG FILE of inductor/test_cudagraph_trees 1/1 (test/test-reports/inductor.test_cudagraph_trees_1.1_bd76fd13821ac7b8_.log) 2025-12-04T09:14:41.7342724Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-71d42b004bd5ab6f.xml 2025-12-04T09:14:41.7343552Z ============================= test session starts ============================== 2025-12-04T09:14:41.7344123Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:14:41.7344607Z cachedir: .pytest_cache 2025-12-04T09:14:41.7345151Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:14:41.7345740Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:14:41.7346014Z configfile: pytest.ini 2025-12-04T09:14:41.7346557Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:14:41.7347156Z collecting ... collected 166 items 2025-12-04T09:14:41.7347408Z stepcurrent: Cannot find last run test, not skipping 2025-12-04T09:14:41.7392852Z Running 166 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_mutation_late_free, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_rule, 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_kernel_reuse_autotune_at_compile_time_False, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_kernel_reuse_autotune_at_compile_time_True, 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_graph_partition_user_defined_triton_kernel_reuse, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_view_fallback, test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_with_memory_plan_reuse, 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 2025-12-04T09:14:41.7438100Z 2025-12-04T09:14:41.7438373Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_grad PASSED [1.6024s] [ 0%] 2025-12-04T09:14:41.7438986Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_accumulate_multiple_recordings PASSED [1.2695s] [ 1%] 2025-12-04T09:14:41.7439576Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_alias_of_parameter PASSED [0.3177s] [ 1%] 2025-12-04T09:14:41.7440158Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_output_checkpoint PASSED [0.1460s] [ 2%] 2025-12-04T09:14:41.7440759Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_static_parameter PASSED [0.1414s] [ 3%] 2025-12-04T09:14:41.7441685Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliased_storage_single_weakref W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] Graph break from `Tensor.item()`, consider setting: 2025-12-04T09:14:41.7442662Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] torch._dynamo.config.capture_scalar_outputs = True 2025-12-04T09:14:41.7443252Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] or: 2025-12-04T09:14:41.7443834Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] env TORCHDYNAMO_CAPTURE_SCALAR_OUTPUTS=1 2025-12-04T09:14:41.7444524Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] to include these operations in the captured graph. 2025-12-04T09:14:41.7445099Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] 2025-12-04T09:14:41.7445760Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] Graph break: from user code at: 2025-12-04T09:14:41.7446661Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 1280, in torch_dynamo_resume_in_foo_at_1278 2025-12-04T09:14:41.7447526Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] x_alias2 = x[ind:] 2025-12-04T09:14:41.7448135Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] 2025-12-04T09:14:41.7448568Z W1204 09:12:30.877000 16889 site-packages/torch/_dynamo/variables/tensor.py:1073] [1/0] 2025-12-04T09:14:41.7448897Z PASSED [0.5615s] [ 3%] 2025-12-04T09:14:41.7449513Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_aliasing_static_ref W1204 09:12:31.125000 16889 site-packages/torch/_inductor/utils.py:1703] [0/0] Not enough SMs to use max_autotune_gemm mode 2025-12-04T09:14:41.7450150Z PASSED [0.4779s] [ 4%] 2025-12-04T09:14:41.7450493Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_amp_cache_disabled PASSED [0.6993s] [ 4%] 2025-12-04T09:14:41.7451088Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_backward_gets_cached_cudagraphs PASSED [4.2815s] [ 5%] 2025-12-04T09:14:41.7451706Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cache_hit_forward_miss_backward PASSED [1.4015s] [ 6%] 2025-12-04T09:14:41.7452429Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_boxed_forward_device_index SKIPPED [0.0003s] (requires multiple cuda devices) [ 6%] 2025-12-04T09:14:41.7453131Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cached_forward_backward PASSED [1.0365s] [ 7%] 2025-12-04T09:14:41.7453775Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpoint_shared_output_storage_deallocation PASSED [0.1494s] [ 7%] 2025-12-04T09:14:41.7454456Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_checkpointing_resets_persistent_refs PASSED [0.3287s] [ 8%] 2025-12-04T09:14:41.7455023Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cleanup PASSED [0.5313s] [ 9%] 2025-12-04T09:14:41.7455607Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_compiled_autograd_static_input_params PASSED [0.8266s] [ 9%] 2025-12-04T09:14:41.7456209Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_constant_output PASSED [0.6244s] [ 10%] 2025-12-04T09:14:41.7456748Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_conv_benchmark PASSED [0.7881s] [ 10%] 2025-12-04T09:14:41.7457267Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cpp_wrapper PASSED [4.9886s] [ 11%] 2025-12-04T09:14:41.7457830Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes PASSED [0.7940s] [ 12%] 2025-12-04T09:14:41.7458414Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes1 PASSED [0.4161s] [ 12%] 2025-12-04T09:14:41.7460972Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_capture_sizes2 PASSED [0.4263s] [ 13%] 2025-12-04T09:14:41.7461608Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_cudagraph_or_error PASSED [0.2966s] [ 13%] 2025-12-04T09:14:41.7462172Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_backward PASSED [1.1981s] [ 14%] 2025-12-04T09:14:41.7462820Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_dynamic_warmup PASSED [0.1754s] [ 15%] 2025-12-04T09:14:41.7463365Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_cpu_tensor PASSED [0.3252s] [ 15%] 2025-12-04T09:14:41.7463901Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_empty_storage PASSED [0.5605s] [ 16%] 2025-12-04T09:14:41.7464444Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_end_recording_early PASSED [0.5853s] [ 16%] 2025-12-04T09:14:41.7465015Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use PASSED [0.3153s] [ 17%] 2025-12-04T09:14:41.7465677Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_error_on_dealloc_use2 PASSED [0.3132s] [ 18%] 2025-12-04T09:14:41.7466266Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_execution_into_recording PASSED [0.5954s] [ 18%] 2025-12-04T09:14:41.7466834Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_expanded_inputs PASSED [0.3375s] [ 19%] 2025-12-04T09:14:41.7467461Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times PASSED [0.3834s] [ 19%] 2025-12-04T09:14:41.7468312Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_due_to_cudagraph_managed_tensor PASSED [0.4535s] [ 20%] 2025-12-04T09:14:41.7469153Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_fallback_to_eager_if_recompiling_too_many_times_warn_only_once PASSED [0.3867s] [ 21%] 2025-12-04T09:14:41.7469820Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward PASSED [0.6316s] [ 21%] 2025-12-04T09:14:41.7470460Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_cudagraphs PASSED [0.3231s] [ 22%] 2025-12-04T09:14:41.7471158Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_backward_not_called_backend_inductor PASSED [0.5217s] [ 22%] 2025-12-04T09:14:41.7471771Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_generation PASSED [0.6801s] [ 23%] 2025-12-04T09:14:41.7472394Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_forward_with_skipped_cudagraphed_backward PASSED [0.4216s] [ 24%] 2025-12-04T09:14:41.7472983Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_frozen_fn PASSED [0.2724s] [ 24%] 2025-12-04T09:14:41.7473546Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_function_compiled_multiple_times PASSED [0.5386s] [ 25%] 2025-12-04T09:14:41.7474349Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition W1204 09:12:58.255000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7475110Z W1204 09:12:58.256000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7475492Z PASSED [0.7912s] [ 25%] 2025-12-04T09:14:41.7476089Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_buffer_reuse W1204 09:12:59.060000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7476869Z W1204 09:12:59.061000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7477385Z W1204 09:12:59.064000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7477902Z W1204 09:12:59.065000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7478265Z PASSED [0.8233s] [ 26%] 2025-12-04T09:14:41.7478642Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_condition_op PASSED [0.8058s] [ 27%] 2025-12-04T09:14:41.7479240Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_only PASSED [1.3094s] [ 27%] 2025-12-04T09:14:41.7480082Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_op_and_dynamic_shapes W1204 09:13:01.989000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7480893Z W1204 09:13:01.990000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7481413Z W1204 09:13:02.699000 16889 site-packages/torch/_inductor/utils.py:2565] [0/1] DeviceCopy in input program 2025-12-04T09:14:41.7481928Z W1204 09:13:02.700000 16889 site-packages/torch/_inductor/utils.py:2565] [0/1] DeviceCopy in input program 2025-12-04T09:14:41.7482289Z PASSED [1.6338s] [ 28%] 2025-12-04T09:14:41.7482935Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar1 W1204 09:13:03.600000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7483550Z PASSED [0.7397s] [ 28%] 2025-12-04T09:14:41.7484124Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar2 W1204 09:13:04.345000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7484735Z PASSED [0.7464s] [ 29%] 2025-12-04T09:14:41.7485304Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar3 W1204 09:13:05.095000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7485972Z PASSED [0.7410s] [ 30%] 2025-12-04T09:14:41.7486538Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar4 W1204 09:13:05.837000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7487162Z PASSED [0.7449s] [ 30%] 2025-12-04T09:14:41.7487766Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_device_put W1204 09:13:06.577000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7488557Z W1204 09:13:06.578000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7488926Z PASSED [0.7113s] [ 31%] 2025-12-04T09:14:41.7489516Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_multiple W1204 09:13:07.297000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7490156Z PASSED [0.7544s] [ 31%] 2025-12-04T09:14:41.7490737Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_scalar_mutation W1204 09:13:08.046000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7491522Z W1204 09:13:08.048000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7491890Z PASSED [0.7324s] [ 32%] 2025-12-04T09:14:41.7492276Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_cpu_tensor_symints PASSED [1.5364s] [ 33%] 2025-12-04T09:14:41.7492882Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op PASSED [0.4649s] [ 33%] 2025-12-04T09:14:41.7493526Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_dynamoc_shapes PASSED [0.6717s] [ 34%] 2025-12-04T09:14:41.7494193Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation PASSED [0.3755s] [ 34%] 2025-12-04T09:14:41.7494855Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_mutation_late_free PASSED [0.4596s] [ 35%] 2025-12-04T09:14:41.7495589Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_op_no_split PASSED [0.6045s] [ 36%] 2025-12-04T09:14:41.7496210Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_custom_rule PASSED [0.7012s] [ 36%] 2025-12-04T09:14:41.7497048Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_scalar_inputs W1204 09:13:13.695000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7497845Z W1204 09:13:13.696000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7498359Z W1204 09:13:14.333000 16889 site-packages/torch/_inductor/utils.py:2565] [0/1] DeviceCopy in input program 2025-12-04T09:14:41.7498878Z W1204 09:13:14.335000 16889 site-packages/torch/_inductor/utils.py:2565] [0/1] DeviceCopy in input program 2025-12-04T09:14:41.7499239Z PASSED [1.1096s] [ 37%] 2025-12-04T09:14:41.7499884Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_dynamic_shapes PASSED [0.4857s] [ 37%] 2025-12-04T09:14:41.7500499Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_foreach_op PASSED [0.3780s] [ 38%] 2025-12-04T09:14:41.7501476Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward W1204 09:13:15.646000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7502273Z W1204 09:13:15.650000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7502721Z PASSED [1.1148s] [ 39%] 2025-12-04T09:14:41.7503136Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_backward_not_called PASSED [0.5509s] [ 39%] 2025-12-04T09:14:41.7503980Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_forward_with_skipped_cudagraphed_backward PASSED [0.4449s] [ 40%] 2025-12-04T09:14:41.7504689Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_fused_scheduler_node PASSED [0.3710s] [ 40%] 2025-12-04T09:14:41.7505288Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_gc PASSED [0.5232s] [ 41%] 2025-12-04T09:14:41.7505854Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_item PASSED [0.3480s] [ 42%] 2025-12-04T09:14:41.7506734Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_kernel_reuse_autotune_at_compile_time_False W1204 09:13:18.963000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7507591Z W1204 09:13:18.964000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7508111Z W1204 09:13:18.965000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7508473Z PASSED [0.7973s] [ 42%] 2025-12-04T09:14:41.7509141Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_kernel_reuse_autotune_at_compile_time_True W1204 09:13:19.759000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7509995Z W1204 09:13:19.760000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7510507Z W1204 09:13:19.760000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7510866Z PASSED [0.8165s] [ 43%] 2025-12-04T09:14:41.7511235Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_log_message PASSED [0.7504s] [ 43%] 2025-12-04T09:14:41.7511970Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_multiple_devices_msg SKIPPED [0.0002s] (requires multiple cuda devices) [ 44%] 2025-12-04T09:14:41.7512977Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reduce_overhead_mode_effectiveness W1204 09:13:21.334000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7513825Z W1204 09:13:21.335000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7514193Z PASSED [0.7836s] [ 45%] 2025-12-04T09:14:41.7514594Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu PASSED [0.8252s] [ 45%] 2025-12-04T09:14:41.7515480Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_cpu_and_gpu_interleave W1204 09:13:22.988000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7516141Z PASSED [0.8876s] [ 46%] 2025-12-04T09:14:41.7516586Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency PASSED [0.6393s] [ 46%] 2025-12-04T09:14:41.7517322Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_reorder_custom_op_with_no_dependency1 PASSED [0.6857s] [ 47%] 2025-12-04T09:14:41.7518190Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_simple W1204 09:13:25.163000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7519028Z W1204 09:13:25.165000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7519403Z PASSED [0.8572s] [ 48%] 2025-12-04T09:14:41.7519965Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint W1204 09:13:26.021000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7520714Z W1204 09:13:26.023000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7521301Z W1204 09:13:26.701000 16889 site-packages/torch/_inductor/utils.py:2565] [0/1] DeviceCopy in input program 2025-12-04T09:14:41.7521817Z W1204 09:13:26.702000 16889 site-packages/torch/_inductor/utils.py:2565] [0/1] DeviceCopy in input program 2025-12-04T09:14:41.7522174Z PASSED [1.5325s] [ 48%] 2025-12-04T09:14:41.7522549Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_cat_backward PASSED [0.9484s] [ 49%] 2025-12-04T09:14:41.7523214Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_mutation_index PASSED [0.6585s] [ 50%] 2025-12-04T09:14:41.7523916Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_symint_from_nested_indirect_indexing PASSED [0.5365s] [ 50%] 2025-12-04T09:14:41.7524806Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint W1204 09:13:29.746000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7525589Z W1204 09:13:29.748000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7525954Z PASSED [0.8604s] [ 51%] 2025-12-04T09:14:41.7526381Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_unbacked_symint_multi_output_layout PASSED [0.7616s] [ 51%] 2025-12-04T09:14:41.7527317Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse W1204 09:13:31.591000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7528134Z W1204 09:13:31.592000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7528518Z ('RERUN', {'yellow': True}) [1.0846s] [ 52%] 2025-12-04T09:14:41.7529214Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse W1204 09:13:32.454000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7530041Z W1204 09:13:32.456000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7530414Z ('RERUN', {'yellow': True}) [0.9953s] [ 52%] 2025-12-04T09:14:41.7531086Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse W1204 09:13:33.453000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7531911Z W1204 09:13:33.454000 16889 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7532272Z FAILED [0.9954s] [ 52%] 2025-12-04T09:14:41.7532688Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse ERROR [0.0001s] [ 52%] 2025-12-04T09:14:41.7533089Z 2025-12-04T09:14:41.7533180Z ==================================== RERUNS ==================================== 2025-12-04T09:14:41.7533538Z ___ CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse ___ 2025-12-04T09:14:41.7533873Z Traceback (most recent call last): 2025-12-04T09:14:41.7534384Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4171, in test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7534916Z self.assertEqual(eager_out, compiled_out) 2025-12-04T09:14:41.7535372Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 113, in assertEqual 2025-12-04T09:14:41.7535906Z return super().assertEqual(x, y, *args, **kwargs) 2025-12-04T09:14:41.7536415Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4284, in assertEqual 2025-12-04T09:14:41.7536938Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-12-04T09:14:41.7537232Z AssertionError: Tensor-likes are not close! 2025-12-04T09:14:41.7537393Z 2025-12-04T09:14:41.7537538Z Mismatched elements: 64 / 128 (50.0%) 2025-12-04T09:14:41.7537868Z Greatest absolute difference: 2.7803521156311035 at index (65,) (up to 1e-05 allowed) 2025-12-04T09:14:41.7538285Z Greatest relative difference: inf at index (64,) (up to 1.3e-06 allowed) 2025-12-04T09:14:41.7538520Z 2025-12-04T09:14:41.7538600Z The failure occurred for item [0] 2025-12-04T09:14:41.7538738Z 2025-12-04T09:14:41.7538865Z To execute this test, run the following from the base repo dir: 2025-12-04T09:14:41.7539465Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7539931Z 2025-12-04T09:14:41.7540096Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:14:41.7540476Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7540758Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7541001Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7541365Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7542012Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7542622Z graph_break [] 2025-12-04T09:14:41.7542850Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7543176Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7543581Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7543970Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7544110Z 2025-12-04T09:14:41.7544199Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7544465Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7544880Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7545250Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7545378Z 2025-12-04T09:14:41.7545466Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7545794Z ___ CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse ___ 2025-12-04T09:14:41.7546131Z Traceback (most recent call last): 2025-12-04T09:14:41.7546648Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4171, in test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7547175Z self.assertEqual(eager_out, compiled_out) 2025-12-04T09:14:41.7547622Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 113, in assertEqual 2025-12-04T09:14:41.7548068Z return super().assertEqual(x, y, *args, **kwargs) 2025-12-04T09:14:41.7548556Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4284, in assertEqual 2025-12-04T09:14:41.7549068Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-12-04T09:14:41.7549376Z AssertionError: Tensor-likes are not close! 2025-12-04T09:14:41.7549544Z 2025-12-04T09:14:41.7549625Z Mismatched elements: 64 / 128 (50.0%) 2025-12-04T09:14:41.7549954Z Greatest absolute difference: 2.7356221675872803 at index (90,) (up to 1e-05 allowed) 2025-12-04T09:14:41.7550372Z Greatest relative difference: inf at index (64,) (up to 1.3e-06 allowed) 2025-12-04T09:14:41.7550613Z 2025-12-04T09:14:41.7550687Z The failure occurred for item [0] 2025-12-04T09:14:41.7550924Z 2025-12-04T09:14:41.7551060Z To execute this test, run the following from the base repo dir: 2025-12-04T09:14:41.7551659Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7552140Z 2025-12-04T09:14:41.7552301Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:14:41.7552760Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7553060Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7553283Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7553643Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7554301Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7554826Z graph_break [] 2025-12-04T09:14:41.7555049Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7555372Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7555783Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7556157Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7556315Z 2025-12-04T09:14:41.7556398Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7556673Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7557085Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7557450Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7557585Z 2025-12-04T09:14:41.7557666Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7557945Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7558221Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7558447Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7558803Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7559452Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7559975Z graph_break [] 2025-12-04T09:14:41.7560199Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7560515Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7560910Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7561300Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7561439Z 2025-12-04T09:14:41.7561525Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7561792Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7562204Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7562575Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7562699Z 2025-12-04T09:14:41.7562790Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7563029Z ==================================== ERRORS ==================================== 2025-12-04T09:14:41.7563432Z _ ERROR at teardown of CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse _ 2025-12-04T09:14:41.7563819Z Traceback (most recent call last): 2025-12-04T09:14:41.7564195Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 174, in tearDown 2025-12-04T09:14:41.7564602Z self.assertEqual(all_live_block_count(), 0) 2025-12-04T09:14:41.7565049Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 113, in assertEqual 2025-12-04T09:14:41.7565581Z return super().assertEqual(x, y, *args, **kwargs) 2025-12-04T09:14:41.7566071Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4284, in assertEqual 2025-12-04T09:14:41.7566598Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-12-04T09:14:41.7566883Z AssertionError: Scalars are not equal! 2025-12-04T09:14:41.7567033Z 2025-12-04T09:14:41.7567099Z Expected 0 but got 2. 2025-12-04T09:14:41.7567340Z Absolute difference: 2 2025-12-04T09:14:41.7567516Z Relative difference: inf 2025-12-04T09:14:41.7567758Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7568036Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7568258Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7568628Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7569278Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7569805Z graph_break [] 2025-12-04T09:14:41.7570028Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7570342Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7570750Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7571136Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7571278Z 2025-12-04T09:14:41.7571363Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7571630Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7572047Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7572422Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7572551Z 2025-12-04T09:14:41.7572632Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7572915Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7573199Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7573423Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7573780Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7574435Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7574966Z graph_break [] 2025-12-04T09:14:41.7575183Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7575502Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7575919Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7576305Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7576448Z 2025-12-04T09:14:41.7576531Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7576806Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7577220Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7577586Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7577720Z 2025-12-04T09:14:41.7577800Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7578083Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7578365Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7578581Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7578938Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7579666Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7580196Z graph_break [] 2025-12-04T09:14:41.7580414Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7580752Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7581170Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7581552Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7581774Z 2025-12-04T09:14:41.7581860Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7582133Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7582622Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7582992Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7583125Z 2025-12-04T09:14:41.7583204Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7583443Z =================================== FAILURES =================================== 2025-12-04T09:14:41.7583797Z ___ CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse ___ 2025-12-04T09:14:41.7584137Z Traceback (most recent call last): 2025-12-04T09:14:41.7584661Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4171, in test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7585205Z self.assertEqual(eager_out, compiled_out) 2025-12-04T09:14:41.7585654Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/_dynamo/test_case.py", line 113, in assertEqual 2025-12-04T09:14:41.7586112Z return super().assertEqual(x, y, *args, **kwargs) 2025-12-04T09:14:41.7586601Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 4284, in assertEqual 2025-12-04T09:14:41.7587122Z raise error_metas.pop()[0].to_error( # type: ignore[index] 2025-12-04T09:14:41.7587415Z AssertionError: Tensor-likes are not close! 2025-12-04T09:14:41.7587582Z 2025-12-04T09:14:41.7587662Z Mismatched elements: 64 / 128 (50.0%) 2025-12-04T09:14:41.7587998Z Greatest absolute difference: 2.709859848022461 at index (126,) (up to 1e-05 allowed) 2025-12-04T09:14:41.7588415Z Greatest relative difference: inf at index (64,) (up to 1.3e-06 allowed) 2025-12-04T09:14:41.7588653Z 2025-12-04T09:14:41.7588730Z The failure occurred for item [0] 2025-12-04T09:14:41.7588865Z 2025-12-04T09:14:41.7588999Z To execute this test, run the following from the base repo dir: 2025-12-04T09:14:41.7589606Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7590079Z 2025-12-04T09:14:41.7590240Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:14:41.7590620Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7590902Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7591128Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7591489Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7592140Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7592669Z graph_break [] 2025-12-04T09:14:41.7592890Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7593234Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7593648Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7594028Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7594173Z 2025-12-04T09:14:41.7594259Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7594531Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7595020Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7595390Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7595522Z 2025-12-04T09:14:41.7595605Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7595883Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7596156Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7596395Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7596830Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7597484Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7598004Z graph_break [] 2025-12-04T09:14:41.7598228Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7598551Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7598956Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7599328Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7599731Z 2025-12-04T09:14:41.7599879Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7600205Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7600624Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7601004Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7601133Z 2025-12-04T09:14:41.7601221Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7601504Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:14:41.7601777Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:14:41.7601996Z stats [('calls_captured', 7), ('unique_graphs', 1)] 2025-12-04T09:14:41.7602357Z aot_autograd [('total', 1), ('autograd_cache_miss', 1), ('autograd_cache_saved', 1), ('ok', 1)] 2025-12-04T09:14:41.7603004Z inductor [('triton_bundler_save_kernel', 8), ('extern_calls', 4), ('pattern_matcher_count', 2), ('pattern_matcher_nodes', 2), ('fxgraph_cache_miss', 1), ('async_compile_cache_miss', 1)] 2025-12-04T09:14:41.7603529Z graph_break [] 2025-12-04T09:14:41.7603749Z ----------------------------- Captured stderr call ----------------------------- 2025-12-04T09:14:41.7604074Z cudagraph partition due to non gpu ops. Found from : 2025-12-04T09:14:41.7604477Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4159, in foo 2025-12-04T09:14:41.7604860Z output1_cpu = output1.cpu() + 1 2025-12-04T09:14:41.7604999Z 2025-12-04T09:14:41.7605084Z cudagraph partition due to non gpu ops 2025-12-04T09:14:41.7605349Z cudagraph partition due to DeviceCopy ops. Found from : 2025-12-04T09:14:41.7605762Z File "/var/lib/jenkins/workspace/test/inductor/test_cudagraph_trees.py", line 4161, in foo 2025-12-04T09:14:41.7606133Z x2 = output1_cpu.to("cuda") 2025-12-04T09:14:41.7606257Z 2025-12-04T09:14:41.7606353Z cudagraph partition into 3 partitions 2025-12-04T09:14:41.7606968Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-71d42b004bd5ab6f.xml - 2025-12-04T09:14:41.7607615Z =========================== short test summary info ============================ 2025-12-04T09:14:41.7608241Z FAILED [0.9954s] inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse - AssertionError: Tensor-likes are not close! 2025-12-04T09:14:41.7608744Z 2025-12-04T09:14:41.7608823Z Mismatched elements: 64 / 128 (50.0%) 2025-12-04T09:14:41.7609144Z Greatest absolute difference: 2.709859848022461 at index (126,) (up to 1e-05 allowed) 2025-12-04T09:14:41.7609570Z Greatest relative difference: inf at index (64,) (up to 1.3e-06 allowed) 2025-12-04T09:14:41.7609803Z 2025-12-04T09:14:41.7609886Z The failure occurred for item [0] 2025-12-04T09:14:41.7610165Z 2025-12-04T09:14:41.7610312Z To execute this test, run the following from the base repo dir: 2025-12-04T09:14:41.7610919Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/inductor/test_cudagraph_trees.py CudaGraphTreeTests.test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7611397Z 2025-12-04T09:14:41.7611560Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:14:41.7612327Z ERROR [0.0001s] inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse - AssertionError: Scalars are not equal! 2025-12-04T09:14:41.7612810Z 2025-12-04T09:14:41.7612883Z Expected 0 but got 2. 2025-12-04T09:14:41.7613056Z Absolute difference: 2 2025-12-04T09:14:41.7613256Z Relative difference: inf 2025-12-04T09:14:41.7613482Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 2 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-12-04T09:14:41.7613819Z ===== 1 failed, 84 passed, 2 skipped, 1 error, 2 rerun in 67.37s (0:01:07) ===== 2025-12-04T09:14:41.7614104Z Got exit code 1 2025-12-04T09:14:41.7614270Z Retrying single test... 2025-12-04T09:14:41.7614737Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-31c108f504130773.xml 2025-12-04T09:14:41.7615269Z ============================= test session starts ============================== 2025-12-04T09:14:41.7615669Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:14:41.7616036Z cachedir: .pytest_cache 2025-12-04T09:14:41.7616445Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:14:41.7616912Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:14:41.7617127Z configfile: pytest.ini 2025-12-04T09:14:41.7617545Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:14:41.7618079Z collecting ... collected 166 items / 165 deselected / 1 selected 2025-12-04T09:14:41.7618731Z stepcurrent: skipping 86 already run items. Running only test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse 2025-12-04T09:14:41.7619312Z Running 1 items in this shard 2025-12-04T09:14:41.7619441Z 2025-12-04T09:14:41.7619982Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse W1204 09:13:42.401000 19357 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7620843Z W1204 09:13:42.402000 19357 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7621218Z PASSED [2.7569s] [100%] 2025-12-04T09:14:41.7621323Z 2025-12-04T09:14:41.7621783Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-31c108f504130773.xml - 2025-12-04T09:14:41.7622486Z ====================== 1 passed, 165 deselected in 2.78s ======================= 2025-12-04T09:14:41.7622742Z Got exit code 0 2025-12-04T09:14:41.7622981Z Test succeeded in new process, continuing with the rest of the tests 2025-12-04T09:14:41.7623554Z Test results will be stored in test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-aa2da5a809ffb992.xml 2025-12-04T09:14:41.7624077Z ============================= test session starts ============================== 2025-12-04T09:14:41.7624462Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:14:41.7624812Z cachedir: .pytest_cache 2025-12-04T09:14:41.7625220Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:14:41.7625676Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:14:41.7625886Z configfile: pytest.ini 2025-12-04T09:14:41.7626388Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:14:41.7626908Z collecting ... collected 166 items / 87 deselected / 79 selected 2025-12-04T09:14:41.7627205Z stepcurrent: skipping 87 already run items. 2025-12-04T09:14:41.7627433Z Running 79 items in this shard 2025-12-04T09:14:41.7627559Z 2025-12-04T09:14:41.7628179Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_view_fallback W1204 09:13:51.995000 19625 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7628971Z W1204 09:13:51.996000 19625 site-packages/torch/_inductor/utils.py:2565] [0/0] DeviceCopy in input program 2025-12-04T09:14:41.7629346Z PASSED [1.8258s] [ 1%] 2025-12-04T09:14:41.7630024Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_with_memory_plan_reuse W1204 09:13:53.130000 19625 site-packages/torch/_inductor/utils.py:1703] [0/0] Not enough SMs to use max_autotune_gemm mode 2025-12-04T09:14:41.7630707Z PASSED [1.3869s] [ 2%] 2025-12-04T09:14:41.7631083Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_item PASSED [0.2338s] [ 3%] 2025-12-04T09:14:41.7631729Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero PASSED [0.2911s] [ 5%] 2025-12-04T09:14:41.7632400Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_backend PASSED [0.2199s] [ 6%] 2025-12-04T09:14:41.7633110Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_incompatible_cudagraph_ops_nonzero_graph_breaks PASSED [0.5011s] [ 7%] 2025-12-04T09:14:41.7633719Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_index_put PASSED [0.6445s] [ 8%] 2025-12-04T09:14:41.7634281Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_live_outputs_multiple_graphs PASSED [0.9438s] [ 10%] 2025-12-04T09:14:41.7634962Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_manager_per_device SKIPPED [0.0003s] (requires multiple cuda devices) [ 11%] 2025-12-04T09:14:41.7635582Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mark_step PASSED [0.5493s] [ 12%] 2025-12-04T09:14:41.7636095Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_meta_tensor PASSED [0.5379s] [ 13%] 2025-12-04T09:14:41.7636652Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_child_node PASSED [0.8985s] [ 15%] 2025-12-04T09:14:41.7637268Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module PASSED [0.6613s] [ 16%] 2025-12-04T09:14:41.7637887Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_custom_module_buffer PASSED [0.9179s] [ 17%] 2025-12-04T09:14:41.7638518Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_parent_node PASSED [0.9332s] [ 18%] 2025-12-04T09:14:41.7639172Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module PASSED [0.4344s] [ 20%] 2025-12-04T09:14:41.7639894Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_builtin_module_buffers PASSED [0.7129s] [ 21%] 2025-12-04T09:14:41.7640604Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multi_dispatch_single_compile_param_inputs PASSED [0.3860s] [ 22%] 2025-12-04T09:14:41.7642020Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multinomial SKIPPED [0.0007s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/166682 for platform(s) linux. 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.) [ 24%] 2025-12-04T09:14:41.7643498Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_cudagraphs SKIPPED [0.0002s] (requires multiple cuda devices) [ 25%] 2025-12-04T09:14:41.7644442Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_devices_msg_backend_inductor SKIPPED [0.0002s] (requires multiple cuda devices) [ 26%] 2025-12-04T09:14:41.7645186Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_multiple_insert_removal_caching PASSED [0.1519s] [ 27%] 2025-12-04T09:14:41.7645883Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_cudagraphs PASSED [0.2536s] [ 29%] 2025-12-04T09:14:41.7646726Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_backend_inductor PASSED [0.4495s] [ 30%] 2025-12-04T09:14:41.7647509Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_cudagraphs PASSED [0.2506s] [ 31%] 2025-12-04T09:14:41.7648321Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensor_warn_only_once_backend_inductor PASSED [0.4465s] [ 32%] 2025-12-04T09:14:41.7649101Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_cudagraphs PASSED [0.2588s] [ 34%] 2025-12-04T09:14:41.7649849Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_backend_inductor PASSED [0.4353s] [ 35%] 2025-12-04T09:14:41.7650620Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_cudagraphs PASSED [0.2556s] [ 36%] 2025-12-04T09:14:41.7651407Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_cudagraph_managed_tensors_config_backend_inductor PASSED [0.4240s] [ 37%] 2025-12-04T09:14:41.7652111Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_cudagraphs PASSED [0.2657s] [ 39%] 2025-12-04T09:14:41.7652733Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_on_inp_backend_inductor PASSED [0.4746s] [ 40%] 2025-12-04T09:14:41.7653332Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_mutation_reinplaced PASSED [0.3553s] [ 41%] 2025-12-04T09:14:41.7653933Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_no_rerecord_with_mark_static_address PASSED [0.5838s] [ 43%] 2025-12-04T09:14:41.7654638Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_not_fallback_to_eager_if_have_not_recompiling_too_many_times PASSED [0.3881s] [ 44%] 2025-12-04T09:14:41.7655281Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_output_alias PASSED [0.1618s] [ 45%] 2025-12-04T09:14:41.7655842Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_peristed_output_livenes PASSED [0.2954s] [ 46%] 2025-12-04T09:14:41.7656442Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_remove_hooks_on_cached_tensors PASSED [0.3355s] [ 48%] 2025-12-04T09:14:41.7657093Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rerecord_if_static_input_address_changed PASSED [0.3981s] [ 49%] 2025-12-04T09:14:41.7657698Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_non_trees PASSED [0.2442s] [ 50%] 2025-12-04T09:14:41.7658214Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_rng_trees PASSED [0.2442s] [ 51%] 2025-12-04T09:14:41.7658715Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_run_simple PASSED [0.6057s] [ 53%] 2025-12-04T09:14:41.7659247Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_separate_recordings PASSED [0.5514s] [ 54%] 2025-12-04T09:14:41.7659831Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_side_stream_memory_allocation PASSED [0.1708s] [ 55%] 2025-12-04T09:14:41.7660416Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_single_stream_use PASSED [0.4555s] [ 56%] 2025-12-04T09:14:41.7660965Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cpp_wrapper PASSED [1.4735s] [ 58%] 2025-12-04T09:14:41.7661530Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_cudagraph_unsafe_ops PASSED [0.3495s] [ 59%] 2025-12-04T09:14:41.7662221Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached1 PASSED [0.7731s] [ 60%] 2025-12-04T09:14:41.7662937Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_if_dynamic_shape_limit_reached2 PASSED [8.0143s] [ 62%] 2025-12-04T09:14:41.7663518Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_skip_symbolic PASSED [0.3604s] [ 63%] 2025-12-04T09:14:41.7664030Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_sparsity PASSED [0.2503s] [ 64%] 2025-12-04T09:14:41.7664667Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_static_inputs_address_mutation_log PASSED [0.4366s] [ 65%] 2025-12-04T09:14:41.7665268Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_storage_access_error PASSED [0.1964s] [ 67%] 2025-12-04T09:14:41.7665849Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_constant_mutation PASSED [0.3755s] [ 68%] 2025-12-04T09:14:41.7666448Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_dies_between_checkpoint PASSED [0.2006s] [ 69%] 2025-12-04T09:14:41.7667069Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_tensor_no_longer_in_pool PASSED [0.2001s] [ 70%] 2025-12-04T09:14:41.7667689Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_no_cudagraphs PASSED [0.2854s] [ 72%] 2025-12-04T09:14:41.7668326Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_non_trees PASSED [0.2832s] [ 73%] 2025-12-04T09:14:41.7668964Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_input_trees PASSED [0.2836s] [ 74%] 2025-12-04T09:14:41.7669570Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unaligned_static_parameter PASSED [0.2004s] [ 75%] 2025-12-04T09:14:41.7670148Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_unstable_ptr PASSED [0.3309s] [ 77%] 2025-12-04T09:14:41.7670686Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warmup_stream_sync PASSED [1.8956s] [ 78%] 2025-12-04T09:14:41.7671252Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_on_pending_backward PASSED [0.3546s] [ 79%] 2025-12-04T09:14:41.7671875Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_warn_once_if_dynamic_shape_limit_reached PASSED [0.8441s] [ 81%] 2025-12-04T09:14:41.7672802Z inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_workspace_allocation_error [W1204 09:14:28.617698586 unwind.cpp:219] Warning: Unsupported unwinding pattern: Address not in range (function unwinderFor) 2025-12-04T09:14:41.7673480Z PASSED [9.8095s] [ 82%] 2025-12-04T09:14:41.7673779Z inductor/test_cudagraph_trees.py::TestSAC::test_cpu_and_cuda_rng PASSED [0.1402s] [ 83%] 2025-12-04T09:14:41.7674304Z inductor/test_cudagraph_trees.py::TestSAC::test_cudagraph_uneven_forward_backward PASSED [0.0086s] [ 84%] 2025-12-04T09:14:41.7675661Z inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal SKIPPED [0.0005s] (Test is disabled because an issue exists disabling it: https://github.com/pytorch/pytorch/issues/163852 for platform(s) linux. 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.) [ 86%] 2025-12-04T09:14:41.7677115Z inductor/test_cudagraph_trees.py::TestSAC::test_cudagraphs_aot_eager_compat_equal_device_one SKIPPED [0.0002s] (requires multiple cuda devices) [ 87%] 2025-12-04T09:14:41.7677851Z inductor/test_cudagraph_trees.py::TestSAC::test_graph_partition_cudagraphs_aot_eager_compat_equal PASSED [0.5062s] [ 88%] 2025-12-04T09:14:41.7678489Z inductor/test_cudagraph_trees.py::TestSAC::test_multi_device SKIPPED [0.0002s] (requires multiple cuda devices) [ 89%] 2025-12-04T09:14:41.7679027Z inductor/test_cudagraph_trees.py::TestSAC::test_retain_graph PASSED [0.0872s] [ 91%] 2025-12-04T09:14:41.7679467Z inductor/test_cudagraph_trees.py::TestSAC::test_simple PASSED [0.1694s] [ 92%] 2025-12-04T09:14:41.7679945Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order0 PASSED [0.1051s] [ 93%] 2025-12-04T09:14:41.7680571Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order1 PASSED [0.1003s] [ 94%] 2025-12-04T09:14:41.7681124Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order2 PASSED [0.0990s] [ 96%] 2025-12-04T09:14:41.7681651Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order3 PASSED [0.0998s] [ 97%] 2025-12-04T09:14:41.7682178Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order4 PASSED [0.0988s] [ 98%] 2025-12-04T09:14:41.7682775Z inductor/test_cudagraph_trees.py::TestSAC::test_uneven_forward_backward_order5 PASSED [0.1018s] [100%] 2025-12-04T09:14:41.7683083Z 2025-12-04T09:14:41.7683549Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-aa2da5a809ffb992.xml - 2025-12-04T09:14:41.7684211Z ================ 72 passed, 7 skipped, 87 deselected in 49.11s ================= 2025-12-04T09:14:41.7684907Z The following tests failed and then succeeded when run in a new process['test/inductor/test_cudagraph_trees.py::CudaGraphTreeTests::test_graph_partition_user_defined_triton_kernel_reuse'] 2025-12-04T09:14:41.7685460Z 2025-12-04T09:14:41.7685807Z FINISHED PRINTING LOG FILE of inductor/test_cudagraph_trees 1/1 (test/test-reports/inductor.test_cudagraph_trees_1.1_bd76fd13821ac7b8_.log) 2025-12-04T09:14:41.7686233Z 2025-12-04T09:14:41.7686454Z Finished inductor/test_cudagraph_trees 1/1 ... [2025-12-04 09:14:41.734145][2218.664198958], took 2.32min 2025-12-04T09:14:41.7687246Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-71d42b004bd5ab6f.xml 2025-12-04T09:14:41.8156319Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-31c108f504130773.xml 2025-12-04T09:14:41.8436366Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudagraph_trees/inductor.test_cudagraph_trees-aa2da5a809ffb992.xml 2025-12-04T09:14:41.8753139Z Running inductor/test_flex_attention 4/6 ... [2025-12-04 09:14:41.875081][2218.805137337] 2025-12-04T09:14:41.8753597Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:14:41.8756165Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_attention.py', '--shard-id=4', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:14:41.875360] 2025-12-04T09:22:00.3061689Z 2025-12-04T09:22:00.3064577Z inductor/test_flex_attention 4/6 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_attention_4.6_8cd1cac89539e6de_.log 2025-12-04T09:22:00.3104673Z Running 111 items in this shard: test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_GQA_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_aot_eager_gradcheck_score_mod2_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_automatic_dynamic_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod0_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod0_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod0_BLOCK_SIZE_256_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_128_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_256_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod1_BLOCK_SIZE_256_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod2_BLOCK_SIZE3_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod3_BLOCK_SIZE_256_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod4_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod5_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod5_BLOCK_SIZE_256_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod6_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_different_block_size_score_mod6_BLOCK_SIZE_256_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_dynamic_score_mask_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_dynamic_score_mask_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod0_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod5_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_seqlen_lt_default_sparse_block_size_score_mod1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_builtin_score_mods_seqlen_lt_default_sparse_block_size_score_mod5_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_captured_buffers_all_dims_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_captured_score_mod_aot_eager_gradcheck_score_mod_name__head_offset_mode_eager_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_causal_block_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_debug_flag_disables_internal_compilation_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_eager_backward_strides_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_backward_stride_ordering_mode_eager_permute_order0_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_eager_permute_order0_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_eager_permute_order3_shape0_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_eager_permute_order4_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_flex_attention_stride_ordering_mode_inductor_permute_order4_shape1_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_free_symbol_dynamic_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_function_composition_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims0_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims0_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims0_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims0_head_dims1_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims1_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims0_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims0_score_mod1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims0_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims1_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_batch_dims2_head_dims1_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims0_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims0_score_mod6_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims0_head_dims1_score_mod5_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims0_score_mod0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims0_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims0_score_mod4_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims1_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims2_head_dims1_score_mod2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_kv_batch_broadcast_causal_mask_batch_dims2_head_dims1_score_mod7_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_multiple_score_mod_calls_paged_attention_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_njt_causal_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod0_head_dims0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod0_head_dims1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod1_head_dims0_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod1_head_dims0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod2_head_dims0_cuda_float32, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod2_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod2_head_dims1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod3_head_dims0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod3_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod3_head_dims1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod4_head_dims0_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod6_head_dims1_cuda_bfloat16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_non_equal_head_dims_score_mod7_head_dims1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_num_warps_8_error_cuda, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_return_aux__inverse_causal_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_return_max__squared_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_return_max__times_two_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_seq_masking_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s0_k_s3_v_s3_do_s1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s1_k_s0_v_s0_do_s1_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_strided_inputs_q_s1_k_s3_v_s3_do_s2_cuda_float16, test/inductor/test_flex_attention.py::TestFlexAttentionCUDA::test_symbol_closure_in_score_mod_cuda, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_convert_logical_block_mask_cuda, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod0_cuda_float32, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_paged_builtin_score_mods_score_mod7_cuda_float32, test/inductor/test_flex_attention.py::TestPagedAttentionCUDA::test_update_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_block_size_changes_BLOCK_SIZE4_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_block_size_changes_BLOCK_SIZE_256_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_block_size_changes_BLOCK_SIZE_64_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_eager_tracing_correctness_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_pytree_flatten_unflatten_cuda, test/inductor/test_flex_attention.py::TestBlockMaskCUDA::test_pytree_flatten_with_keys_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_batch_head_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_global_tokens_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_gate_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_head_specific_gate_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_indirect_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_multiplicative_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_multiplicative_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_multiplicative_bias_batch:2_head:4_seq_len:37_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:256_headdim:16_dtype:float32_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_relative_1d_bias_only_grad_batch:2_head:4_seq_len:37_headdim:16_dtype:bfloat16_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:256_headdim:16_dtype:float16_mode_max-autotune-no-cudagraphs_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float16_mode_default_cuda, test/inductor/test_flex_attention.py::TestLearnableBiasesCUDA::test_symmetric_bias_batch:2_head:4_seq_len:277_headdim:16_dtype:float32_mode_default_cuda 2025-12-04T09:22:00.3143431Z 2025-12-04T09:22:00.3143683Z Finished inductor/test_flex_attention 4/6 ... [2025-12-04 09:22:00.306274][2657.236326603], took 7.31min 2025-12-04T09:22:00.3144492Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_flex_attention/inductor.test_flex_attention-46204da47403bf4c.xml 2025-12-04T09:22:00.3809180Z Running export/test_retraceability 1/1 ... [2025-12-04 09:22:00.380674][2657.310729995] 2025-12-04T09:22:00.3809669Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:22:00.3812330Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_retraceability.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:22:00.380984] 2025-12-04T09:25:57.7100015Z 2025-12-04T09:25:57.7104849Z export/test_retraceability 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_retraceability_1.1_32f0fbe467141123_.log 2025-12-04T09:25:57.7428786Z Running 880 items in this shard: test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_assume_static_by_default_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_constraints_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_inline_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_maxsize_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_slice_unbacked_dim1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_no_grad_param_inplace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_retraceability_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_constraints_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_inline_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_maxsize_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_no_grad_param_inplace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportTestExport::test__scaled_dot_product_flash_attention_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_additional_inputs_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_annotate_on_assert_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_args_type_checked_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_aten_lift_fresh_copy_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_attention_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_attr_assignment_extra_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_constrain_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_baddbmm_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_fake_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_non_strict_real_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_bincount_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_buffer_util_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_constructor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_constructor_torch_ir_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_capture_subclass_wrong_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_ccode_python_mod_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cdist_forward_compute_mode_zero_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_check_specialized_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_checks_to_constrain_range_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cleanup_dynamic_markers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_colin_unbacked_backed_vr_sub_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_colon_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_compiling_state_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_access_identical_symint_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_branches_return_constant_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_branches_return_same_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_contains_unbacked_no_escape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_int_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_aliasing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_input_naming_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_no_user_inp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_dup_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_requires_grad_const_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_return_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_with_non_functional_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constant_tensor_with_non_functional_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_in_eager_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_constrain_value_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_constrain_size_with_various_cases_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_conv_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_crop_like_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_cse_for_symint_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_functionalize_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_op_preserve_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_custom_tag_metadata_re_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_default_decomposition_core_cia_ops_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_1_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_integer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_out_of_order_simplified_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_derived_dim_repeat_derived_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_detect_leak_nonstrict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_detect_leak_nonstrict_with_stacktrace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_detect_leak_strict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_gpu_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_float_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_device_to_static_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_1_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_auto_and_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_divisibility_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_dynamic_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_hint_range_violations_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dim_hint_ranges_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_disable_forced_specializations_ok_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_gather_into_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_gather_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_reduce_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_all_to_all_single_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_distributed_reduce_scatter_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_double_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_aliasing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_list_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_checks_mutation_with_nan_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_draft_export_infers_fake_kernel_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_lr_shift_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_bounds_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_builder_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_dataclass_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_inferred_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_generic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_serdes_various_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_shapes_wrapped_with_shape_guards_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_dynamic_sym_round_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_ends_of_bounds_oblivious_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_enum_str_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_error_does_not_reference_eager_fallback_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_error_when_passing_mutating_primitive_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_exception_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_expand_copy_export_handles_implicit_true_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_api_with_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_as_backend_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_lifted_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_symbol_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_associative_scan_symbol_scandim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_aten_to_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_aten_to_unflatten_subclass_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_symbool_pred_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cond_warns_constant_pred_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_basic_pop_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_decomp_table_container_methods_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_op_lib_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_triton_kernel_mutable_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_custom_triton_kernel_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_cyclic_reference_leak_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomp_torture_case_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_decomps_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_dynamo_config_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_run_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_container_type_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_for_training_with_state_dict_hooks_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_default_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_keyword_only_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_pytree_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_func_with_var_postional_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_function_schema_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_graph_with_no_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_bug_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_dynamic_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_input_mutation_static_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_leak_compile_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_linear_preserve_dynamic_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_max_nonstrict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_max_onnx_reported_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_mod_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_at_aot_level_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_rnn_variants_with_warning_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_scan_pytree_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_script_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_statically_known_true_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_then_compile_tensor_ctor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_autocast_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_fake_tensor_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_complex_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_inline_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_set_grad_enabled_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_export_with_wrong_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_external_call_non_strict_real_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fake_weights_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_filter_traceback_frames_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_flex_attention_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_from_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_float_conversion_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_fqn_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_from_node_metadata_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_full_on_scalar_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_function_holding_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_hints_wrapper_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_hoo_inline_users_issue_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_if_functional_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_if_post_autograd_op_preserved_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inductor_backend_inside_nonstrict_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_class_method_recursive_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_class_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_inline_script_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_int_shape_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_intermediate_shape_comp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_invalid_pytree_dynamo_graph_capture_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_exporting_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_is_nonzero_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_isnonzero_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_113041_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_157289_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_issue_161902_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_istft_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_invalid_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_keep_composite_ops_linear_convd_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_kwarg_dynamic_shapes_diff_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_kwargs_reorder_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_layer_norm_unbacked_normalized_shape_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_layer_sharing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_lazy_module_kwargs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_linear_conv_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_malformed_fqn_from_source_name_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_map_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_map_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mask_nonzero_static_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_masked_select_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_math_pow_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mismatched_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_mixed_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_dict_key_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_input_subclasses_parameterization_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_list_slice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_module_with_dict_container_inp_out_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_modules_access_for_deleted_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_more_multidimensional_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multidimensional_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multinomial_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_multiple_definitions_same_name_dim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_namedtuple_input_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_native_multi_attention_head_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_dynamic_shapes_spec_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_fake_tensor_leak_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_constant_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_init_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nested_module_with_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nn_module_stack_shared_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_check_is_size_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_3_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_no_tensor_computation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_persistent_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_none_buffers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_2_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_nonzero_dynamic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_not_registered_parameter_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_operator_aten_tensor_mode_variant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_output_node_name_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pad_sequence_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_param_util_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_partial_patched_forward_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_collisions_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_order_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_naming_order_variadic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_placeholder_update_preserving_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_cond_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_predispatch_grad_wrappers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_annotation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_requires_grad_placeholders_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_profiling_code_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_python_asserts_with_sym_int_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_data_class_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_pytree_register_nested_data_class_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_range_constraints_with_replacement_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_bool_cast_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_for_max_op_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_real_tensor_size_mismatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_assert_max_upper_bound_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_redundant_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_register_constant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_repeat_interleave_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_replace_unbacked_with_very_large_upperbound_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_replaced_unbacked_bindings_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_reshape_view_helper_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_retracable_ep_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_retrace_pre_autograd_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decompositions_keep_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prim_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_for_prm_str_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_runtime_assert_with_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sdpa_gqa_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sequential_slicing_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_example_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_as_side_effect_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_empty_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_set_grad_unflatten_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_setgrad_lifted_tensor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_shared_submodule_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_export_for_training_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_simple_unbacked_view_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_size_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_slice_nn_module_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_solver_unsupported_sympy_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_specialize_derived_dim_roots_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_split_const_gm_with_lifted_constants_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_stack_trace_make_fx_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_stack_trace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_primitives_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_shape_attribute_assignment_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_state_tensors_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_static_dim_constraints_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_context_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_complicated_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_const_metadata_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclass_nested_attr_access_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclasses_parameterization_nested_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_subclasses_parameterization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggest_torch_checks_with_non_negative_check_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggest_torch_checks_with_regular_check_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_suggested_fixes_new_roots_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_float_operators_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_or_sym_and_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_sym_sqrt_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symbool_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symfloat_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_additional_inputs_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_basic_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_ranges_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_shapes_collection_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_input_specialization_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_item_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_output_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_symint_tensor_return_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tag_ac_export_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_attribute_zero_args_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_aten_to_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tensor_constant_with_wrapped_method_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_to_module_with_mutated_buffer_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tolist_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_check_eq_commutativity_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_torch_fn_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_trace_under_fake_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_train_eval_on_exported_preautograd_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_tril_dynamic_diagonal_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_triu_dynamic_diagonal_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_3d_matmul_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bincount_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_deferred_runtime_retrace_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_expand_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_infer_size_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_kth_value_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_linear_layer_norm_input_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_noncontig_lin_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_pad_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_scalar_constructor_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_slice_forward_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_slice_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_stack_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_passthrough_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_to_cond_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unbacked_unsqueeze_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_asserts_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_buffer_update_child2parent_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_closure_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_isinstance_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_multiple_graphs_state_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_no_unroll_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_placeholder_update_child2parent_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_5_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_6_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_buf_8_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unflatten_random_dag_preserving_4_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_aliases_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_unused_constant_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_uplift_common_custom_meta_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_uplift_common_custom_meta_with_multiple_calls_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_use_embedding_twice_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_user_input_and_buffer_mutation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_vmap_custom_autograd_function_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_vmap_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_vmap_to_assert_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_where_decomp_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_assert_separation_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_index_assertions_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_simple_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_while_loop_tensor_constant_idx_retraceability_strict, test/export/test_retraceability.py::RetraceExportTestExport::test_wrapper_module_retraceability_strict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test__scaled_dot_product_flash_attention_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_additional_inputs_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_annotate_on_assert_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_args_type_checked_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_aten_lift_fresh_copy_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attention_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_attr_assignment_extra_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_constrain_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_baddbmm_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_fake_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_non_strict_real_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_bincount_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_buffer_util_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_constructor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_constructor_torch_ir_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_capture_subclass_wrong_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_ccode_python_mod_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cdist_forward_compute_mode_zero_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_check_specialized_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_checks_to_constrain_range_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cleanup_dynamic_markers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colin_unbacked_backed_vr_sub_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_colon_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_compiling_state_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_access_identical_symint_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_branches_return_constant_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_branches_return_same_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_int_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_aliasing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_input_naming_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_no_user_inp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_dup_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_requires_grad_const_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_return_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_with_non_functional_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constant_tensor_with_non_functional_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_in_eager_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_constrain_value_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_constrain_size_with_various_cases_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_conv_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_crop_like_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_cse_for_symint_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_functionalize_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_op_preserve_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_custom_tag_metadata_re_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_default_decomposition_core_cia_ops_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_1_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_integer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_derived_dim_repeat_derived_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_detect_leak_nonstrict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_detect_leak_nonstrict_with_stacktrace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_detect_leak_strict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_gpu_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_float_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_device_to_static_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_1_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_auto_and_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_divisibility_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_dynamic_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_hint_range_violations_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dim_hint_ranges_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_disable_forced_specializations_ok_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_gather_into_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_gather_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_reduce_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_all_to_all_single_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_distributed_reduce_scatter_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_double_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_aliasing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_list_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_draft_export_infers_fake_kernel_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_lr_shift_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_bounds_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_dataclass_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_inferred_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_serdes_various_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_shapes_wrapped_with_shape_guards_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_dynamic_sym_round_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_ends_of_bounds_oblivious_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_enum_str_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_exception_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_expand_copy_export_handles_implicit_true_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_api_with_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_as_backend_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_lifted_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_symbol_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_associative_scan_symbol_scandim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_aten_to_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_symbool_pred_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cond_warns_constant_pred_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_op_lib_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_triton_kernel_mutable_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_custom_triton_kernel_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_cyclic_reference_leak_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomp_torture_case_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_decomps_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_dynamo_config_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_run_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_container_type_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_default_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_keyword_only_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_pytree_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_func_with_var_postional_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_function_schema_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_graph_with_no_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_bug_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_input_mutation_static_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_leak_compile_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_max_nonstrict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_max_onnx_reported_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_mod_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_rnn_variants_with_warning_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_scan_pytree_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_script_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_statically_known_true_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_then_compile_tensor_ctor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_autocast_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_fake_tensor_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_complex_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_inline_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_set_grad_enabled_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_export_with_wrong_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_external_call_non_strict_real_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fake_weights_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_filter_traceback_frames_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_flex_attention_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_from_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_float_conversion_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_fqn_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_from_node_metadata_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_full_on_scalar_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_function_holding_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hints_wrapper_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_hoo_inline_users_issue_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_functional_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_if_post_autograd_op_preserved_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inductor_backend_inside_nonstrict_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_class_method_recursive_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_class_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_inline_script_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_int_shape_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_intermediate_shape_comp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_invalid_pytree_dynamo_graph_capture_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_exporting_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_is_nonzero_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_isnonzero_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_113041_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_157289_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_issue_161902_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_istft_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_invalid_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_keep_composite_ops_linear_convd_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwarg_dynamic_shapes_diff_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_kwargs_reorder_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_layer_norm_unbacked_normalized_shape_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_layer_sharing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lazy_module_kwargs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_linear_conv_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_malformed_fqn_from_source_name_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_map_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mask_nonzero_static_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_masked_select_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_math_pow_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mismatched_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_mixed_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_dict_key_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_input_subclasses_parameterization_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_list_slice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_module_with_dict_container_inp_out_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_modules_access_for_deleted_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_more_multidimensional_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multidimensional_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multinomial_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_multiple_definitions_same_name_dim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_namedtuple_input_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_native_multi_attention_head_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_dynamic_shapes_spec_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_fake_tensor_leak_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_constant_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_init_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nested_module_with_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nn_module_stack_shared_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_check_is_size_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_3_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_no_tensor_computation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_persistent_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_none_buffers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_2_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_nonzero_dynamic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_not_registered_parameter_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_operator_aten_tensor_mode_variant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_output_node_name_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pad_sequence_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_param_util_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_partial_patched_forward_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_collisions_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_order_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_naming_order_variadic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_placeholder_update_preserving_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_cond_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_predispatch_grad_wrappers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_annotation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_requires_grad_placeholders_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_profiling_code_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_python_asserts_with_sym_int_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_data_class_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_pytree_register_nested_data_class_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_range_constraints_with_replacement_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_bool_cast_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_for_max_op_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_real_tensor_size_mismatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_assert_max_upper_bound_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_redundant_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_register_constant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_repeat_interleave_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_replaced_unbacked_bindings_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_reshape_view_helper_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retracable_ep_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_retrace_pre_autograd_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decompositions_keep_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prim_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_for_prm_str_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_runtime_assert_with_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sdpa_gqa_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sequential_slicing_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_example_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_as_side_effect_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_empty_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_set_grad_unflatten_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_setgrad_lifted_tensor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_shared_submodule_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_export_for_training_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_simple_unbacked_view_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_size_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_slice_nn_module_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_solver_unsupported_sympy_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_specialize_derived_dim_roots_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_stack_trace_make_fx_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_stack_trace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_primitives_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_shape_attribute_assignment_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_state_tensors_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_static_dim_constraints_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_context_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclasses_parameterization_nested_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_subclasses_parameterization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_suggested_fixes_new_roots_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_float_operators_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_or_sym_and_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_sym_sqrt_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symbool_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symfloat_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_additional_inputs_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_basic_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_ranges_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_shapes_collection_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_input_specialization_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_item_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_output_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_symint_tensor_return_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tag_ac_export_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_attribute_zero_args_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_aten_to_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_to_module_with_mutated_buffer_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tolist_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_check_eq_commutativity_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_torch_fn_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_trace_under_fake_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_tril_dynamic_diagonal_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_triu_dynamic_diagonal_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_3d_matmul_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bincount_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_expand_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_infer_size_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_kth_value_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_linear_layer_norm_input_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_noncontig_lin_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_pad_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_scalar_constructor_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_slice_forward_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_slice_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_stack_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_passthrough_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_to_cond_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unbacked_unsqueeze_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_asserts_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_closure_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_isinstance_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_multiple_graphs_state_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_no_unroll_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_5_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_6_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_buf_8_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_aliases_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_unused_constant_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_uplift_common_custom_meta_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_uplift_common_custom_meta_with_multiple_calls_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_use_embedding_twice_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_user_input_and_buffer_mutation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_vmap_custom_autograd_function_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_vmap_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_vmap_to_assert_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_where_decomp_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_assert_separation_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_index_assertions_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_simple_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_while_loop_tensor_constant_idx_retraceability_nonstrict, test/export/test_retraceability.py::RetraceExportNonStrictTestExport::test_wrapper_module_retraceability_nonstrict 2025-12-04T09:25:57.7741724Z 2025-12-04T09:25:57.7741972Z Finished export/test_retraceability 1/1 ... [2025-12-04 09:25:57.711747][2894.641800299], took 3.96min 2025-12-04T09:25:57.7742805Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_retraceability/export.test_retraceability-a94578195d537a9a.xml 2025-12-04T09:25:57.8176629Z Running dynamo/test_backends 1/1 ... [2025-12-04 09:25:57.817412][2894.747469014] 2025-12-04T09:25:57.8177328Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:25:57.8180823Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_backends.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:25:57.817734] 2025-12-04T09:26:30.7314532Z 2025-12-04T09:26:30.7317728Z PRINTING LOG FILE of dynamo/test_backends 1/1 (test/test-reports/dynamo.test_backends_1.1_461f743b6c003b1e_.log) 2025-12-04T09:26:30.7318693Z Test results will be stored in test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-8353757880fccd2d.xml 2025-12-04T09:26:30.7319651Z ============================= test session starts ============================== 2025-12-04T09:26:30.7320724Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:26:30.7321214Z cachedir: .pytest_cache 2025-12-04T09:26:30.7321761Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:26:30.7322342Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:26:30.7322621Z configfile: pytest.ini 2025-12-04T09:26:30.7323191Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:26:30.7323765Z collecting ... collected 21 items 2025-12-04T09:26:30.7324013Z stepcurrent: Cannot find last run test, not skipping 2025-12-04T09:26:30.7328881Z 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 2025-12-04T09:26:30.7333755Z 2025-12-04T09:26:30.7333982Z dynamo/test_backends.py::NormalizeIRTests::test_inplace_normalize PASSED [0.1886s] [ 4%] 2025-12-04T09:26:30.7334515Z dynamo/test_backends.py::MPSSupportedTest::test_mps_supported SKIPPED [0.0002s] (requires mps) [ 9%] 2025-12-04T09:26:30.7335074Z dynamo/test_backends.py::TestExplainWithBackend::test_explain_with_backend PASSED [3.9997s] [ 14%] 2025-12-04T09:26:30.7335603Z dynamo/test_backends.py::TestCustomBackendAPI::test_aot_autograd_api PASSED [0.0412s] [ 19%] 2025-12-04T09:26:30.7336121Z dynamo/test_backends.py::TestCustomBackendAPI::test_backend_graph_freeze PASSED [0.0689s] [ 23%] 2025-12-04T09:26:30.7336668Z dynamo/test_backends.py::TestCustomBackendAPI::test_backend_recompilation PASSED [0.5104s] [ 28%] 2025-12-04T09:26:30.7337184Z dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_backend PASSED [0.5155s] [ 33%] 2025-12-04T09:26:30.7337687Z dynamo/test_backends.py::TestCustomBackendAPI::test_lookup_custom_backend PASSED [0.0024s] [ 38%] 2025-12-04T09:26:30.7338212Z dynamo/test_backends.py::TestCustomBackendAPI::test_register_backend_api PASSED [0.0292s] [ 42%] 2025-12-04T09:26:30.7338971Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda ('RERUN', {'yellow': True}) [0.4296s] [ 47%] 2025-12-04T09:26:30.7339618Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda ('RERUN', {'yellow': True}) [0.3817s] [ 47%] 2025-12-04T09:26:30.7340184Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda FAILED [0.3773s] [ 47%] 2025-12-04T09:26:30.7340493Z 2025-12-04T09:26:30.7340669Z ==================================== RERUNS ==================================== 2025-12-04T09:26:30.7341025Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7341350Z Traceback (most recent call last): 2025-12-04T09:26:30.7341812Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7342388Z method(*args, **kwargs) 2025-12-04T09:26:30.7342830Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7343295Z method(*args, **kwargs) 2025-12-04T09:26:30.7343728Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7344193Z with policy(): 2025-12-04T09:26:30.7344610Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7345066Z raise RuntimeError(msg) 2025-12-04T09:26:30.7345823Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 230686720 and is now 293601280. 2025-12-04T09:26:30.7346535Z 2025-12-04T09:26:30.7346668Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7347179Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7347546Z 2025-12-04T09:26:30.7347711Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7348138Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7348436Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7348670Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7348918Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7349223Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7349545Z Traceback (most recent call last): 2025-12-04T09:26:30.7349993Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7350444Z method(*args, **kwargs) 2025-12-04T09:26:30.7350875Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7351315Z method(*args, **kwargs) 2025-12-04T09:26:30.7351731Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7352171Z with policy(): 2025-12-04T09:26:30.7352574Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7353023Z raise RuntimeError(msg) 2025-12-04T09:26:30.7353760Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7354464Z 2025-12-04T09:26:30.7354595Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7355204Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7355576Z 2025-12-04T09:26:30.7355746Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7356119Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7356405Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7356632Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7356948Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7357223Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7357500Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7357718Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7357952Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7358178Z =================================== FAILURES =================================== 2025-12-04T09:26:30.7358509Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7358818Z Traceback (most recent call last): 2025-12-04T09:26:30.7359271Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7359721Z method(*args, **kwargs) 2025-12-04T09:26:30.7360137Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7360580Z method(*args, **kwargs) 2025-12-04T09:26:30.7360991Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7361431Z with policy(): 2025-12-04T09:26:30.7361827Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7362273Z raise RuntimeError(msg) 2025-12-04T09:26:30.7363024Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7363721Z 2025-12-04T09:26:30.7363856Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7364350Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7364724Z 2025-12-04T09:26:30.7364885Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7365258Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7365554Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7365777Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7366032Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7366311Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7366593Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7366820Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7367060Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7367330Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7367598Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7367814Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7368060Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7368602Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-8353757880fccd2d.xml - 2025-12-04T09:26:30.7369193Z =========================== short test summary info ============================ 2025-12-04T09:26:30.7370355Z FAILED [0.3773s] dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda - RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7371313Z 2025-12-04T09:26:30.7371459Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7371963Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7372410Z 2025-12-04T09:26:30.7372573Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7372920Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-12-04T09:26:30.7373237Z =============== 1 failed, 8 passed, 1 skipped, 2 rerun in 6.59s ================ 2025-12-04T09:26:30.7373509Z Got exit code 1 2025-12-04T09:26:30.7373684Z Retrying single test... 2025-12-04T09:26:30.7374095Z Test results will be stored in test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-5e856050d27ce074.xml 2025-12-04T09:26:30.7374578Z ============================= test session starts ============================== 2025-12-04T09:26:30.7374974Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:26:30.7375332Z cachedir: .pytest_cache 2025-12-04T09:26:30.7375767Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:26:30.7376240Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:26:30.7376459Z configfile: pytest.ini 2025-12-04T09:26:30.7376890Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:26:30.7377415Z collecting ... collected 21 items / 20 deselected / 1 selected 2025-12-04T09:26:30.7377962Z stepcurrent: skipping 9 already run items. Running only test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7378447Z Running 1 items in this shard 2025-12-04T09:26:30.7378576Z 2025-12-04T09:26:30.7378877Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda ('RERUN', {'yellow': True}) [0.5474s] [100%] 2025-12-04T09:26:30.7379514Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda ('RERUN', {'yellow': True}) [0.3343s] [100%] 2025-12-04T09:26:30.7380087Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda FAILED [0.3305s] [100%] 2025-12-04T09:26:30.7380404Z 2025-12-04T09:26:30.7380494Z ==================================== RERUNS ==================================== 2025-12-04T09:26:30.7380831Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7381145Z Traceback (most recent call last): 2025-12-04T09:26:30.7381611Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7382069Z method(*args, **kwargs) 2025-12-04T09:26:30.7382548Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7382985Z method(*args, **kwargs) 2025-12-04T09:26:30.7383407Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7383866Z with policy(): 2025-12-04T09:26:30.7384276Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7384731Z raise RuntimeError(msg) 2025-12-04T09:26:30.7385485Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 230686720 and is now 293601280. 2025-12-04T09:26:30.7386185Z 2025-12-04T09:26:30.7386323Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7386938Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7387307Z 2025-12-04T09:26:30.7387474Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7387847Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7388143Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7388440Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7388691Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7389000Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7389319Z Traceback (most recent call last): 2025-12-04T09:26:30.7389762Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7390208Z method(*args, **kwargs) 2025-12-04T09:26:30.7390628Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7391062Z method(*args, **kwargs) 2025-12-04T09:26:30.7391470Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7391905Z with policy(): 2025-12-04T09:26:30.7392308Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7392754Z raise RuntimeError(msg) 2025-12-04T09:26:30.7393498Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7394199Z 2025-12-04T09:26:30.7394345Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7394847Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7395212Z 2025-12-04T09:26:30.7395372Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7395740Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7396025Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7396248Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7396492Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7396766Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7397053Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7397270Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7397508Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7397734Z =================================== FAILURES =================================== 2025-12-04T09:26:30.7398065Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7398388Z Traceback (most recent call last): 2025-12-04T09:26:30.7398849Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7399301Z method(*args, **kwargs) 2025-12-04T09:26:30.7399950Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7400402Z method(*args, **kwargs) 2025-12-04T09:26:30.7400825Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7401256Z with policy(): 2025-12-04T09:26:30.7401658Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7402105Z raise RuntimeError(msg) 2025-12-04T09:26:30.7402985Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7403688Z 2025-12-04T09:26:30.7403824Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7404320Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7404794Z 2025-12-04T09:26:30.7404954Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7405335Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7405607Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7405834Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7406074Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7406341Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7406616Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7406835Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7407071Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7407328Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7407599Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7407818Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7408059Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7408610Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-5e856050d27ce074.xml - 2025-12-04T09:26:30.7409188Z =========================== short test summary info ============================ 2025-12-04T09:26:30.7410274Z FAILED [0.3305s] dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda - RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7411221Z 2025-12-04T09:26:30.7411353Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7411868Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7412248Z 2025-12-04T09:26:30.7412410Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7412763Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-12-04T09:26:30.7413067Z ================== 1 failed, 20 deselected, 2 rerun in 1.24s =================== 2025-12-04T09:26:30.7413331Z Got exit code 1 2025-12-04T09:26:30.7413497Z Retrying single test... 2025-12-04T09:26:30.7413914Z Test results will be stored in test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-0b3f9de01202e0f8.xml 2025-12-04T09:26:30.7414382Z ============================= test session starts ============================== 2025-12-04T09:26:30.7414775Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:26:30.7415131Z cachedir: .pytest_cache 2025-12-04T09:26:30.7415546Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:26:30.7416013Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:26:30.7416227Z configfile: pytest.ini 2025-12-04T09:26:30.7416656Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:26:30.7417175Z collecting ... collected 21 items / 20 deselected / 1 selected 2025-12-04T09:26:30.7417790Z stepcurrent: skipping 9 already run items. Running only test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7418274Z Running 1 items in this shard 2025-12-04T09:26:30.7418400Z 2025-12-04T09:26:30.7418682Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda ('RERUN', {'yellow': True}) [0.5543s] [100%] 2025-12-04T09:26:30.7419311Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda ('RERUN', {'yellow': True}) [0.3376s] [100%] 2025-12-04T09:26:30.7419958Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda FAILED [0.3353s] [100%] 2025-12-04T09:26:30.7420261Z 2025-12-04T09:26:30.7420353Z ==================================== RERUNS ==================================== 2025-12-04T09:26:30.7420680Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7420994Z Traceback (most recent call last): 2025-12-04T09:26:30.7421453Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7421912Z method(*args, **kwargs) 2025-12-04T09:26:30.7422400Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7422848Z method(*args, **kwargs) 2025-12-04T09:26:30.7423260Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7423704Z with policy(): 2025-12-04T09:26:30.7424102Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7424577Z raise RuntimeError(msg) 2025-12-04T09:26:30.7425342Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 230686720 and is now 293601280. 2025-12-04T09:26:30.7426038Z 2025-12-04T09:26:30.7426181Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7426688Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7427067Z 2025-12-04T09:26:30.7427237Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7427619Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7427909Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7428157Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7428414Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7428727Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7429055Z Traceback (most recent call last): 2025-12-04T09:26:30.7429525Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7429980Z method(*args, **kwargs) 2025-12-04T09:26:30.7430418Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7430869Z method(*args, **kwargs) 2025-12-04T09:26:30.7431278Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7431724Z with policy(): 2025-12-04T09:26:30.7432141Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7432592Z raise RuntimeError(msg) 2025-12-04T09:26:30.7433334Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7434036Z 2025-12-04T09:26:30.7434243Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7434747Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7435111Z 2025-12-04T09:26:30.7435280Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7435654Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7436021Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7436246Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7436494Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7436759Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7437033Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7437258Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7437504Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7437739Z =================================== FAILURES =================================== 2025-12-04T09:26:30.7438072Z ________________ TestOptimizationsCUDA.test_aot_cudagraphs_cuda ________________ 2025-12-04T09:26:30.7438378Z Traceback (most recent call last): 2025-12-04T09:26:30.7438835Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7439290Z method(*args, **kwargs) 2025-12-04T09:26:30.7439721Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3329, in wrapper 2025-12-04T09:26:30.7440165Z method(*args, **kwargs) 2025-12-04T09:26:30.7440581Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 3328, in wrapper 2025-12-04T09:26:30.7441026Z with policy(): 2025-12-04T09:26:30.7441428Z File "/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/testing/_internal/common_utils.py", line 2705, in __exit__ 2025-12-04T09:26:30.7441883Z raise RuntimeError(msg) 2025-12-04T09:26:30.7442628Z RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7443325Z 2025-12-04T09:26:30.7443459Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7443961Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7444327Z 2025-12-04T09:26:30.7444488Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7444863Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7445143Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7445363Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7445616Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7445894Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7446174Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7446388Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7446629Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7446896Z ----------------------------- Captured stdout call ----------------------------- 2025-12-04T09:26:30.7447163Z frames [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7447379Z stats [('calls_captured', 4), ('unique_graphs', 1)] 2025-12-04T09:26:30.7447621Z aot_autograd [('total', 1), ('ok', 1)] 2025-12-04T09:26:30.7448158Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-0b3f9de01202e0f8.xml - 2025-12-04T09:26:30.7448750Z =========================== short test summary info ============================ 2025-12-04T09:26:30.7449896Z FAILED [0.3353s] dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda - RuntimeError: CUDA driver API confirmed a leak in __main__.TestOptimizationsCUDA.test_aot_cudagraphs_cuda! Caching allocator allocated memory was 0 and is now reported as 3584 on device 0. CUDA driver allocated memory was 266338304 and is now 293601280. 2025-12-04T09:26:30.7450855Z 2025-12-04T09:26:30.7450984Z To execute this test, run the following from the base repo dir: 2025-12-04T09:26:30.7451554Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=1 python test/dynamo/test_backends.py TestOptimizationsCUDA.test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7451922Z 2025-12-04T09:26:30.7452082Z This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0 2025-12-04T09:26:30.7452431Z !!!!!!!!!!!!!!!!!!!!!!!!!! stopping after 1 failures !!!!!!!!!!!!!!!!!!!!!!!!!!! 2025-12-04T09:26:30.7452750Z ================== 1 failed, 20 deselected, 2 rerun in 1.25s =================== 2025-12-04T09:26:30.7453017Z Got exit code 1 2025-12-04T09:26:30.7453367Z FAILED CONSISTENTLY: test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda 2025-12-04T09:26:30.7453936Z Test failed consistently, continuing with the rest of the tests due to continue-through-error being set 2025-12-04T09:26:30.7454565Z Test results will be stored in test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-d0412eda6ceefefa.xml 2025-12-04T09:26:30.7455032Z ============================= test session starts ============================== 2025-12-04T09:26:30.7455445Z platform linux -- Python 3.10.14, pytest-7.3.2, pluggy-1.6.0 -- /opt/conda/envs/py_3.10/bin/python 2025-12-04T09:26:30.7455801Z cachedir: .pytest_cache 2025-12-04T09:26:30.7456222Z hypothesis profile 'pytorch_ci' -> database=None, max_examples=50, derandomize=True, suppress_health_check=[HealthCheck.too_slow] 2025-12-04T09:26:30.7456681Z rootdir: /var/lib/jenkins/workspace 2025-12-04T09:26:30.7456897Z configfile: pytest.ini 2025-12-04T09:26:30.7457330Z plugins: hypothesis-6.56.4, cpp-2.3.0, flakefinder-1.1.0, rerunfailures-14.0, subtests-0.13.1, xdist-3.3.1, xdoctest-1.3.0, typeguard-4.3.0 2025-12-04T09:26:30.7457850Z collecting ... collected 21 items / 10 deselected / 11 selected 2025-12-04T09:26:30.7458148Z stepcurrent: skipping 10 already run items. 2025-12-04T09:26:30.7458381Z Running 11 items in this shard 2025-12-04T09:26:30.7458508Z 2025-12-04T09:26:30.7458740Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_cuda PASSED [0.4019s] [ 9%] 2025-12-04T09:26:30.7459293Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_eager_decomp_partition_cuda PASSED [0.1103s] [ 18%] 2025-12-04T09:26:30.7459832Z dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_ts_cuda PASSED [0.1514s] [ 27%] 2025-12-04T09:26:30.7460311Z dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_cuda PASSED [0.0520s] [ 36%] 2025-12-04T09:26:30.7460820Z dynamo/test_backends.py::TestOptimizationsCUDA::test_eager_noexcept_cuda PASSED [0.0511s] [ 45%] 2025-12-04T09:26:30.7461349Z dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_cuda PASSED [0.0348s] [ 54%] 2025-12-04T09:26:30.7461911Z dynamo/test_backends.py::TestOptimizationsCUDA::test_example_inputs_runtime_use_cuda PASSED [0.0324s] [ 63%] 2025-12-04T09:26:30.7462587Z dynamo/test_backends.py::TestOptimizationsCUDA::test_intel_gaudi_backend_cuda SKIPPED [0.0012s] (Only runs on hpu) [ 72%] 2025-12-04T09:26:30.7463180Z dynamo/test_backends.py::TestOptimizationsCUDA::test_list_backends_cuda PASSED [0.0099s] [ 81%] 2025-12-04T09:26:30.7463731Z dynamo/test_backends.py::TestOptimizationsCUDA::test_torchscript_cuda PASSED [0.0708s] [ 90%] 2025-12-04T09:26:30.7464276Z dynamo/test_backends.py::TestOptimizationsCUDA::test_tvm_cuda SKIPPED [0.0002s] (requires tvm) [100%] 2025-12-04T09:26:30.7464591Z 2025-12-04T09:26:30.7465007Z - generated xml file: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-d0412eda6ceefefa.xml - 2025-12-04T09:26:30.7465618Z ================= 9 passed, 2 skipped, 10 deselected in 0.95s ================== 2025-12-04T09:26:30.7466226Z The following tests failed consistently: ['test/dynamo/test_backends.py::TestOptimizationsCUDA::test_aot_cudagraphs_cuda'] 2025-12-04T09:26:30.7466618Z 2025-12-04T09:26:30.7466911Z FINISHED PRINTING LOG FILE of dynamo/test_backends 1/1 (test/test-reports/dynamo.test_backends_1.1_461f743b6c003b1e_.log) 2025-12-04T09:26:30.7467282Z 2025-12-04T09:26:30.7467484Z Finished dynamo/test_backends 1/1 ... [2025-12-04 09:26:30.731507][2927.6615592], took 0.55min 2025-12-04T09:26:30.7468285Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-8353757880fccd2d.xml 2025-12-04T09:26:30.8328315Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-5e856050d27ce074.xml 2025-12-04T09:26:30.8642671Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-0b3f9de01202e0f8.xml 2025-12-04T09:26:30.9007006Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_backends/dynamo.test_backends-d0412eda6ceefefa.xml 2025-12-04T09:26:31.2213426Z Uploading logs for 57116084848 to S3 2025-12-04T09:26:31.2679698Z Uploading artifacts took 0.33 seconds 2025-12-04T09:26:31.2680026Z dynamo/test_backends 1/1 failed! 2025-12-04T09:26:31.2683614Z Running inductor/test_mix_order_reduction 1/1 ... [2025-12-04 09:26:31.268162][2928.198219609] 2025-12-04T09:26:31.2684095Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:26:31.2687099Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mix_order_reduction.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:26:31.268497] 2025-12-04T09:29:19.9217775Z 2025-12-04T09:29:19.9219272Z inductor/test_mix_order_reduction 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mix_order_reduction_1.1_148a836336a32be6_.log 2025-12-04T09:29:19.9392738Z Running 380 items in this shard: test/inductor/test_mix_order_reduction.py::SkipPatternTest::test_dimension_too_close, test/inductor/test_mix_order_reduction.py::SkipPatternTest::test_skip_if_outer_reduction_followed_by_full_pointwise, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_3layer_split_reduction, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_XBLOCK_coordest_tuning, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_avoid_non_coalesced_access, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_independent_split_size, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_no_bias_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_no_bias_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_no_bias_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_no_bias_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_bfloat16_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_bfloat16_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_bfloat16_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_bfloat16_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_float32_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_float32_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_float32_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_bias_float32_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_dynamic_shape_dynamic_dims0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_dynamic_shape_dynamic_dims1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_layer_norm_bwd_with_dynamic_shape_dynamic_dims2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_False_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_False_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_False_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_False_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_False_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_False_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_True_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_True_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_True_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_True_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_True_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_mean_swap_True_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_False_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_False_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_False_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_False_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_False_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_False_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_True_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_True_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_True_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_True_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_True_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_prod_swap_True_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_multi_workspace_allocation, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_non_contiguous_input, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_with_dynamic_shape_dynamic_dims0, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_with_dynamic_shape_dynamic_dims1, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_rms_norm_bwd_with_dynamic_shape_dynamic_dims2, test/inductor/test_mix_order_reduction.py::MixOrderReductionTest::test_xmask, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_3layer_split_reduction, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_XBLOCK_coordest_tuning, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_avoid_non_coalesced_access, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_independent_split_size, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_layer_norm_bwd_no_bias_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_layer_norm_bwd_no_bias_split_reductions_False_shape1, 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test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_False_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_False_shape0, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_False_shape1, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_False_shape2, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_True_shape0, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_True_shape1, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_mix_order_reduction_name_sum_swap_True_split_reductions_True_shape2, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_multi_workspace_allocation, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_non_contiguous_input, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_bfloat16_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_False_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape0_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape1_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape2_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_False_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_1_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_False, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_float32_split_reductions_True_shape3_max_autotune_True_initial_xblock_2_add_1dim_True, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_with_dynamic_shape_dynamic_dims0, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_with_dynamic_shape_dynamic_dims1, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_rms_norm_bwd_with_dynamic_shape_dynamic_dims2, test/inductor/test_mix_order_reduction.py::NoMixOrderReductionTest::test_xmask 2025-12-04T09:29:19.9554828Z 2025-12-04T09:29:19.9555089Z Finished inductor/test_mix_order_reduction 1/1 ... [2025-12-04 09:29:19.922406][3096.852461891], took 2.81min 2025-12-04T09:29:19.9555943Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_mix_order_reduction/inductor.test_mix_order_reduction-1304432057c35e9b.xml 2025-12-04T09:29:20.0139226Z Running inductor/test_collective_autotuning 1/1 ... [2025-12-04 09:29:20.013687][3096.94374521] 2025-12-04T09:29:20.0139739Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:29:20.0142618Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_collective_autotuning.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:29:20.013984] 2025-12-04T09:29:29.0424457Z 2025-12-04T09:29:29.0425288Z inductor/test_collective_autotuning 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_collective_autotuning_1.1_04cba8d81dcb16fd_.log 2025-12-04T09:29:29.0426651Z Running 2 items in this shard: test/inductor/test_collective_autotuning.py::TestCollectiveAutotuning2Ranks::test_equivalent_allreduce_strategies, test/inductor/test_collective_autotuning.py::TestCollectiveAutotuning4Ranks::test_vllm_style_allreduce 2025-12-04T09:29:29.0427683Z 2025-12-04T09:29:29.0427965Z Finished inductor/test_collective_autotuning 1/1 ... [2025-12-04 09:29:29.042203][3105.972259569], took 0.15min 2025-12-04T09:29:29.0447340Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_collective_autotuning/inductor.test_collective_autotuning-8627dd5f039f19cb.xml 2025-12-04T09:29:29.1299836Z Running test_transformers 1/1 ... [2025-12-04 09:29:29.129716][3106.059774627] 2025-12-04T09:29:29.1300267Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:29:29.1303750Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:29:29.130084] 2025-12-04T09:32:00.9409496Z 2025-12-04T09:32:00.9410739Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_4c7d9be497293137_.log 2025-12-04T09:32:01.6406301Z Running 12415 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_batch_size_0_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_batch_size_0_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, 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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, 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test/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_False_cuda, 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, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_causal_variants_compile_causal_variant_CausalVariant_UPPER_LEFT_shape3_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_and_mask_fails_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape0_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape1_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape2_cuda, test/test_transformers.py::TestAttnBiasCUDA::test_is_causal_equals_upper_left_shape3_cuda 2025-12-04T09:32:02.3605689Z 2025-12-04T09:32:02.3605924Z Finished test_transformers 1/1 ... [2025-12-04 09:32:00.969906][3257.899954473], took 2.53min 2025-12-04T09:32:02.3606649Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_transformers/test_transformers-37dc8d69703aafd9.xml 2025-12-04T09:32:02.3607317Z Running test_decomp 4/22 ... [2025-12-04 09:32:01.342415][3258.272467671] 2025-12-04T09:32:02.3607620Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:32:02.3608332Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '--shard-id=4', '--num-shards=22', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:32:01.342835] 2025-12-04T09:40:13.1959968Z 2025-12-04T09:40:13.1963007Z test_decomp 4/22 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_4.22_775338c7f3da3731_.log 2025-12-04T09:40:13.2055320Z Running 416 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float64, 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_allclose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_left_shift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cauchy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cauchy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int16, 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_rfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_i0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvalsh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lstsq_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_factor_ex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_ex_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vander_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_float16, 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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_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_layer_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mish_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_int16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_with_dtype_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_he_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_int32, 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_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_complex128, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_int64, 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_amin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_complex64, 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_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_min_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addcmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_hardswish_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_norm_inf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_complex64, 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test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_divide_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_int64, 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_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_rrelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_std_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_xlogy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_train_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_uniform_cuda, test/test_decomp.py::HasDecompTest::test_mm_decompose_mm_dde 2025-12-04T09:40:13.2144134Z 2025-12-04T09:40:13.2144321Z Finished test_decomp 4/22 ... [2025-12-04 09:40:13.196256][3750.126309334], took 8.20min 2025-12-04T09:40:13.2144992Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_decomp/test_decomp-53b54777bc517518.xml 2025-12-04T09:40:13.2807454Z Running test_decomp 9/22 ... [2025-12-04 09:40:13.280488][3750.210544276] 2025-12-04T09:40:13.2807880Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:40:13.2810788Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '--shard-id=9', '--num-shards=22', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:40:13.280812] 2025-12-04T09:46:55.6480991Z 2025-12-04T09:46:55.6482325Z test_decomp 9/22 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_9.22_798803b7b0e8f8e5_.log 2025-12-04T09:46:55.6572121Z Running 401 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_offsets_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_all_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_1d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_right_shift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_block_diag_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bucketize_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_float16, 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_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_deg2rad_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_einsum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geqrf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_histc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_householder_product_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_solve_triangular_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vecdot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_prod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_softmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanquantile_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_batch_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_layer_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose1d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose3d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pdist_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_prelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_smooth_l1_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_threshold_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_upsample_bilinear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_fro_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pca_lowrank_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_int16, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_conj_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_blackman_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_kaiser_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch__scaled_mm_cuda_float8_e4m3fn, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick__softmax_backward_data_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_asinh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_min_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_alias_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_block_diag_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_mv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_dist_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_expm1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_floor_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_full_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_index_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_index_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mse_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_neg_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_xlog1py_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_eval_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_elu_backward_cuda 2025-12-04T09:46:55.6656802Z 2025-12-04T09:46:55.6656983Z Finished test_decomp 9/22 ... [2025-12-04 09:46:55.648446][4152.578499723], took 6.71min 2025-12-04T09:46:55.6657623Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_decomp/test_decomp-d9553b8e166c1c8f.xml 2025-12-04T09:46:56.2278048Z Uploading artifacts took 0.50 seconds 2025-12-04T09:46:56.2281024Z Running test_decomp 14/22 ... [2025-12-04 09:46:56.227894][4153.157950675] 2025-12-04T09:46:56.2281447Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:46:56.2284976Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '--shard-id=14', '--num-shards=22', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:46:56.228226] 2025-12-04T09:51:30.9270811Z 2025-12-04T09:51:30.9271951Z test_decomp 14/22 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_14.22_f75ef42212f4b27f_.log 2025-12-04T09:51:30.9358348Z Running 402 items in this shard: test/test_decomp.py::TestDecompCUDA::test_arange_graph_cuda, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rxor___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__native_batch_norm_legit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_left_shift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int64, 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_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cartesian_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float8_e5m2fnuz, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft2_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_ifftshift_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_3d_cuda_float16, 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_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isneginf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_2inputs_2outputs_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_or_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_log_softmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logaddexp_cuda_float64, 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_max_binary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nan_to_num_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_neg_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_binary_cross_entropy_with_logits_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_celu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout_cuda_float64, 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_gelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_huber_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_margin_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_negative_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ormqr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_outer_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_searchsorted_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_exponential_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hamming_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_hann_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_y0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i0e_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triangular_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick__native_batch_norm_legit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int64, 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_block_diag_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cauchy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_frac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_tril_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_unbind_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_div_trunc_rounding_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_dot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_flip_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_frac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_isin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_isinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_le_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_log_normal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_zeros_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_gelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_huber_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool2d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_max_unpool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_rrelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_softshrink_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_bfloat16, 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_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_neg_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_float32, test/test_decomp.py::DecompOneOffTestsCUDA::test_exponential_non_inf_cuda 2025-12-04T09:51:30.9442682Z 2025-12-04T09:51:30.9442869Z Finished test_decomp 14/22 ... [2025-12-04 09:51:30.927405][4427.857459651], took 4.58min 2025-12-04T09:51:30.9443512Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_decomp/test_decomp-ce49d974d2082b33.xml 2025-12-04T09:51:31.0124000Z Running test_decomp 19/22 ... [2025-12-04 09:51:31.012155][4427.942212064] 2025-12-04T09:51:31.0124412Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:51:31.0127286Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '--shard-id=19', '--num-shards=22', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:51:31.012479] 2025-12-04T09:58:59.9472701Z 2025-12-04T09:58:59.9473618Z test_decomp 19/22 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_19.22_e4bd77ce33248973_.log 2025-12-04T09:58:59.9567499Z Running 427 items in this shard: test/test_decomp.py::TestDecompCUDA::test_batch_norm_unflatten_weight_bias_cuda, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rand___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_abs_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_add_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addbmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_decomposed_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_allclose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_bool, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tile_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_uint16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick__upsample_bilinear2d_aa_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_bernoulli_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_glu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_xlog1py_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_zero__cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_erfc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_exp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_expand_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logical_or_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_complex64, 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_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nextafter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_gelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_leaky_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_inf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_normal_number_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_special_erfcx_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_sub_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_LSTM_train_mode_cuda_float64, test/test_decomp.py::DecompOneOffTestsCUDA::test_sdpa_nn_functional_scaled_dot_product_attention_cuda_bfloat16 2025-12-04T09:58:59.9658439Z 2025-12-04T09:58:59.9658624Z Finished test_decomp 19/22 ... [2025-12-04 09:58:59.947639][4876.877692612], took 7.48min 2025-12-04T09:58:59.9659268Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_decomp/test_decomp-cf772942984d5846.xml 2025-12-04T09:59:00.0350203Z Running test_ops 2/9 ... [2025-12-04 09:59:00.034766][4876.964823252] 2025-12-04T09:59:00.0350695Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T09:59:00.0353223Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '--shard-id=2', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 09:59:00.035068] 2025-12-04T10:21:54.5589131Z 2025-12-04T10:21:54.5591880Z test_ops 2/9 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_2.9_09dbdaca6cbd34af_.log 2025-12-04T10:21:54.6461392Z Running 3752 items in this shard: test/test_ops.py::TestCommonCUDA::test_compare_cpu_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rand___cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_expand_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_take_along_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_as_strided_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_block_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cartesian_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cauchy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_char_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_complex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_diag_embed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_expand_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_fmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_geometric_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_inv_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_pinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logcumsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_long_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nanmedian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_ones_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_outer_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_pinverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_slice_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_std_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_to_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_trapezoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_var_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_alias_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_as_strided_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_as_strided_partial_views_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_asin_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_asinh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_clone_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_cosh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_div_no_rounding_mode_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_eq_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_fft2_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_fft_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_hfft_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_irfftn_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_index_fill_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_isreal_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_permute_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_sin_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_tril_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_triu_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unbind_copy_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_zeros_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes___rpow___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_int_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_add_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_as_strided_partial_views_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_atleast_1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cumsum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_expand_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_expand_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fmod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_geometric_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_i0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_lerp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linalg_vector_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linspace_tensor_overload_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logical_not_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logical_or_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_narrow_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_new_empty_strided_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_glu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_selu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_normal_number_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_positive_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_prod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_remainder_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_reshape_as_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_softmax_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_erfcx_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_i1e_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_softmax_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sqrt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_t_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_take_along_dim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_var_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__upsample_bilinear2d_aa_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addmm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_amin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_arange_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_argsort_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_atleast_1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bitwise_right_shift_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_bmm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_ceil_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_chalf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cholesky_inverse_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_conj_physical_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_constant_pad_nd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_copysign_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cummin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diagonal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_div_floor_rounding_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_erfc_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_flip_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_floor_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_gcd_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_grid_sampler_2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_index_put_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isfinite_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lgamma_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_cholesky_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_cond_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_lstsq_grad_oriented_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_lu_factor_ex_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_vander_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_log10_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_log_normal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logaddexp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_max_reduction_no_dim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_movedim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_msort_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_adaptive_avg_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_batch_norm_without_cudnn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_bilinear_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_conv_transpose1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_conv_transpose3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_cosine_embedding_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_dropout2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_dropout_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_fractional_max_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_group_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_hardtanh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_unpool2d_grad_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_silu_complex_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_silu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_smooth_l1_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_soft_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_unfold_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_roll_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_signal_windows_hann_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sparse_mm_reduce_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_i0e_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_tanh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_torch_ops_aten__efficient_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_tril_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_view_as_real_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_zeros_cuda, test/test_ops.py::TestCommonCUDA::test_errors___rsub___cuda, test/test_ops.py::TestCommonCUDA::test_errors___rxor___cuda, test/test_ops.py::TestCommonCUDA::test_errors_copysign_cuda, test/test_ops.py::TestCommonCUDA::test_errors_diagonal_copy_cuda, test/test_ops.py::TestCommonCUDA::test_errors_diff_cuda, test/test_ops.py::TestCommonCUDA::test_errors_dot_cuda, test/test_ops.py::TestCommonCUDA::test_errors_eq_cuda, test/test_ops.py::TestCommonCUDA::test_errors_flipud_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fmin_cuda, test/test_ops.py::TestCommonCUDA::test_errors_isclose_cuda, test/test_ops.py::TestCommonCUDA::test_errors_masked_select_cuda, test/test_ops.py::TestCommonCUDA::test_errors_max_binary_cuda, test/test_ops.py::TestCommonCUDA::test_errors_median_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_avg_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_max_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_gaussian_nll_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_softshrink_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_triplet_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_remainder_cuda, test/test_ops.py::TestCommonCUDA::test_errors_rot90_cuda, test/test_ops.py::TestCommonCUDA::test_errors_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_exponential_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_kaiser_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_zeros_like_layout3_cuda, test/test_ops.py::TestCommonCUDA::test_errors_special_chebyshev_polynomial_u_cuda, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_addcmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_addr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_all_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_arange_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_argmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_floor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_hash_tensor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_isin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_cond_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_log1p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_lu_unpack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_multinomial_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_i1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_i1e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_tanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_topk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_unsqueeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rdiv___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rsub___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rsub___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices__chunk_cat_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices__unsafe_masked_index_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addcmul_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_any_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_asin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atan2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bincount_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cartesian_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_clamp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_clamp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_combinations_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cov_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_deg2rad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagonal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagonal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_digamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_digamma_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_div_floor_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_div_floor_rounding_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_hfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ihfft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_floor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ge_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_geqrf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_grid_sampler_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_hstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_hstack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_fill_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isclose_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isinf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isnan_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isposinf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_item_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_kron_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lgamma_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vecdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_xor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logspace_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_long_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_cumsum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_std_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_narrow_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_prelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softsign_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_tanhshrink_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_norm_fro_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_4_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_quantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_interleave_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_round_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scalar_tensor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scalar_tensor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sgn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_entr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_log_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_modified_bessel_k1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_xlog1py_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_square_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_squeeze_multiple_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_std_mean_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_take_along_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_trapz_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tril_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_zero__cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_alias_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_argsort_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_atleast_1d_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_clamp_max_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_combinations_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_deg2rad_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_diagonal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_double_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_dsplit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_empty_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_eye_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fft_hfftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fft_ifftn_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fft_irfft2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_ge_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_hsplit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_index_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isreal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_item_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_2inputs_2outputs_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_log1p_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_logical_not_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_logit_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_logsumexp_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_mT_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_masked_sum_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_meshgrid_list_of_tensors_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_min_reduction_no_dim_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_new_zeros_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nn_functional_softsign_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_ravel_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_slice_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_bessel_y0_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_scaled_modified_bessel_k1_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_shifted_chebyshev_polynomial_w_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sum_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_take_along_dim_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_tensor_split_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_to_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_trace_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_true_divide_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_unfold_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_zeros_like_cuda_bool, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___getitem___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rpow___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_acosh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addcdiv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addcmul_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_all_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_aminmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_aminmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argwhere_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bernoulli_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cfloat_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_min_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_column_stack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cummin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_double_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_double_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_empty_strided_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_erfc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_exp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_exp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ifftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_flatten_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_flip_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fliplr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_floor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_floor_divide_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_frexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_full_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_gcd_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_geometric_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_i1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_square_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_mean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_svd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tanh_cuda_int64, 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test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_inv_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_lu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_logical_or_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_lu_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_fill_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_masked_std_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_cow_input_mean_cuda_float32, 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test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_slogdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_logical_and_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_softmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_matrix_exp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nansum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nextafter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_cosine_similarity_cuda_float32, 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test/test_ops.py::TestCompositeComplianceCUDA::test_operator_quantile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_ravel_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_renorm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_repeat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_resize_as__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_resolve_conj_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_scalar_tensor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_select_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_split_with_sizes_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_std_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_t_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_take_along_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_trace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_view_as_complex_cuda_float32, 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test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cfloat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cosh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_diagflat_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_diagonal_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_empty_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_irfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_irfftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_float_power_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_floor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_reduce_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_cond_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_multi_dot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logical_not_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logspace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_lt_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_amin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_fill_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_log_softmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_logaddexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_prod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_median_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_min_binary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nanmedian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_ones_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_resize__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_roll_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_short_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_slice_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_split_list_args_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_squeeze_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_stft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_svd_lowrank_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_t_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_take_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unflatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_where_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view___radd___cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_T_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_cfloat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_chalf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_float_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_broadcast_tensors_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_chunk_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_constant_pad_nd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_contiguous_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_cos_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_cumprod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_dsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_fft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_hfft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_hfftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_irfftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_hstack_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_isfinite_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_prod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_roll_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sigmoid_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_std_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_tensor_split_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_acosh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_addbmm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_addmm_decomposed_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_asin_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_block_diag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_bool_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_column_stack_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_exp_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_eye_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_fftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_hfft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_ifftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fill_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_index_add_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_jiterator_4inputs_with_extra_args_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_lerp_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_eigh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_inv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_ldl_factor_ex_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_ldl_solve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lstsq_grad_oriented_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_matrix_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_tensorsolve_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mH_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_fill_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_prod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_sum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nansum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pairwise_distance_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pixel_unshuffle_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_softmin_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_triplet_margin_loss_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nonzero_static_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_ones_like_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_ormqr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_pinverse_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_randn_like_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sqrt_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_squeeze_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sum_to_size_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_transpose_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_uniform_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___rmatmul___cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_T_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_byte_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_cdouble_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_acos_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_acosh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_addcmul_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_as_strided_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_atanh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_cumsum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_diag_embed_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_diagonal_scatter_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_div_no_rounding_mode_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_dot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_empty_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_eq_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_exp2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_hfft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_hsplit_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_isinf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_vector_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_log_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_logsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_neg_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_real_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_sinc_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_split_with_sizes_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_t_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_to_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unbind_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addcdiv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addmv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_angle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cholesky_solve_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_count_nonzero_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_double_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_empty_permuted_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_fft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_fftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_hfft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_hfftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_ifftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_flipud_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_eigvalsh_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_pinv_hermitian_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_vecdot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log10_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_long_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_mul_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nansum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_new_ones_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_linear_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pad_constant_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_norm_inf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_norm_nuc_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ones_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_permute_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_permute_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_prod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resolve_conj_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_rsub_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_sigmoid_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_std_mean_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_stft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_t_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_trapezoid_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rmul___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rsub___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__batch_norm_with_update_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__native_batch_norm_legit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_bfloat16_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_bool_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_cfloat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_char_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_addr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_alias_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_as_strided_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_as_strided_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_broadcast_to_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_conj_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_cosh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_dsplit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_empty_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_empty_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_exponential_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_eye_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ifftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ifftshift_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ihfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fmin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_ge_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_igammac_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isfinite_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linspace_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logical_and_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logical_xor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_masked_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_neg_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_mse_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_rsqrt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_log_softmax_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_spherical_bessel_j0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_squeeze_multiple_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_std_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sub_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unbind_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_view_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_vstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_amax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_angle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atleast_2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_broadcast_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cauchy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cov_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diagflat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_dstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_expand_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_fftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_hfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ifftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ihfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_irfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fmin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_half_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_reduce_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isclose_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isneginf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ldexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_cond_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lstsq_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lu_factor_ex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_pinv_singular_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logcumsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_std_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_max_reduction_with_dim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mode_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_narrow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_new_empty_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_new_zeros_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_bilinear_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_conv_transpose2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_hardswish_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_layer_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_leaky_relu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_multilabel_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pixel_shuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_renorm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_reshape_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_roll_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_scatter_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_scatter_reduce_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_short_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_general_cosine_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_hamming_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_i1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_zeta_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_std_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_take_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_trapezoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unbind_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_as_complex_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_any_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cholesky_inverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_clamp_max_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_copysign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_corrcoef_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_einsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_fft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_rfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_gradient_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_eig_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lstsq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_matrix_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_max_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_celu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_randn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_repeat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_repeat_interleave_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_round_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_airy_ai_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_split_list_args_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_split_with_sizes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_svd_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_tanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_torch_ops_aten__flash_attention_forward_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_trapz_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bfloat16_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_left_shift_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_right_shift_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_broadcast_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cartesian_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cholesky_inverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rmatmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_addmm_decomposed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_atanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_atleast_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_bfloat16_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_fftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ifft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_ihfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_irfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_hypot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_inv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lstsq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_vector_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_log2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lu_unpack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mH_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_glu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softplus_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_roll_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rsqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_scatter_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sinc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_std_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_t_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_vdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_where_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_xlogy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_zero__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_angle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cholesky_inverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_erf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fmod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_grid_sampler_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_inner_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_kron_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_lstsq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_matrix_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_svdvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_vander_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lu_unpack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_normal_number_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_ormqr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_resolve_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_rot90_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_round_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_special_erfcx_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_std_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_xlogy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_zero__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_einsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_eq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_equal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_expand_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_ihfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_int_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_istft_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_fake_jiterator_binary_return_by_ref_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_kron_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_le_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_ldl_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log10_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logical_xor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mH_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_argmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_matrix_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_native_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_native_dropout_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_new_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_mish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nonzero_static_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_norm_nuc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_exponential_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sparse_mm_reduce_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_bessel_y1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_entr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_i0e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_ndtri_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unfold_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unravel_index_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___ror___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rpow___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_alias_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bitwise_left_shift_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cauchy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cdouble_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_contiguous_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diagonal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_eq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_equal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_erfc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_heaviside_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_imag_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_jiterator_unary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cond_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_matrix_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_log1p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nanmedian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_native_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nextafter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_randn_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ravel_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scatter_reduce_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_zeta_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_square_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_svd_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_trapz_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tril_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unfold_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_view_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_zeros_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_ones_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_int16, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_chalf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_float_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_long_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_arange_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_as_strided_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atan_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_bucketize_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_conj_physical_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_div_trunc_rounding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dsplit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_fftn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_hfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_ifft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_irfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_flatten_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_hstack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_index_add_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_index_select_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_le_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_diagonal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_vecdot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_log2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_log_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logaddexp2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logaddexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_and_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_relu6_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_permute_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_repeat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_reshape_as_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_std_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sub_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_tensor_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_alias_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_all_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_as_strided_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atleast_2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bmm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_clamp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_clamp_max_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_dot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_equal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_expand_as_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_rfft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_igamma_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_fill_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_reduce_amax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_int_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isnan_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isneginf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_inv_ex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_lu_solve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linspace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_lt_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_lu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_median_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mul_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ne_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_neg_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_new_full_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_selu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_softsign_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_outer_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_pinverse_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_hamming_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_entr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_square_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_squeeze_multiple_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tensor_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_tril_indices_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_unfold_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unravel_index_cuda_int64, test/test_ops.py::TestForwardADWithScalarsCUDA::test_0d_tensor_with_python_scalar_div_no_rounding_mode_cuda_float32 2025-12-04T10:21:54.7305436Z 2025-12-04T10:21:54.7305629Z Finished test_ops 2/9 ... [2025-12-04 10:21:54.562827][6251.492879894], took 22.91min 2025-12-04T10:21:54.7306244Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_ops/test_ops-567e88d3c40a2775.xml 2025-12-04T10:21:55.3905396Z Uploading artifacts took 0.67 seconds 2025-12-04T10:21:55.3908706Z Running test_ops 7/9 ... [2025-12-04 10:21:55.390669][6252.320725165] 2025-12-04T10:21:55.3909087Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T10:21:55.3912540Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '--shard-id=7', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 10:21:55.390997] 2025-12-04T10:44:27.1530608Z 2025-12-04T10:44:27.1531358Z test_ops 7/9 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_7.9_3b619851563c5af4_.log 2025-12-04T10:44:27.2433806Z Running 3837 items in this shard: test/test_ops.py::TestSelfKwarg::test_self_kwargs, test/test_ops.py::TestCommonCUDA::test_compare_cpu_H_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu___ror___cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu___rxor___cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu__batch_norm_with_update_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atan2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cov_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_diagonal_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_float_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_geqrf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_grid_sampler_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_reshape_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_scalar_tensor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_take_along_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unsqueeze_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_view_cuda_float32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_T_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_conj_physical_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_empty_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_ifft_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_new_zeros_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_nonzero_static_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_ones_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_positive_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_rand_like_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_randn_like_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_squeeze_multiple_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_tanh_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unflatten_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_where_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes_H_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__batch_norm_with_update_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_T_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_asin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_asinh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_and_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_clamp_min_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_diagonal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_expm1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_ihfft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_ihfftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_igamma_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_index_select_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_item_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_lcm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_linspace_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_log_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_ne_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_channel_shuffle_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_gelu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_pdist_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_softmin_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_round_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_i1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_log_ndtr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_spherical_bessel_j0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_squeeze_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__unsafe_masked_index_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_acosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_allclose_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_aminmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_as_strided_partial_views_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_asin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_asinh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_block_diag_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_chunk_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_combinations_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_complex_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cov_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diag_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diagonal_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diagonal_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_digamma_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_empty_strided_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_expand_as_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_fftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fmod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_gather_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_gt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_index_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_index_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_index_reduce_amax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isnan_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_jiterator_binary_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_kthvalue_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_ldexp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lerp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_cholesky_ex_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logdet_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lu_unpack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_amax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_cumsum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_select_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_max_binary_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_min_reduction_no_dim_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_mode_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nanmedian_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_native_layer_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_new_empty_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_new_zeros_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_kl_div_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_margin_ranking_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_unpool3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_multilabel_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_rms_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_softplus_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_softsign_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_ormqr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_rad2deg_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_repeat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_resolve_neg_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_round_decimals_neg_3_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_reduce_prod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_softmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_entr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_hermite_polynomial_he_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_modified_bessel_k0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_polygamma_special_polygamma_n_0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_split_with_sizes_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_to_sparse_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_trapezoid_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_triu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_true_divide_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unique_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unsqueeze_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_var_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_var_unbiased_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_vstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_zero__cuda, test/test_ops.py::TestCommonCUDA::test_errors___rand___cuda, test/test_ops.py::TestCommonCUDA::test_errors_arange_cuda, test/test_ops.py::TestCommonCUDA::test_errors_atan2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bitwise_and_cuda, test/test_ops.py::TestCommonCUDA::test_errors_cov_cuda, test/test_ops.py::TestCommonCUDA::test_errors_eye_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_ifft2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_irfft2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_gather_cuda, test/test_ops.py::TestCommonCUDA::test_errors_index_add_cuda, test/test_ops.py::TestCommonCUDA::test_errors_kthvalue_cuda, test/test_ops.py::TestCommonCUDA::test_errors_lcm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_lt_cuda, test/test_ops.py::TestCommonCUDA::test_errors_movedim_cuda, test/test_ops.py::TestCommonCUDA::test_errors_multinomial_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_embedding_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_group_norm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_max_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_multi_margin_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_triplet_margin_with_distance_loss_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_hann_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_randn_like_layout0_cuda, test/test_ops.py::TestCommonCUDA::test_errors_special_laguerre_polynomial_l_cuda, test/test_ops.py::TestCommonCUDA::test_errors_special_shifted_chebyshev_polynomial_v_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sub_cuda, test/test_ops.py::TestCommonCUDA::test_errors_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_abs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_acosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_addmm_decomposed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_baddbmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_cosh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ifftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_float_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_det_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_eigh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_lstsq_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_pinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_permute_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sinc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_triangular_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_T_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rdiv___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rpow___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argsort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cdouble_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_chalf_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cosh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_count_nonzero_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumsum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumulative_trapezoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diagflat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfinv_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eye_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_hfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_irfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_rfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flip_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_frac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_half_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_hash_tensor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_hash_tensor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_return_by_ref_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_kthvalue_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_det_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log10_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_not_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_or_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logspace_tensor_overload_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_var_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_matrix_exp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_minimum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_minimum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_movedim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_msort_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanquantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_hardtanh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_margin_ranking_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pairwise_distance_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_poisson_nll_loss_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_silu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_softmin_with_dtype_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polar_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_3_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_positive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_put_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rad2deg_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ravel_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resize__cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resolve_conj_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resolve_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sgn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signal_windows_bartlett_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_signbit_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_slice_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sort_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_y1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_spherical_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_split_with_sizes_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sqrt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_squeeze_multiple_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_std_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_stft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_sum_to_size_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_take_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tan_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tensor_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tile_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_to_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_transpose_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_tril_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_triu_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_trunc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unique_consecutive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unique_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_unravel_index_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_var_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_numpy_ref_allclose_cuda_float64, test/test_ops.py::TestCommonCUDA::test_numpy_ref_argwhere_cuda_float64, 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test/test_ops.py::TestCommonCUDA::test_out_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_reciprocal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_as_strided_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_atanh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_baddbmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cholesky_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_diagonal_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_fft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_hfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_irfft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_gather_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_index_add_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ldexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_cholesky_cuda_complex64, 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test/test_ops.py::TestCommonCUDA::test_out_sort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_i1e_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_squeeze_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_tile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_torch__scaled_mm_v2_cuda_float8_e4m3fn, 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test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_add_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_put_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isposinf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_vecdot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_log_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_long_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_sum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_maximum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_minimum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_neg_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_elu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_embedding_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_selu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_polar_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_randint_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_randn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_renorm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_searchsorted_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_blackman_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_hann_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_bessel_y0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_i1e_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_split_with_sizes_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sum_to_size_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_true_divide_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unique_consecutive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view___rmatmul___cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_half_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_acosh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_as_strided_partial_views_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_asinh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_cosh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diag_embed_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_empty_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_equal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_expand_as_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_expm1_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_hfft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_ifft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_cross_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_svdvals_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_log_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_narrow_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_nn_functional_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_ones_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_real_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sinc_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_as_strided_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cdouble_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_conj_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_constant_pad_nd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cos_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cumprod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cumsum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_diagflat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_diagonal_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_eq_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_geqrf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_half_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_imag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_inner_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isfinite_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_istft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_det_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_matrix_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_qr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_solve_ex_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_tensorinv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_log1p_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_select_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_std_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_rms_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_permute_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_randn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_resize__cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sin_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sinc_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_t_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_to_sparse_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_transpose_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trapz_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unfold_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_var_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_vdot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_where_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_chalf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_double_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_addcdiv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_expand_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_ifft2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_ifftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fft_ifftshift_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_flipud_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_index_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_item_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_cross_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_vecdot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linspace_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_narrow_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_zeros_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_l1_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_normal__in_place_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_ones_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_repeat_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_roll_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_std_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unsqueeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_abs_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_any_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cartesian_prod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_chunk_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_conj_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cumprod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cumsum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diff_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_dist_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_irfft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fliplr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_float_power_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_gather_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_half_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_hsplit_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_imag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isfinite_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isinf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_kron_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_eigvals_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lstsq_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lu_solve_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_matrix_power_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_multi_dot_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_pinv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log1p_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_std_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_var_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_narrow_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ne_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_neg_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_conv1d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_conv2d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_rms_norm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nonzero_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_ormqr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_put_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_reshape_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_scalar_tensor_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_scatter_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_sin_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_squeeze_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_stack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tensor_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_trapz_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_true_divide_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unbind_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsafe_chunk_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsafe_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_zeros_like_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view_H_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_T_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_acos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_chunk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_clamp_max_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_erfinv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_expand_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ifft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_hypot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isnan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isreal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_diagonal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_nll_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_pairwise_distance_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_rad2deg_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reciprocal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_remainder_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sgn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sinc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_multigammaln_mvlgamma_p_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_squeeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_stft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_trunc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unflatten_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unfold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_var_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__softmax_backward_data_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addbmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmm_decomposed_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_argwhere_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_bfloat16_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_block_diag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cartesian_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_chunk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clamp_min_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cos_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_count_nonzero_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diagonal_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fliplr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_heaviside_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_i0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_igamma_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_igammac_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_add_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_det_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_norm_subgradients_at_zero_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_svdvals_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vander_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vecdot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_vector_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log_softmax_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_xor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_long_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_logaddexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_sum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_max_pool2d_with_indices_backward_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_meshgrid_variadic_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_minimum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mv_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nanmedian_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nansum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_native_batch_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_avg_pool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_avg_pool2d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_conv3d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_grid_sample_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_hardsigmoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_instance_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_mse_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_soft_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softshrink_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_softsign_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_threshold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_norm_nuc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_normal_in_place_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_randn_like_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_repeat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_round_decimals_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_cosine_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_gaussian_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_general_hamming_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signbit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sinh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_airy_ai_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_bessel_j0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_chebyshev_polynomial_w_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_erfcx_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_topk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_trace_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tril_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsqueeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_var_mean_unbiased_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vdot_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vsplit_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_vstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_where_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_angle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rsub___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rxor___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_addcdiv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_irfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_flipud_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_gather_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_histc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_hypot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_jiterator_unary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_lcm_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_tensorinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_narrow_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_new_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_glu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_norm_nuc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_remainder_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scalar_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_bartlett_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_hann_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_w_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_entr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_and_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_clone_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp___rmod___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_conj_physical_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_expand_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_flipud_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_hsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_vander_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_msort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_conv3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_prelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_norm_fro_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_outer_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_polar_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_ravel_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_slice_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_list_args_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_unsafe_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_T_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___getitem___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___rmod___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cdouble_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_ceil_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_combinations_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_hfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_flip_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fliplr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_matrix_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_min_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_cosine_similarity_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_dropout2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_pow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_std_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_tanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_vsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_dist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_expm1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fliplr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_frac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_gradient_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_gt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_igammac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_jiterator_unary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_kthvalue_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_multi_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_pinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_solve_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_tensorinv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logical_not_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pad_replicate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_silu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_outer_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_short_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_sinc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_airy_ai_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestFakeTensorCUDA::test_fake_tril_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_triu_indices_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_unique_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__unsafe_masked_index_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_any_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_argwhere_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_as_strided_partial_views_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_as_strided_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_baddbmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bitwise_or_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ceil_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_chunk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_count_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_exponential_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_fft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_hfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_irfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_rfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_grid_sampler_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isnan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ldexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_log_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logical_xor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mH_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_narrow_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_new_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_margin_ranking_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_pow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_repeat_interleave_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signbit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i0e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_topk_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unflatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_int32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_bfloat16, test/test_ops.py::TestTagsCUDA::test_tags__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_half_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_addcdiv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_not_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_cumsum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_div_floor_rounding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dstack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_erfc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_expm1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fliplr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_gcd_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_igammac_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_lerp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_cross_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linspace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_not_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_maximum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_mul_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nextafter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_pdist_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_tanhshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_permute_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_rad2deg_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_reshape_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_round_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_rsub_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_i1e_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_multigammaln_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_ndtr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_stack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_tril_indices_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_acosh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_addcmul_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bfloat16_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bitwise_not_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_bool_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cdouble_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cholesky_inverse_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cholesky_solve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_clone_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_contiguous_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_diagonal_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_permuted_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_strided_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_erf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_expm1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_hfft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ihfft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ihfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_irfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fmax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_full_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ge_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_geometric_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_hash_tensor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_histc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_hsplit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_inner_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isinf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isreal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_item_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_jiterator_binary_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_pinv_hermitian_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_svdvals_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_vecdot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_long_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mT_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_amin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_meshgrid_variadic_tensors_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_min_binary_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mode_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_narrow_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_elu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_embedding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_huber_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_prelu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_relu6_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_polygamma_polygamma_n_3_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_put_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_randn_like_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_select_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_softmax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sort_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_bessel_j0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_ndtr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_mean_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_unbiased_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_svd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trapz_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unsafe_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_var_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_zero__cuda_float32, test/test_ops.py::TestForwardADWithScalarsCUDA::test_0d_tensor_with_python_scalar_add_cuda_float32 2025-12-04T10:44:27.3314766Z 2025-12-04T10:44:27.3314962Z Finished test_ops 7/9 ... [2025-12-04 10:44:27.157544][7604.087596073], took 22.53min 2025-12-04T10:44:27.3315605Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_ops/test_ops-3e3e210db5f50f57.xml 2025-12-04T10:44:28.1765062Z Uploading artifacts took 0.87 seconds 2025-12-04T10:44:28.1768917Z Running inductor/test_torchinductor 2/2 ... [2025-12-04 10:44:28.176681][7605.106736248] 2025-12-04T10:44:28.1769301Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T10:44:28.1772749Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor.py', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 10:44:28.177029] 2025-12-04T10:50:40.8705720Z 2025-12-04T10:50:40.8706621Z inductor/test_torchinductor 2/2 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_2.2_d37b24028ded99fe_.log 2025-12-04T10:50:40.8825401Z Running 524 items in this shard: test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast1_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast2_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_broadcast3_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_dense_transposed, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_double_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_int_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_broadcast2, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_double, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_strided_int, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_broadcast1, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_broadcast3, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_dense, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_strided, test/inductor/test_torchinductor.py::SweepInputsGPUTest::test_cuda_transposed_transposed, test/inductor/test_torchinductor.py::GPUTests::test__dyn_quant_matmul_4bit_bf16_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test__dyn_quant_matmul_4bit_fp32_input_cuda, test/inductor/test_torchinductor.py::GPUTests::test__dyn_quant_pack_4bit_weight_fp32_cuda, test/inductor/test_torchinductor.py::GPUTests::test__unsafe_masked_index_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool2d_low_prec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_avg_pool_errors_with_long_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adaptive_max_pool2d2_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex3_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_complex_strided_fallback_cuda, test/inductor/test_torchinductor.py::GPUTests::test_add_const_int_cuda, test/inductor/test_torchinductor.py::GPUTests::test_adding_tensor_offsets_cuda, test/inductor/test_torchinductor.py::GPUTests::test_addmv_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aliased_buffer_reuse_cuda, test/inductor/test_torchinductor.py::GPUTests::test_allow_reuse_disable_if_exceed_peak_cuda, test/inductor/test_torchinductor.py::GPUTests::test_aoti_eager_cache_hit_cuda, 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test/inductor/test_torchinductor.py::GPUTests::test_var_correction_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_tile_reduction_False_cuda, test/inductor/test_torchinductor.py::GPUTests::test_var_mean_tile_reduction_True_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vectorized_ops_masked_cuda, test/inductor/test_torchinductor.py::GPUTests::test_vectorized_ops_masked_var_novec_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_as_complex_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_detach_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_on_aliased_cuda, test/inductor/test_torchinductor.py::GPUTests::test_view_uint8_through_differing_bitwidths_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views4_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views5_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views6_cuda, test/inductor/test_torchinductor.py::GPUTests::test_views7_cuda, test/inductor/test_torchinductor.py::GPUTests::test_weight_norm_bwd_cuda, test/inductor/test_torchinductor.py::GPUTests::test_xblock_divides_xnumel_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zero_dim_reductions_cuda, test/inductor/test_torchinductor.py::GPUTests::test_zero_element_mutation_cuda, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_cant_optimize_compute, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_ctr_not_moved_to_cuda_when_used_in_index_put, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_donated_buffer_inplace, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_evict_last_non_coalesced_loads_block_ptr, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_graph_partition_default_device_context, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_grouped_mm, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_False_ynumel_exceed_ygrid_size_False, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_True_ynumel_exceed_ygrid_size_False, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_has_constant_mask_block_multiple_True_ynumel_exceed_ygrid_size_True, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_detach_view_backend_inductor, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_inductor_sequence_nr, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_not_materialize_pointwise_reduction, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_numpy_on_gpu, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_compute, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_assert, test/inductor/test_torchinductor.py::TritonCodeGenTests::test_optimize_indexing_dtype_with_constraint, test/inductor/test_torchinductor.py::RNNTest::test_rnn_compile_safe, test/inductor/test_torchinductor.py::NanCheckerTest::test_nan_checker_pass 2025-12-04T10:50:40.8938045Z 2025-12-04T10:50:40.8938293Z Finished inductor/test_torchinductor 2/2 ... [2025-12-04 10:50:40.871281][7977.801335318], took 6.21min 2025-12-04T10:50:40.8939117Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_torchinductor/inductor.test_torchinductor-2eedbc6c8d02a31e.xml 2025-12-04T10:50:40.9690632Z Running inductor/test_torchinductor_dynamic_shapes 3/4 ... [2025-12-04 10:50:40.968810][7977.898867414] 2025-12-04T10:50:40.9691185Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T10:50:40.9693674Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 10:50:40.969104] 2025-12-04T10:58:38.5401854Z 2025-12-04T10:58:38.5403029Z inductor/test_torchinductor_dynamic_shapes 3/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_3.4_025cb7dc2b819ea6_.log 2025-12-04T10:58:38.5672057Z Running 441 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_adaptive_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex9_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_inplace_permuted_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_addmv_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_aliased_buffer_reuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_allow_reuse_disable_if_exceed_peak_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_cache_hit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_dtype_device_layout_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_arange2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_min_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_argmax_to_float_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_as_strided_on_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool3d_backward2_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_avg_pool_errors_with_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bernoulli1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bitwise_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_use_after_remove_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_float_ndigits_zero_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_inplace_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_uint8_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_upcasting_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_compar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_config_option_dont_assume_alignment_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_consecutive_split_cumprod_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_constant_pad_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_constant_pad_2d_strides_nonpositive_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_conv1d_with_permute_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_conv3d_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_copy_with_scalar_src_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cpu_scalar_with_cpu_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cpu_scalar_with_gpu_tensor_cpp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_op_compiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_scan_would_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_data_type_propogation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_bf16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_precision_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dont_constant_fold_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dropout_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_bfloat16_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float16_uint8_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_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int32_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_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_float16_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_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int64_int16_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_float32_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_uint8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_bag_byte_unpack_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_bag_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_embedding_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_empty_strided_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_fill2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_index_expression_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_floordiv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fractional_max_pool2d4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_full_truncation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_functionalize_rng_wrappers_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_gather1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_generated_code_has_alignment_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_gpu_scalar_with_cpu_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_mutation_real_name_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_pad_dynamic_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_scalar_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_hardswish_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inductor_multiple_specializations_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inductor_triton_bucketize_respects_masking_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_activations_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inplace_resize_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_input_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_grid_use_block_ptr_True_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_lgamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_like_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_linear_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logaddexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_logcumsumexp_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_masked_fill_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_min_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mm_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multi_threading_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_var_lowp_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_sort_stable_False_descending_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nan_sort_stable_True_descending_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_needs_contiguous_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pattern_matcher_unbacked_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_j1_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_v_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_shifted_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_xlog1py_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_zeta_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_prepare_softmax_with_fast_math_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_profiler_mark_wrapper_call_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reinterpret_dtypeview_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_clone_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_remove_noop_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_Tensor_decomp_int32_nd_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_Tensor_decomp_int64_nd_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_interleave_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_require_stride_expanded_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scalar_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_reduce2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_unaligned_mask_freezing_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_searchsorted_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sgn_extremal_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_shape_prop_torch_ones_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_single_elem_indirect_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sort_stable_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_special_polygamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumsum_low_prec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_failed_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_integer_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_with_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sqrt_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_stride_preservation_with_stride_modifying_fx_pass_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_strided_inputs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sum_keepdims_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_to_device_constant_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_topk_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_transposed_propagates_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_view_on_aliased_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views7_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_avg_pool2d2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_adaptive_pool_errors_with_long_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_complex8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_add_const_float_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_addmm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_argmax_argmin_with_duplicates_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_assert_size_stride_op_name_fail_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool2d7_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_avg_pool3d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bfloat16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bitwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bmm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_both_scalars_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_add_autotune_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_broadcast_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int32_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int32_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int64_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_int8_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_bucketize_int_uint8_int16_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_extern_kernel_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_cat_unbacked_empty_1d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clamp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_clamp_type_promotion_non_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_complex_memory_overlap_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_concat_add_inplace_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_constant_pad_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_constant_pad_nd_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv2d_channels_last_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_channels_last_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_conv_with_as_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_copy_with_scalar_src_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_cos_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_3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_custom_scan_op_multi_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_data_type_propogation_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dense_mask_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_deterministic_codegen_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_device_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_diagonal_copy_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_div3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dropout_deterministic_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_bfloat16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_bfloat16_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_float32_int8_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_float64_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_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_float64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int16_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int32_float16_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_int32_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_float16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_int64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_dtypeview_uint8_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_bag_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_embedding_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_empty_strided_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_exp_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fallback_mutable_op_with_return_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fft_real_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_float16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_float32_to_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fmod_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_functionalize_rng_wrappers_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_fuse_tiled_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gather3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gather_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gelu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_generated_code_has_alignment_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_generated_code_has_size_stride_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_gpu_scalar_with_cpu_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_argmax_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_constant_tensor2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_graph_partition_mutation_real_name_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_propagation_flip_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_index_put3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_index_put4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_inductor_assert_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_input_mutation1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_input_mutation3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_insignificant_strides_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_int8_weight_only_quant_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_int_input_dynamic_shapes_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_invalid_operand_issue1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_isin_tensor_scalar_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_block_sizes_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_large_offset_pointwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_large_tensor_reduction_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_layer_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_like_rands_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_linspace2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_lite_regional_compile_flex_attention_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_lite_triton_kernel_wrapper_functional_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_log2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_logcumsumexp_zero_dim_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_low_memory_max_pool_dilation_2_dim_2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mark_dynamic_with_hint_override_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_masked_fill_promotion_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_matmul_layer_norm_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d6_dilation_1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_max_pool2d_with_indices_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mixed_mm3_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_gpu_recompile_on_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multi_threading_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_any_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_multilayer_sum_low_prec_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mutable_custom_op_fixed_layout_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_mutations_loop_fusion_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_nan_to_num_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_bessel_j1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_chebyshev_polynomial_u_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_gammainc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_i1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_legendre_polynomial_p_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_logit_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtr_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_ndtri_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_polygamma_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_psi_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_scaled_modified_bessel_k1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_shifted_chebyshev_polynomial_v_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pointwise_sinc_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_polar_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_pow_symfloat_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randint_distribution_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_generator_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_randn_like_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_reduction2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_remove_noop_slice_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_repeat_interleave_Tensor_decomp_int32_nd_1_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_roi_align_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_scalar_input_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter4_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter6_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_scatter_add1_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sdpa_prefer_nd_tiling_True_use_block_ptr_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_setitem_with_int_parameter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_sign_dtype_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_silu_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter_dtype_consistency_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_scatter_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_slice_view_with_graph_break_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_sort_transpose_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_split_cumsum_index_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_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_std_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_tensor_index_put_slice_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_tmp_not_defined_issue2_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_to_memory_format_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_uint4x2_mixed_mm_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_unfold_zero_dimension_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_float32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unspec_inputs_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_unsqueeze_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_bicubic2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_upsample_nearest2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_mean_tile_reduction_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_var_mean_tile_reduction_True_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_view_detach_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesGPUTests::test_views5_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_adaptive_max_pool3d_with_indices_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_bool_mask_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_dynamic_rblock_bounds_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_full_symbolic_value_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_interpolate_ceil_eq_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_materialize_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op1_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op2_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op7_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op8_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_sub_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_save_for_backwards_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_symint_specialization_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_operations_cuda 2025-12-04T10:58:38.5875286Z 2025-12-04T10:58:38.5875606Z Finished inductor/test_torchinductor_dynamic_shapes 3/4 ... [2025-12-04 10:58:38.541108][8455.47115924], took 7.96min 2025-12-04T10:58:38.5876550Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_torchinductor_dynamic_shapes/inductor.test_torchinductor_dynamic_shapes-eca721a64e982b17.xml 2025-12-04T10:58:38.6511861Z Running inductor/test_torchinductor_codegen_dynamic_shapes 4/4 ... [2025-12-04 10:58:38.650888][8455.580944391] 2025-12-04T10:58:38.6512676Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T10:58:38.6514908Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '--shard-id=4', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 10:58:38.651205] 2025-12-04T11:05:57.4019137Z 2025-12-04T11:05:57.4020940Z inductor/test_torchinductor_codegen_dynamic_shapes 4/4 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_4.4_9ec1a109bc5bfa8c_.log 2025-12-04T11:05:57.4201633Z Running 446 items in this shard: test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_avg_pool2d2_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_avg_pool_errors_with_long_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_adaptive_max_pool2d1_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_complex5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_add_complex_strided_fallback_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_addmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_override_registration_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_argmin2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin_with_nan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_to_float_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_avg_pool2d7_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_batch_norm_2d_2_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_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_add_autotune_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_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int16_int64_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_int32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int64_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_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_nd_tiling_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_builtins_round_float_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cat_single_empty_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_computed_buffer_inlining_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_config_option_dont_assume_alignment_cudagraphs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_2d_strides_nonpositive_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_3d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv2d_backward_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_shape_check_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_copy_with_scalar_src_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cpu_scalar_with_cpu_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cpu_scalar_with_gpu_tensor_dynamic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cummin_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_cumsum_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_2_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_op_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_custom_scan_op_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_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div_precision_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_div_softmax_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_deterministic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_bfloat16_float16_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_float16_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float16_float64_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_float32_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int64_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_int16_uint8_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_int32_int8_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_int64_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int64_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float16_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_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_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_empty1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_emulate_precision_triton_fp_fusion_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_expand_as_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_expm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fallback_mutable_op_no_mutated_tensors_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_fill2_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_float16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_index_expression_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_index_expression_type_promotion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_float_repr_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_boolean_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_like_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_full_truncation_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fuse_large_params_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_gather3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_generate_rand_fp8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_argmax_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_graph_partition_pad_dynamic_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_refcount_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_scalar_inputs_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_device_assert_masked_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_put_deterministic_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_index_remainder_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_inductor_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inductor_layout_optimization_input_mutations_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_inner_reduction_detection_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation3_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_insignificant_strides_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_kernel_names_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_block_sizes_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_like_rands2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_like_rands3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linalg_eig_stride_consistency_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_mixed_dtype_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lite_dynamic_shape_assertion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lite_regional_compile_repeated_blocks_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_lite_triton_kernel_wrapper_functional_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_log_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_1_dim_2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_low_memory_max_pool_dilation_2_dim_2_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_max_pool2d3_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_backward3_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_mm_views_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mul_softmax_symfloat_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_multilayer_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mutations_loop_fusion_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_True_descending_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_needs_contiguous_strides_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_neg_index_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_norm_constant_overflow_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pad_single_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pad_view_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_chebyshev_polynomial_u_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_w_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_hermite_polynomial_h_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_i0_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_i1e_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_sinc_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_spherical_bessel_j0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_zeta_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randint_distribution_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reduction4_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_relu_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_slice1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_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_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_roi_align_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_add3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scatter_reduce3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sdpa_unaligned_mask_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_single_elem_indirect_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_mutation2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_softmax_one_kernel_loop_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_squeeze1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_squeeze2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tan_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tanh_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tensor_index_put_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_tmp_not_defined_issue3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transpose_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_transposed_propagates_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_bfloat16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unsqueeze_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_bicubic2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_nearest1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_mean_tile_reduction_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vectorized_ops_masked_var_novec_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_as_complex_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_detach_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_views6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_weight_norm_bwd_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_where_with_logical_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex10_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex7_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_add_complex9_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_cache_hit_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_dtype_device_layout_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_aoti_eager_support_out_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_arange4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_as_strided_on_views_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d_backward4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool2d_backward_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_avg_pool3d_backward2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bfloat16_to_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bitwise_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bmm1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bmm2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int16_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int16_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int64_int64_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int8_int32_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_int8_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_uint8_int8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_bucketize_int_uint8_uint8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_buffer_use_after_remove_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_builtins_round_int_ndigits_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_extern_kernel_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_single_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_2d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cat_unbacked_legacy_empty_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_check_stack_no_cycles_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_complex_fallback_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_concat_add_inplace_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_config_option_dont_assume_alignment_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_consecutive_split_cumsum_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv1d_with_permute_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv2d_channels_last_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv3d_channels_last_use_block_ptr_False_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv3d_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_conv_shape_check_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution1_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_convolution4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_cpu_scalar_with_cpu_tensor_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_custom_op_fixed_layout_sequential_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dense_mask_index_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_deterministic_codegen_on_graph_break_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_deterministic_codegen_with_suffix_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_diagonal_copy_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_dist_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div2_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div6_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div7_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div8_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div_by_zero_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div_presicion_accuracy_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_div_prim_dynamic_shapes_cuda, 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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_sum4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_tensor_index_slice_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_tmp_not_defined_issue3_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_torch_device_split_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_transpose_add_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_triu_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_float_item_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_unspec_inputs_int16_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_unspec_inputs_uint8_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_correction_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_view_on_aliased_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_view_uint8_through_differing_bitwidths_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_views4_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_weight_norm_bwd_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_where_with_logical_op_dynamic_shapes_cuda, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenGPUTests::test_zero_dim_reductions_dynamic_shapes_cuda 2025-12-04T11:05:57.4375046Z 2025-12-04T11:05:57.4375359Z Finished inductor/test_torchinductor_codegen_dynamic_shapes 4/4 ... [2025-12-04 11:05:57.402778][8894.332831368], took 7.31min 2025-12-04T11:05:57.4376358Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_torchinductor_codegen_dynamic_shapes/inductor.test_torchinductor_codegen_dynamic_shapes-86f646c39dc01b42.xml 2025-12-04T11:05:59.0016536Z Uploading artifacts took 1.50 seconds 2025-12-04T11:05:59.0018832Z Running inductor/test_torchinductor_opinfo 5/13 ... [2025-12-04 11:05:59.001654][8895.931709976] 2025-12-04T11:05:59.0019345Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:05:59.0022497Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '--shard-id=5', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:05:59.001999] 2025-12-04T11:15:00.0320451Z 2025-12-04T11:15:00.0321818Z inductor/test_torchinductor_opinfo 5/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_5.13_efe614a95a23b0a0_.log 2025-12-04T11:15:00.0414279Z Running 276 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___radd___cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__softmax_backward_data_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcdiv_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addcdiv_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_addr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_alias_copy_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_all_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_amin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_aminmax_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_arange_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argsort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_argwhere_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_asin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atan2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_atleast_3d_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bernoulli_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_and_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bitwise_left_shift_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_block_diag_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_bool_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_shapes_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_broadcast_tensors_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cartesian_prod_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cdouble_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chalf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_chunk_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_clamp_min_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_conj_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_constant_pad_nd_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_contiguous_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_copysign_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumprod_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumsum_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_cumulative_trapezoid_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diag_embed_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diagflat_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_diff_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_div_floor_rounding_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_double_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_dstack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_empty_strided_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfc_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_erfinv_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_exp2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_as_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_expand_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fft_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftn_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_fftshift_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftn_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ifftshift_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_ihfft2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fft_rfft2_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fliplr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_flipud_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_float_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_floor_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_fmin_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_frexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_full_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gather_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ge_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_grid_sampler_3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_gt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_half_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hash_tensor_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_heaviside_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_hsplit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_i0_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_amin_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_index_reduce_prod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isfinite_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isinf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_isposinf_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lcm_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cholesky_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_cross_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_det_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_eigvals_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_householder_product_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_inv_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_inv_ex_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_norm_subgradients_at_zero_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vander_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linalg_vecdot_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_linspace_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log2_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_normal_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_log_softmax_with_dtype_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logcumsumexp_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_not_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logical_or_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_logit_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_long_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_lu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mH_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mT_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_amax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_argmin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_cumprod_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_log_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_logsumexp_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_softmin_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_masked_sum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_matrix_exp_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_no_dim_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_maximum_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mul_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmedian_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nansum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_strided_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_binary_cross_entropy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_celu_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv2d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_ctc_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_glu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_group_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_bilinear_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest-exact_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool1d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_mish_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_margin_loss_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_rrelu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_soft_margin_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_with_dtype_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softshrink_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nonzero_static_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_norm_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_normal_number_mean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ormqr_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_permute_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_pinverse_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_prod_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_remainder_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_repeat_interleave_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_add_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_sum_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sgn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sigmoid_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_hamming_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_kaiser_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sin_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_softmax_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y1_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_chebyshev_polynomial_w_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_entr_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_stack_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sub_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_along_dim_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tan_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tanh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tile_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trace_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tril_indices_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_true_divide_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_chunk_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vstack_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_where_cuda_float32 2025-12-04T11:15:00.0504125Z 2025-12-04T11:15:00.0504394Z Finished inductor/test_torchinductor_opinfo 5/13 ... [2025-12-04 11:15:00.032271][9436.962327476], took 9.02min 2025-12-04T11:15:00.0505251Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_torchinductor_opinfo/inductor.test_torchinductor_opinfo-e97933a335f9a8ac.xml 2025-12-04T11:15:00.1266061Z Running inductor/test_torchinductor_opinfo 10/13 ... [2025-12-04 11:15:00.126368][9437.056426561] 2025-12-04T11:15:00.1266594Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:15:00.1269255Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_opinfo.py', '--shard-id=10', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:15:00.126655] 2025-12-04T11:23:35.5085384Z 2025-12-04T11:23:35.5088672Z inductor/test_torchinductor_opinfo 10/13 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_opinfo_10.13_4f17171c7c903ccb_.log 2025-12-04T11:23:35.5188438Z Running 302 items in this shard: test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_H_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_T_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___getitem___cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rand___cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive___rmod___cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__chunk_cat_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_abs_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_acos_cuda_float16, 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test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_max_reduction_with_dim_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_median_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_min_reduction_no_dim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_minimum_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_mode_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_movedim_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_msort_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nanmean_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_copy_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_narrow_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_ne_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_empty_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_new_full_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_alpha_dropout_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv1d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_conv3d_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_gelu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_grid_sample_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_hardtanh_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_l1_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_max_unpool3d_grad_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_multilabel_margin_loss_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_circular_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_relu6_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_silu_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softmin_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_softsign_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_tanhshrink_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_outer_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_positive_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_put_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_randint_like_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_renorm_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_as_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_reshape_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize__cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resize_as__cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_resolve_conj_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rot90_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_3_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_round_decimals_neg_3_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsqrt_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_rsub_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scalar_tensor_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_amin_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_scatter_reduce_mean_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_select_scatter_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signal_windows_nuttall_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_signbit_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sinc_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_softmax_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sort_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sparse_mm_reduce_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_airy_ai_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_j1_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_bessel_y0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i0e_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_i1e_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i0_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_i1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_modified_bessel_k1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_ndtr_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_t_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_w_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_special_zeta_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_sqrt_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_square_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_squeeze_multiple_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_t_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_take_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_tensor_split_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_to_sparse_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_transpose_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_triu_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_trunc_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_copy_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unbind_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unflatten_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_copy_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unfold_cuda_bool, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_consecutive_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unique_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_unsafe_split_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_complex_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_as_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_copy_cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_float64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_view_cuda_int32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_vsplit_cuda_float16, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zero__cuda_uint8, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_cuda_float32, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_int64, test/inductor/test_torchinductor_opinfo.py::TestInductorOpInfoCUDA::test_comprehensive_zeros_like_cuda_uint8 2025-12-04T11:23:35.5287563Z 2025-12-04T11:23:35.5287843Z Finished inductor/test_torchinductor_opinfo 10/13 ... [2025-12-04 11:23:35.509170][9952.439222373], took 8.59min 2025-12-04T11:23:35.5288707Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_torchinductor_opinfo/inductor.test_torchinductor_opinfo-23a377311f11481c.xml 2025-12-04T11:23:35.5982862Z Running inductor/test_group_batch_fusion 1/1 ... [2025-12-04 11:23:35.598046][9952.528104767] 2025-12-04T11:23:35.5983343Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:23:35.5986057Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_group_batch_fusion.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:23:35.598347] 2025-12-04T11:24:48.1818442Z 2025-12-04T11:24:48.1819380Z inductor/test_group_batch_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_group_batch_fusion_1.1_fa417aaca7bc5deb_.log 2025-12-04T11:24:48.1824779Z Running 13 items in this shard: test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_dropout_pre_grad_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_layer_norm_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_linear_lhs_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_batch_linear_pre_grad_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_gate_fusion_post_grad, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_group_linear_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_group_linear_fusion_different_shapes, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_math_op_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_pointwise_op_fusion, test/inductor/test_group_batch_fusion.py::TestGroupBatchFusion::test_pointwise_op_fusion_post_grad, test/inductor/test_group_batch_fusion.py::TestPostGradBatchLinearFusion::test_batch_linear_post_grad_fusion, test/inductor/test_group_batch_fusion.py::TestFindIndependentSubsetGreedy::test_find_independent_subset_greedy, test/inductor/test_group_batch_fusion.py::TestFindIndependentSubsetGreedy::test_find_independent_subset_greedy_fuse 2025-12-04T11:24:48.1828979Z 2025-12-04T11:24:48.1829219Z Finished inductor/test_group_batch_fusion 1/1 ... [2025-12-04 11:24:48.181609][10025.111664709], took 1.21min 2025-12-04T11:24:48.1859496Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_group_batch_fusion/inductor.test_group_batch_fusion-ad97a519d38d4682.xml 2025-12-04T11:24:48.2916545Z Running inductor/test_cpu_repro 2/3 ... [2025-12-04 11:24:48.291411][10025.221469026] 2025-12-04T11:24:48.2917048Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:24:48.2919772Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:24:48.291694] 2025-12-04T11:31:20.1278481Z 2025-12-04T11:31:20.1281864Z inductor/test_cpu_repro 2/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_2.3_af7a7618605d5555_.log 2025-12-04T11:31:20.1410048Z Running 285 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_ModularIndexing_range_issue_103133, test/inductor/test_cpu_repro.py::CPUReproTests::test__adaptive_avg_pool2d, test/inductor/test_cpu_repro.py::CPUReproTests::test_asinh_with_corner_inputs, test/inductor/test_cpu_repro.py::CPUReproTests::test_attention_size_mismatch, test/inductor/test_cpu_repro.py::CPUReproTests::test_auto_simd, test/inductor/test_cpu_repro.py::CPUReproTests::test_bool_max, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_scalar_cpp_tile_2d_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_complex_cholesky_mh_view_fallback, test/inductor/test_cpu_repro.py::CPUReproTests::test_concat_inner_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_store, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_packed, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_stride_constraints, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_used_from_multiple_places, test/inductor/test_cpu_repro.py::CPUReproTests::test_convert_int64_to_fp32_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_cpp_kernel_profile, test/inductor/test_cpu_repro.py::CPUReproTests::test_decomposed_dequant_relu_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_dequant_maxpool2d_lowering_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_disabled_amp_is_inference_False, test/inductor/test_cpu_repro.py::CPUReproTests::test_do_not_insert_to_dtype_for_memory_copy_only_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_double_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_eliminate_meaningless_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_embedding_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float16_shape_4,2048,4096, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_frexp, test/inductor/test_cpu_repro.py::CPUReproTests::test_in_out_buffer, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_put, test/inductor/test_cpu_repro.py::CPUReproTests::test_inplace_squeeze_needed, test/inductor/test_cpu_repro.py::CPUReproTests::test_insert_to_dtype_count, test/inductor/test_cpu_repro.py::CPUReproTests::test_int32_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_int_div, test/inductor/test_cpu_repro.py::CPUReproTests::test_invalid_index_of_empty_tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_ir_node_str, test/inductor/test_cpu_repro.py::CPUReproTests::test_issue122380, test/inductor/test_cpu_repro.py::CPUReproTests::test_large_mean, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_used_from_multiple_places, test/inductor/test_cpu_repro.py::CPUReproTests::test_local_buffer_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_logical_op_store_to_lowp_data_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_lowp_fp_neg_abs, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_change_input_sizes_cpu_unbatched_False_input_size_2_hidden_size_5_num_layers_3_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_2_seq_len_3, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_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_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_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_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_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_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_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_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_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_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_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_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_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_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_False_input_size_1_hidden_size_7_num_layers_1_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_False_input_size_1_hidden_size_7_num_layers_1_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_False_input_size_1_hidden_size_7_num_layers_1_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_False_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_1_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_1_hidden_size_7_num_layers_7_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_False_input_size_1_hidden_size_7_num_layers_7_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_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_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_1_hidden_size_7_num_layers_7_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_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_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_1_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_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_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_False_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_1_hidden_size_7_num_layers_7_bidirectional_False_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_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_False_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_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_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_1_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_False_input_size_1_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_1_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_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_1_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_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_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_False_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_1_bidirectional_True_bias_False_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_1_bidirectional_True_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_False_input_size_7_hidden_size_7_num_layers_1_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_False_input_size_7_hidden_size_7_num_layers_1_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_1_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_False_input_size_7_hidden_size_7_num_layers_1_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_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_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_False_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_bias_True_empty_state_False_batch_first_True_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_False_bias_True_empty_state_True_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_False_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_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_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_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_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_False_batch_first_False_batch_size_1_seq_len_7, 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_False_batch_first_True_batch_size_1_seq_len_7, 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_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_1_seq_len_7, 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_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_False_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_1_hidden_size_7_num_layers_1_bidirectional_False_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_False_bias_False_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_1_hidden_size_7_num_layers_1_bidirectional_False_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_1_hidden_size_7_num_layers_1_bidirectional_False_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_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_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_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_1_hidden_size_7_num_layers_1_bidirectional_False_bias_True_empty_state_False_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_False_bias_True_empty_state_True_batch_first_False_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_False_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_True_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_True_bias_False_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_1_hidden_size_7_num_layers_1_bidirectional_True_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_True_bias_False_empty_state_False_batch_first_False_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_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_7_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_7_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_7_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_7_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_True_batch_first_True_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_1_bidirectional_False_bias_False_empty_state_True_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_1_bidirectional_False_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_1_bidirectional_False_bias_False_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_7_hidden_size_7_num_layers_1_bidirectional_False_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_1_bidirectional_False_bias_True_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_7_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_7_hidden_size_7_num_layers_1_bidirectional_False_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_1_bidirectional_False_bias_True_empty_state_True_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_1_bidirectional_False_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_1_bidirectional_False_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_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_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_7_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_True_batch_first_True_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_1_bidirectional_True_bias_False_empty_state_True_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_1_bidirectional_True_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_7_hidden_size_7_num_layers_1_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_1_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_1_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_True_input_size_7_hidden_size_7_num_layers_1_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_True_input_size_7_hidden_size_7_num_layers_1_bidirectional_True_bias_True_empty_state_True_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_1_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_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_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_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_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_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_False_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_7_hidden_size_7_num_layers_7_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_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_empty_state_False_batch_first_True_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_False_bias_False_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_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_7_hidden_size_7_num_layers_7_bidirectional_False_bias_False_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_7_hidden_size_7_num_layers_7_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_7_hidden_size_7_num_layers_7_bidirectional_False_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_False_bias_True_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_7_hidden_size_7_num_layers_7_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_7_hidden_size_7_num_layers_7_bidirectional_False_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_False_bias_True_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_7_hidden_size_7_num_layers_7_bidirectional_False_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_7_hidden_size_7_num_layers_7_bidirectional_True_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_7_hidden_size_7_num_layers_7_bidirectional_True_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_7_hidden_size_7_num_layers_7_bidirectional_True_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_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_False_batch_first_True_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_False_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_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_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_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_False_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_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_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_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_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_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_True_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_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_True_batch_first_False_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_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_True_batch_first_True_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_with_pre_loop_collapse_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_multihead_attention_cpu, test/inductor/test_cpu_repro.py::CPUReproTests::test_nn_param_assign, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_op_squeeze, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_ops_masked_with_bool_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_outer_mean_large_size, test/inductor/test_cpu_repro.py::CPUReproTests::test_pack_padded_sequence_lstm, test/inductor/test_cpu_repro.py::CPUReproTests::test_parallel_num_threads, test/inductor/test_cpu_repro.py::CPUReproTests::test_parallel_reduction_vectorization, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_int8_bf16_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_module_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_uint8_bf16_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_tensor_fake_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduce_with_masked, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_float_to_int64, test/inductor/test_cpu_repro.py::CPUReproTests::test_redundant_to_node_elimination_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_repeat_interleave, test/inductor/test_cpu_repro.py::CPUReproTests::test_scalar_mul_bfloat16, test/inductor/test_cpu_repro.py::CPUReproTests::test_select_tiliing_with_index_expr, test/inductor/test_cpu_repro.py::CPUReproTests::test_share_local_buffers_in_outer_loop_fusion, test/inductor/test_cpu_repro.py::CPUReproTests::test_skip_cpp_codegen, test/inductor/test_cpu_repro.py::CPUReproTests::test_slice_scatter_issue122291, test/inductor/test_cpu_repro.py::CPUReproTests::test_softmax_with_zero_dim, test/inductor/test_cpu_repro.py::CPUReproTests::test_store_reduction, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_load_decomposed_dequant_add_relu_quant_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_torch_linalg_qr_tuple_slice, test/inductor/test_cpu_repro.py::CPUReproTests::test_torch_logit, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_copy, test/inductor/test_cpu_repro.py::CPUReproTests::test_transpose_sum2d_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_two_local_buffers_in_outer_loop_fusion_case2, test/inductor/test_cpu_repro.py::CPUReproTests::test_uint32_pointwise_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_bitwise, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_cpu_only_for_all_available_isa, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_vec_indirect_load_cse_cache, test/inductor/test_cpu_repro.py::CPUReproTests::test_vector_norm_compile 2025-12-04T11:31:20.1535266Z 2025-12-04T11:31:20.1535590Z Finished inductor/test_cpu_repro 2/3 ... [2025-12-04 11:31:20.128296][10417.058348853], took 6.53min 2025-12-04T11:31:20.1536354Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cpu_repro/inductor.test_cpu_repro-85229d3d07d6f40e.xml 2025-12-04T11:31:21.2923122Z Uploading artifacts took 1.07 seconds 2025-12-04T11:31:21.2925720Z Running inductor/test_smoke 1/1 ... [2025-12-04 11:31:21.292363][10418.222418649] 2025-12-04T11:31:21.2926436Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:31:21.2929111Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:31:21.292688] 2025-12-04T11:31:26.5323271Z 2025-12-04T11:31:26.5324074Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_2c8f271b5c8967b3_.log 2025-12-04T11:31:26.5324697Z 2025-12-04T11:31:26.5325002Z Finished inductor/test_smoke 1/1 ... [2025-12-04 11:31:26.532076][10423.46213164], took 0.09min 2025-12-04T11:31:26.5368775Z Running inductor/test_fused_attention 1/1 ... [2025-12-04 11:31:26.536653][10423.466711164] 2025-12-04T11:31:26.5369248Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:31:26.5372101Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fused_attention.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:31:26.536965] 2025-12-04T11:34:01.4594861Z 2025-12-04T11:34:01.4596634Z 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_b45d0e121ed6ae2b_.log 2025-12-04T11:34:01.4632308Z 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 2025-12-04T11:34:01.4663811Z 2025-12-04T11:34:01.4664055Z Finished inductor/test_fused_attention 1/1 ... [2025-12-04 11:34:01.459317][10578.389366891], took 2.58min 2025-12-04T11:34:01.4664871Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_fused_attention/inductor.test_fused_attention-08c7d5499d2e8d8b.xml 2025-12-04T11:34:01.5471767Z Running inductor/test_mkldnn_pattern_matcher 2/2 ... [2025-12-04 11:34:01.546906][10578.476963284] 2025-12-04T11:34:01.5472262Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:34:01.5475137Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:34:01.547227] 2025-12-04T11:39:27.1307351Z 2025-12-04T11:39:27.1308602Z 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_d3767f992137dd7c_.log 2025-12-04T11:39:27.1365794Z Running 138 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_sum_cpu, 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 2025-12-04T11:39:27.1429271Z 2025-12-04T11:39:27.1429552Z Finished inductor/test_mkldnn_pattern_matcher 2/2 ... [2025-12-04 11:39:27.130911][10904.060963417], took 5.43min 2025-12-04T11:39:27.1430446Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_mkldnn_pattern_matcher/inductor.test_mkldnn_pattern_matcher-a0821aa6d4c3cffb.xml 2025-12-04T11:39:27.2171858Z Running inductor/test_triton_cpu_backend 1/1 ... [2025-12-04 11:39:27.216950][10904.147007591] 2025-12-04T11:39:27.2172353Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:39:27.2175201Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_cpu_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:39:27.217251] 2025-12-04T11:39:32.9382216Z 2025-12-04T11:39:32.9383467Z 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_659af43227f0fb8b_.log 2025-12-04T11:39:32.9384294Z 2025-12-04T11:39:32.9384597Z Finished inductor/test_triton_cpu_backend 1/1 ... [2025-12-04 11:39:32.937990][10909.86804432], took 0.10min 2025-12-04T11:39:32.9430782Z Running inductor/test_flex_decoding 3/3 ... [2025-12-04 11:39:32.942848][10909.87290575] 2025-12-04T11:39:32.9431239Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:39:32.9434429Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_flex_decoding.py', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:39:32.943186] 2025-12-04T11:47:16.1162303Z 2025-12-04T11:47:16.1163246Z inductor/test_flex_decoding 3/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_flex_decoding_3.3_b5f668f0a4de9e3b_.log 2025-12-04T11:47:16.1230619Z Running 179 items in this shard: test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod0_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod0_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod2_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod3_head_dims2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod4_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod6_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod7_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_bfloat16_score_mod7_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod2_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod3_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod4_BLOCK_SIZE_64_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod5_BLOCK_SIZE_128_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_bfloat16_score_mod6_BLOCK_SIZE2_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod0_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod1_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod2_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod3_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod4_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod6_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float16_score_mod8_BLOCK_SIZE_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod0_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod1_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod5_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod6_BLOCK_SIZE3_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod6_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod7_BLOCK_SIZE2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_different_block_size_float32_score_mod7_BLOCK_SIZE_64_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod0_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod1_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod5_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod7_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float16_score_mod8_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod0_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod0_head_dims2_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod1_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod2_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod3_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod4_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod6_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod7_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod7_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_builtin_score_mods_float32_score_mod8_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_all_dims_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_captured_buffers_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_decode_at_different_input_position_float16_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_function_composition_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod0_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod1_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod1_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod2_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod2_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod3_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod5_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod5_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_head_dependent_mask_mod_float16_score_mod8_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims0_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims0_batch_dims2_score_mod3_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims0_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims1_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims2_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims1_batch_dims3_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod4_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims0_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod5_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims1_score_mod7_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims2_score_mod6_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_kv_batch_broadcast_float16_head_dims2_batch_dims3_score_mod8_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_load_from_bias_seq_batch_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_load_from_bias_seq_only_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_logsumexp_correctness_float32_score_mod0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_njt_causal_bfloat16_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_njt_causal_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_multi_token_offset_mask_with_captured_buffer_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_offset_mask_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_divisible_offset_mask_with_captured_buffer_cuda, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod0_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod1_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod2_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod3_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod4_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod5_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod6_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_bfloat16_head_dims0_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod7_float16_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_bfloat16_head_dims1_cuda_bfloat16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float32_head_dims0_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_non_equal_head_dims_score_mod8_float32_head_dims1_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_padded_dense_causal_float16_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod0_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod1_head_dims2_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod2_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod3_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims0_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims0_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod4_head_dims2_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod5_head_dims2_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod6_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_128_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod7_head_dims1_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims0_page_size_64_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims1_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_paged_attention_page_size_float16_score_mod8_head_dims2_page_size_256_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_skip_odd_keys_float32_cuda_float32, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s1_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s1_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s0_v_s2_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s1_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s1_v_s3_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s1_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s2_v_s3_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s0_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s0_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s0_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s2_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s2_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s3_head_dims0_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s3_head_dims1_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_strided_inputs_float16_k_s3_v_s3_head_dims2_cuda_float16, test/inductor/test_flex_decoding.py::TestFlexDecodingCUDA::test_windowed_partial_block_vs_sdpa_paged_attention_cuda 2025-12-04T11:47:16.1295523Z 2025-12-04T11:47:16.1295757Z Finished inductor/test_flex_decoding 3/3 ... [2025-12-04 11:47:16.116255][11373.046312229], took 7.72min 2025-12-04T11:47:16.1296556Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_flex_decoding/inductor.test_flex_decoding-69a756f609a58e7c.xml 2025-12-04T11:47:16.2033521Z Running inductor/test_pad_mm 1/1 ... [2025-12-04 11:47:16.203104][11373.133163275] 2025-12-04T11:47:16.2033976Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:47:16.2036724Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_pad_mm.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:47:16.203417] 2025-12-04T11:47:21.6768909Z 2025-12-04T11:47:21.6770398Z inductor/test_pad_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_pad_mm_1.1_8be65aef454f0329_.log 2025-12-04T11:47:21.6777794Z Running 19 items in this shard: test/inductor/test_pad_mm.py::PadMMTest::test_cat_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_cat_padding, test/inductor/test_pad_mm.py::PadMMTest::test_exclude_padding, test/inductor/test_pad_mm.py::PadMMTest::test_no_autocast_in_pad_bmm_joint_graph_pass, test/inductor/test_pad_mm.py::PadMMTest::test_original_aten_preserved_pad_mm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_2d_bias, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_addmm_dyn_mn, test/inductor/test_pad_mm.py::PadMMTest::test_pad_batch, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_b, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_bm, test/inductor/test_pad_mm.py::PadMMTest::test_pad_bmm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_bf16, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_k, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_m, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_mnk, test/inductor/test_pad_mm.py::PadMMTest::test_pad_mm_dyn_n, test/inductor/test_pad_mm.py::PadMMTest::test_pad_single_cat, test/inductor/test_pad_mm.py::PadMMTest::test_zero_dim 2025-12-04T11:47:21.6781729Z 2025-12-04T11:47:21.6781936Z Finished inductor/test_pad_mm 1/1 ... [2025-12-04 11:47:21.676543][11378.606595001], took 0.09min 2025-12-04T11:47:21.6820269Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_pad_mm/inductor.test_pad_mm-ea49225a5a5d5420.xml 2025-12-04T11:47:21.7175625Z Running inductor/test_triton_syntax 1/1 ... [2025-12-04 11:47:21.717345][11378.647403981] 2025-12-04T11:47:21.7176079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:47:21.7178742Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_syntax.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:47:21.717639] 2025-12-04T11:47:32.9011645Z 2025-12-04T11:47:32.9013111Z inductor/test_triton_syntax 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_syntax_1.1_79b50bc75933a345_.log 2025-12-04T11:47:32.9015048Z Running 1 items in this shard: test/inductor/test_triton_syntax.py::TestTritonSyntacticallyValid::test_triton_sqrt 2025-12-04T11:47:32.9015523Z 2025-12-04T11:47:32.9015748Z Finished inductor/test_triton_syntax 1/1 ... [2025-12-04 11:47:32.900779][11389.830831562], took 0.19min 2025-12-04T11:47:32.9061803Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_triton_syntax/inductor.test_triton_syntax-9efb4eb5be2188d0.xml 2025-12-04T11:47:32.9893522Z Running inductor/test_triton_extension_backend 1/1 ... [2025-12-04 11:47:32.989105][11389.91916337] 2025-12-04T11:47:32.9894048Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:47:32.9897089Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_extension_backend.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:47:32.989408] 2025-12-04T11:47:38.8638686Z 2025-12-04T11:47:38.8640123Z inductor/test_triton_extension_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_extension_backend_1.1_9883b7d6950abaff_.log 2025-12-04T11:47:38.8640997Z Running 0 items in this shard: 2025-12-04T11:47:38.8641171Z 2025-12-04T11:47:38.8641498Z Finished inductor/test_triton_extension_backend 1/1 ... [2025-12-04 11:47:38.863582][11395.793632339], took 0.10min 2025-12-04T11:47:38.8688339Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_triton_extension_backend/inductor.test_triton_extension_backend-100e44208ffbbf5c.xml 2025-12-04T11:47:38.8974605Z Running test_sparse_semi_structured 1/1 ... [2025-12-04 11:47:38.897228][11395.82728616] 2025-12-04T11:47:38.8975070Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:47:38.8977785Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_semi_structured.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:47:38.897514] 2025-12-04T11:48:07.2598259Z 2025-12-04T11:48:07.2599238Z test_sparse_semi_structured 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_semi_structured_1.1_5425ab822e585fc4_.log 2025-12-04T11:48:07.2688377Z Running 218 items in this shard: test/test_sparse_semi_structured.py::SparseSemiStructuredTensorCompileTest::test_mlp_contiguous_relu_compile_cusparselt, test/test_sparse_semi_structured.py::SparseSemiStructuredTensorCompileTest::test_mlp_contiguous_relu_compile_cutlass, test/test_sparse_semi_structured.py::SparseSemiStructuredTensorCompileTest::test_sp24_compile, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_indices_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_indices_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape0_inference_mode_False_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape0_inference_mode_False_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape0_inference_mode_True_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape0_inference_mode_True_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape1_inference_mode_False_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape1_inference_mode_False_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape1_inference_mode_True_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape1_inference_mode_True_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape2_inference_mode_False_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape2_inference_mode_False_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape2_inference_mode_True_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape2_inference_mode_True_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape3_inference_mode_False_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape3_inference_mode_False_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape3_inference_mode_True_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_linear_dense_input_shape3_inference_mode_True_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_min_sparse_shape_backend_cusparselt_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_min_sparse_shape_backend_cusparselt_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_min_sparse_shape_backend_cusparselt_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_min_sparse_shape_backend_cutlass_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_min_sparse_shape_backend_cutlass_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_min_sparse_shape_backend_cutlass_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape0_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape0_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape1_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape1_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape2_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape2_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape3_backend_cusparselt_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mlp_dense_input_shape3_backend_cutlass_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape0_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape0_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape0_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape1_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape1_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape1_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape2_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape2_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cusparselt_dense_input_shape2_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape0_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape0_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape0_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape1_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape1_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape1_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape2_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape2_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NN_backend_cutlass_dense_input_shape2_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NT_backend_cusparselt_dense_input_shape0_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NT_backend_cusparselt_dense_input_shape0_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NT_backend_cusparselt_dense_input_shape0_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUDA::test_mm_sparse_first_NT_backend_cusparselt_dense_input_shape1_cuda_bfloat16, 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test/test_sparse_semi_structured.py::TestSparseSemiStructuredTrainingCUDA::test_sp24_apply_dense_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredTrainingCUDA::test_sp24_matmuls_bmm_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredTrainingCUDA::test_sp24_matmuls_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredTrainingCUDA::test_sp24_matmuls_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredTrainingCUDA::test_sp24_matmuls_mat_vec_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_compile_autotune_bfloat16_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_compile_autotune_float16_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_compile_autotune_int32_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_mixed_dtype_bfloat16_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_mixed_dtype_float16_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_alpha_mixed_dtype_int32_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_mixed_dtype_bfloat16_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_mixed_dtype_float16_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_mixed_dtype_int32_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_search_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_search_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cslt_sparse_mm_search_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_csrc_cslt_sparse_mm_search_cuda_bfloat16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_csrc_cslt_sparse_mm_search_cuda_float16, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_csrc_cslt_sparse_mm_search_cuda_int8, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_cusparselt_backend_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_sparse_fp8fp8_mm_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_sparse_semi_structured_scaled_mm_bfloat16_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_sparse_semi_structured_scaled_mm_float16_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_sparse_semi_structured_scaled_mm_float32_dense_input_shape0_cuda, test/test_sparse_semi_structured.py::TestSparseSemiStructuredCUSPARSELTCUDA::test_sparse_semi_structured_scaled_mm_fp8_cuda 2025-12-04T11:48:07.2768904Z 2025-12-04T11:48:07.2769144Z Finished test_sparse_semi_structured 1/1 ... [2025-12-04 11:48:07.259937][11424.189990583], took 0.47min 2025-12-04T11:48:07.2769943Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_sparse_semi_structured/test_sparse_semi_structured-fc44d0b2ae176b3f.xml 2025-12-04T11:48:07.3584605Z Running inductor/test_cutedsl_grouped_mm 1/1 ... [2025-12-04 11:48:07.358197][11424.28825377] 2025-12-04T11:48:07.3585079Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:48:07.3587815Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cutedsl_grouped_mm.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:48:07.358519] 2025-12-04T11:48:10.2278544Z 2025-12-04T11:48:10.2279558Z inductor/test_cutedsl_grouped_mm 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cutedsl_grouped_mm_1.1_57de7fbeebb20b9d_.log 2025-12-04T11:48:10.2291394Z Running 24 items in this shard: test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_contiguous_layout_B_broadcasted, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_contiguous_layout_B_contiguous, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_offset_layout_B_broadcasted, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_offset_layout_B_contiguous, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_padded_layout_B_broadcasted, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_padded_layout_B_contiguous, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_view_layout_B_broadcasted, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_assorted_layouts_layout_A_view_layout_B_contiguous, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_1024_K_128_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_1024_K_128_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_1024_K_64_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_1024_K_64_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_256_K_128_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_256_K_128_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_256_K_64_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_2_M_hint_256_K_64_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_1024_K_128_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_1024_K_128_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_1024_K_64_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_1024_K_64_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_256_K_128_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_256_K_128_N_256, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_256_K_64_N_128, test/inductor/test_cutedsl_grouped_mm.py::TestCuTeDSLGroupedGemm::test_grouped_gemm_basic_group_size_8_M_hint_256_K_64_N_256 2025-12-04T11:48:10.2301629Z 2025-12-04T11:48:10.2301887Z Finished inductor/test_cutedsl_grouped_mm 1/1 ... [2025-12-04 11:48:10.227648][11427.157703139], took 0.05min 2025-12-04T11:48:10.2331860Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cutedsl_grouped_mm/inductor.test_cutedsl_grouped_mm-cbd57572c3bf9a69.xml 2025-12-04T11:48:10.2647603Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-12-04 11:48:10.264512][11427.19456997] 2025-12-04T11:48:10.2648091Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:48:10.2650878Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:48:10.264819] 2025-12-04T11:48:13.9859737Z 2025-12-04T11:48:13.9861373Z inductor/test_cpp_wrapper_hipify 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpp_wrapper_hipify_1.1_ff5c0994d877a2e8_.log 2025-12-04T11:48:13.9863364Z Running 3 items in this shard: test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_aoti_driver_header, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_basic_declaration, test/inductor/test_cpp_wrapper_hipify.py::TestCppWrapperHipify::test_hipify_cross_platform 2025-12-04T11:48:13.9864650Z 2025-12-04T11:48:13.9865214Z Finished inductor/test_cpp_wrapper_hipify 1/1 ... [2025-12-04 11:48:13.985609][11430.915658452], took 0.06min 2025-12-04T11:48:13.9915945Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cpp_wrapper_hipify/inductor.test_cpp_wrapper_hipify-f8b5125f3c31fb81.xml 2025-12-04T11:48:14.0235056Z Running inductor/test_async_compile 1/1 ... [2025-12-04 11:48:14.023255][11430.953312399] 2025-12-04T11:48:14.0235555Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:48:14.0238203Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_async_compile.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:48:14.023568] 2025-12-04T11:48:50.2470619Z 2025-12-04T11:48:50.2472520Z inductor/test_async_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_async_compile_1.1_e3e2714b88ba7674_.log 2025-12-04T11:48:50.2475755Z Running 8 items in this shard: test/inductor/test_async_compile.py::TestAsyncCompile::test_autotune_lookup_table_method_fork, test/inductor/test_async_compile.py::TestAsyncCompile::test_autotune_lookup_table_method_spawn, test/inductor/test_async_compile.py::TestAsyncCompile::test_autotune_lookup_table_method_subprocess, test/inductor/test_async_compile.py::TestAsyncCompile::test_bad_kernel, test/inductor/test_async_compile.py::TestAsyncCompile::test_pool_method_fork, test/inductor/test_async_compile.py::TestAsyncCompile::test_pool_method_spawn, test/inductor/test_async_compile.py::TestAsyncCompile::test_pool_method_subprocess, test/inductor/test_async_compile.py::TestAsyncCompile::test_wait_pool_ready 2025-12-04T11:48:50.2478309Z 2025-12-04T11:48:50.2478539Z Finished inductor/test_async_compile 1/1 ... [2025-12-04 11:48:50.246541][11467.176592725], took 0.60min 2025-12-04T11:48:50.2528050Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_async_compile/inductor.test_async_compile-64edbc2231cd81d5.xml 2025-12-04T11:48:50.3374457Z Running export/test_export_training_ir_to_run_decomp 1/1 ... [2025-12-04 11:48:50.337145][11467.267198089] 2025-12-04T11:48:50.3374983Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:48:50.3377544Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:48:50.337468] 2025-12-04T11:54:07.5019236Z 2025-12-04T11:54:07.5022754Z export/test_export_training_ir_to_run_decomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_1.1_5b0e05340aefb4d6_.log 2025-12-04T11:54:07.5438105Z Running 880 items in this shard: test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_slice_unbacked_dim1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_no_grad_param_inplace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_assume_static_by_default_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_not_in_range_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_constraints_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_inline_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_maxsize_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_slice_unbacked_dim1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_export_strict_narrow_unbacked_expr_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_no_grad_param_inplace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestDynamismExpression::test_reshape_view_backed_size_oblivious_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_additional_inputs_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_annotate_on_assert_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_args_type_checked_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attention_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_attr_assignment_extra_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_constrain_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_baddbmm_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_bincount_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_buffer_util_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_constructor_torch_ir_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_constructor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_capture_subclass_wrong_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_ccode_python_mod_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cdist_forward_compute_mode_zero_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_check_specialized_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_checks_to_constrain_range_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colin_unbacked_backed_vr_sub_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_colon_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_compiling_state_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_access_identical_symint_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_branches_return_constant_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_branches_return_same_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_int_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_aliasing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_input_naming_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_no_user_inp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_dup_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_requires_grad_const_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_return_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_with_non_functional_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constant_tensor_with_non_functional_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_in_eager_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_conv_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_crop_like_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_cse_for_symint_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_op_preserve_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_default_decomposition_core_cia_ops_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_1_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_integer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_detect_leak_nonstrict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_detect_leak_nonstrict_with_stacktrace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_detect_leak_strict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_gpu_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_float_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_device_to_static_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_1_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_auto_and_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_hint_range_violations_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dim_hint_ranges_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_gather_into_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_gather_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_reduce_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_all_to_all_single_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_distributed_reduce_scatter_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_double_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_lr_shift_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_bounds_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_dataclass_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_inferred_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_shapes_wrapped_with_shape_guards_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_dynamic_sym_round_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_ends_of_bounds_oblivious_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_enum_str_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_exception_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_expand_copy_export_handles_implicit_true_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_as_backend_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_lifted_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_symbol_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_associative_scan_symbol_scandim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_aten_to_unflatten_subclass_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_aten_to_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_op_lib_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_triton_kernel_mutable_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_custom_triton_kernel_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_cyclic_reference_leak_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_decomps_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_dynamo_config_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_function_schema_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_bug_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_leak_compile_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_max_nonstrict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_max_onnx_reported_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_mod_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_rnn_variants_with_warning_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_scan_pytree_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_script_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_statically_known_true_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_autocast_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_inline_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fake_weights_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_filter_traceback_frames_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_flex_attention_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_from_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_float_conversion_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_fqn_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_from_node_metadata_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_full_on_scalar_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_function_holding_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hints_wrapper_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_functional_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inductor_backend_inside_nonstrict_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_class_method_recursive_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_class_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_inline_script_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_int_shape_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_intermediate_shape_comp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_invalid_pytree_dynamo_graph_capture_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_exporting_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_is_nonzero_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_isnonzero_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_113041_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_157289_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_issue_161902_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_istft_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwarg_dynamic_shapes_diff_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_kwargs_reorder_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_layer_norm_unbacked_normalized_shape_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_layer_sharing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lazy_module_kwargs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_linear_conv_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_malformed_fqn_from_source_name_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_map_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mask_nonzero_static_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_masked_select_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_math_pow_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_mixed_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_dict_key_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_input_subclasses_parameterization_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_list_slice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_more_multidimensional_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multidimensional_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multinomial_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_namedtuple_input_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_native_multi_attention_head_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_fake_tensor_leak_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nested_module_with_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_check_is_size_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_3_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_no_tensor_computation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_persistent_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_none_buffers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_2_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_nonzero_dynamic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_not_registered_parameter_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_operator_aten_tensor_mode_variant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_output_node_name_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pad_sequence_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_param_util_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_partial_patched_forward_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_order_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_naming_order_variadic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_placeholder_update_preserving_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_cond_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_annotation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_profiling_code_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_python_asserts_with_sym_int_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_data_class_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_range_constraints_with_replacement_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_redundant_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_register_constant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_repeat_interleave_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_replace_unbacked_with_very_large_upperbound_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_replaced_unbacked_bindings_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_reshape_view_helper_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retracable_ep_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_retrace_pre_autograd_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decompositions_keep_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_runtime_assert_with_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sdpa_gqa_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sequential_slicing_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_example_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_as_side_effect_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_empty_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_set_grad_unflatten_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_shared_submodule_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_export_for_training_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_simple_unbacked_view_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_size_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_slice_nn_module_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_stack_trace_make_fx_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_stack_trace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_primitives_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_state_tensors_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_static_dim_constraints_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_context_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_complicated_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_const_metadata_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclass_nested_attr_access_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclasses_parameterization_nested_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_subclasses_parameterization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggest_torch_checks_with_non_negative_check_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggest_torch_checks_with_regular_check_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_float_operators_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_or_sym_and_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_sym_sqrt_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symbool_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symfloat_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_additional_inputs_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_basic_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_ranges_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_shapes_collection_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_input_specialization_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_item_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_output_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_symint_tensor_return_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tag_ac_export_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_aten_to_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tolist_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_torch_fn_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_trace_under_fake_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_tril_dynamic_diagonal_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_triu_dynamic_diagonal_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_3d_matmul_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bincount_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_expand_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_infer_size_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_kth_value_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_linear_layer_norm_input_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_noncontig_lin_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_pad_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_scalar_constructor_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_slice_forward_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_slice_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_stack_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_to_cond_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unbacked_unsqueeze_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_asserts_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_buffer_update_child2parent_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_closure_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_isinstance_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_no_unroll_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_placeholder_update_child2parent_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_aliases_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_unused_constant_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_uplift_common_custom_meta_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_uplift_common_custom_meta_with_multiple_calls_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_use_embedding_twice_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_vmap_custom_autograd_function_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_vmap_to_assert_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_vmap_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_where_decomp_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_assert_separation_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_index_assertions_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_simple_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_while_loop_tensor_constant_idx_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportTestExport::test_wrapper_module_training_ir_to_decomp_strict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test__scaled_dot_product_flash_attention_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_additional_inputs_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_allow_explicit_guards_as_runtime_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_annotate_on_assert_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_args_type_checked_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_aten_lift_fresh_copy_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attention_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_attr_assignment_extra_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_constrain_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_constant_relation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_linear_relation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_automatic_dynamic_shapes_simple_equality_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_baddbmm_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_fake_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_non_strict_real_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_bincount_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_buffer_util_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_constructor_torch_ir_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_constructor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_capture_subclass_wrong_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_ccode_python_mod_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cdist_forward_compute_mode_zero_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_check_specialized_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_checks_to_constrain_range_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cleanup_dynamic_markers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colin_unbacked_backed_vr_sub_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_colon_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_compiling_state_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_access_identical_symint_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_branches_return_constant_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_branches_return_same_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_contains_unbacked_no_escape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_int_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cond_with_module_stack_export_with_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_aliasing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_input_naming_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_no_user_inp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_dup_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_requires_grad_const_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_return_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_with_non_functional_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constant_tensor_with_non_functional_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_in_eager_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_constrain_value_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_constrain_size_with_various_cases_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_conv_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_crop_like_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_cse_for_symint_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_functionalize_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_auto_warn_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_op_preserve_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_custom_tag_metadata_re_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_batch_norm_functional_predispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_after_decomposition_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_decomp_item_in_prim_before_decomposition_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_default_decomposition_core_cia_ops_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_1_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_integer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_repeat_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_simplified_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_out_of_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_derived_dim_repeat_derived_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_detect_leak_nonstrict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_detect_leak_nonstrict_with_stacktrace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_detect_leak_strict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_gpu_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_float_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_device_to_static_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_1_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_auto_and_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_divisibility_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_hint_range_violations_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dim_hint_ranges_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_disable_forced_specializations_ok_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_gather_into_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_gather_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_reduce_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_all_to_all_single_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_distributed_reduce_scatter_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dont_duck_size_for_auto_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_double_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_aliasing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_list_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_checks_mutation_with_nan_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_fake_kernel_inference_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_draft_export_infers_fake_kernel_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_duplicate_modules_with_non_persistent_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_lr_shift_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_bounds_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_builder_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_dataclass_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_inferred_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_generic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_user_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_serdes_various_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_spec_with_pytree_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_shapes_wrapped_with_shape_guards_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_dynamic_sym_round_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_ends_of_bounds_oblivious_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_enum_str_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_does_not_reference_eager_fallback_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_error_when_passing_mutating_primitive_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_exception_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_expand_copy_export_handles_implicit_true_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_api_with_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_as_backend_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_lifted_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_symbol_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_associative_scan_symbol_scandim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_aten_to_unflatten_subclass_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_aten_to_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_symbool_pred_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cond_warns_constant_pred_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_basic_pop_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_decomp_table_container_methods_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_op_lib_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_triton_kernel_mutable_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_custom_triton_kernel_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_cyclic_reference_leak_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomp_torture_case_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_decomps_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_dynamo_config_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_run_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_container_type_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_for_training_with_state_dict_hooks_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_default_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_keyword_only_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_pytree_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_keyword_pytree_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_func_with_var_postional_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_function_schema_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_graph_with_no_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_bug_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_dynamic_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_input_mutation_static_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_leak_compile_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_linear_preserve_dynamic_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_max_nonstrict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_max_onnx_reported_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_mod_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_at_aot_level_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_preserve_linear_but_not_custom_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_rnn_variants_with_warning_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_scan_pytree_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_script_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_statically_known_true_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_then_compile_tensor_ctor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_autocast_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_fake_tensor_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_complex_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_inline_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_set_grad_enabled_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_export_with_wrong_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_external_call_non_strict_real_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fake_weights_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_filter_traceback_frames_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_flex_attention_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_from_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_float_conversion_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_fqn_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_from_node_metadata_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_full_on_scalar_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_function_holding_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hints_wrapper_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_hoo_inline_users_issue_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_functional_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_if_post_autograd_op_preserved_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inductor_backend_inside_nonstrict_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_class_method_recursive_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_class_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_inline_script_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_int_shape_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_intermediate_shape_comp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_invalid_pytree_dynamo_graph_capture_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_exporting_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_is_nonzero_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_isnonzero_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_113041_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_157289_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_issue_161902_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_istft_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_invalid_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_for_training_ir_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_keep_composite_ops_linear_convd_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwarg_dynamic_shapes_diff_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_kwargs_reorder_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_layer_norm_unbacked_normalized_shape_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_layer_sharing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lazy_module_kwargs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_linear_conv_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_malformed_fqn_from_source_name_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_map_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mask_nonzero_static_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_masked_select_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_math_pow_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mismatched_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_mixed_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_dict_key_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_input_subclasses_parameterization_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_list_slice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_module_with_dict_container_inp_out_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_modules_access_for_deleted_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_more_multidimensional_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multidimensional_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multinomial_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_multiple_definitions_same_name_dim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_namedtuple_input_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_native_multi_attention_head_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_dynamic_shapes_spec_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_fake_tensor_leak_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_constant_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_init_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nested_module_with_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_shared_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_check_is_size_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_suggested_fixes_for_data_dependent_errors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_3_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_no_tensor_computation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_persistent_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_suggested_fixes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_non_strict_dynamic_shapes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_none_buffers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonstrict_retrace_preserves_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_2_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_nonzero_dynamic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_not_registered_parameter_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_operator_aten_tensor_mode_variant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_output_node_name_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pad_sequence_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_param_util_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_partial_patched_forward_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_hoo_subgraphs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_collisions_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_order_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_naming_order_variadic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_placeholder_update_preserving_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_cond_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_predispatch_grad_wrappers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_annotation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_module_call_signature_unflatten_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_requires_grad_placeholders_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_preserve_shape_dynamism_for_unused_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_profiling_code_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_python_asserts_with_sym_int_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_data_class_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_pytree_register_nested_data_class_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_range_constraints_with_replacement_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_alias_dtype_mismatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_bool_cast_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_errors_on_aliasing_custom_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_for_max_op_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_real_tensor_size_mismatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_assert_max_upper_bound_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_redundant_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_refine_dynamic_shapes_from_suggested_fixes_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_register_constant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_repeat_interleave_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_replace_unbacked_with_very_large_upperbound_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_replaced_unbacked_bindings_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_reshape_view_helper_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retracable_ep_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_retrace_pre_autograd_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decomposition_supports_user_input_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decompositions_keep_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_run_decompositions_keep_tensor_constant_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prim_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_for_prm_str_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_runtime_assert_with_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sdpa_gqa_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sequential_slicing_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_example_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_as_side_effect_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_empty_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_set_grad_unflatten_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_setgrad_lifted_tensor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_shared_submodule_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_export_for_training_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_simple_unbacked_view_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_size_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_slice_nn_module_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_solver_unsupported_sympy_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_specialize_derived_dim_roots_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_split_const_gm_with_lifted_constants_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_stack_trace_make_fx_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_stack_trace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_primitives_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_shape_attribute_assignment_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_state_tensors_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_static_dim_constraints_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_context_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_complicated_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_const_metadata_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclass_nested_attr_access_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclasses_parameterization_nested_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_subclasses_parameterization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggest_torch_checks_with_non_negative_check_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggest_torch_checks_with_regular_check_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_suggested_fixes_new_roots_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_float_operators_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_or_sym_and_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_sym_sqrt_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symbool_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symfloat_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_additional_inputs_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_basic_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_ranges_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_shapes_collection_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_input_specialization_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_item_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_output_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_symint_tensor_return_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tag_ac_export_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_attribute_zero_args_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_aten_to_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tensor_constant_with_wrapped_method_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_to_module_with_mutated_buffer_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tolist_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_check_eq_commutativity_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_torch_fn_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_trace_under_fake_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_train_eval_on_exported_preautograd_module_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_tril_dynamic_diagonal_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_triu_dynamic_diagonal_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_3d_matmul_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bincount_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_bindings_for_divisible_u_symint_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_deferred_runtime_retrace_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_expand_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_infer_size_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_kth_value_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_linear_layer_norm_input_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_noncontig_lin_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_pad_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_scalar_constructor_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_slice_forward_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_slice_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_stack_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_passthrough_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_to_cond_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unbacked_unsqueeze_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_asserts_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_buffer_update_child2parent_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_closure_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_isinstance_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_dispatch_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_shared_submodule_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_multiple_graphs_state_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_no_unroll_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_placeholder_update_child2parent_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_5_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_6_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_buf_8_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_const_preserving_3_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_6_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_9_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unflatten_random_dag_preserving_4_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_aliases_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_unused_constant_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_uplift_common_custom_meta_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_uplift_common_custom_meta_with_multiple_calls_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_use_embedding_twice_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_user_input_and_buffer_mutation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_vmap_custom_autograd_function_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_vmap_to_assert_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_vmap_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_where_decomp_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_assert_separation_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_index_assertions_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_simple_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_while_loop_tensor_constant_idx_training_ir_to_decomp_nonstrict, test/export/test_export_training_ir_to_run_decomp.py::TrainingIRToRunDecompExportNonStrictTestExport::test_wrapper_module_training_ir_to_decomp_nonstrict 2025-12-04T11:54:07.5839327Z 2025-12-04T11:54:07.5839605Z Finished export/test_export_training_ir_to_run_decomp 1/1 ... [2025-12-04 11:54:07.503706][11784.433761692], took 5.29min 2025-12-04T11:54:07.5840528Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_export_training_ir_to_run_decomp/export.test_export_training_ir_to_run_decomp-5d92be2c606a2fbb.xml 2025-12-04T11:54:08.8059032Z Uploading artifacts took 1.18 seconds 2025-12-04T11:54:08.8063396Z Running inductor/test_xpu_basic 1/1 ... [2025-12-04 11:54:08.806097][11785.736151583] 2025-12-04T11:54:08.8063851Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:54:08.8066921Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_xpu_basic.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:54:08.806441] 2025-12-04T11:54:14.5038369Z 2025-12-04T11:54:14.5039353Z inductor/test_xpu_basic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_xpu_basic_1.1_d7929acfcf1b30b0_.log 2025-12-04T11:54:14.5040000Z 2025-12-04T11:54:14.5040674Z Finished inductor/test_xpu_basic 1/1 ... [2025-12-04 11:54:14.503544][11791.433600135], took 0.09min 2025-12-04T11:54:14.5097202Z Running dynamo/test_inline_and_install 1/1 ... [2025-12-04 11:54:14.509450][11791.439509738] 2025-12-04T11:54:14.5097682Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:54:14.5100714Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_inline_and_install.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:54:14.509762] 2025-12-04T11:54:39.2137216Z 2025-12-04T11:54:39.2139519Z dynamo/test_inline_and_install 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_inline_and_install_1.1_0da900c73d8b5cb2_.log 2025-12-04T11:54:39.2211633Z Running 183 items in this shard: test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_access_class_method_from_user_class_attr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_access_class_method_from_user_class_builtin_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_byte_tensor_does_not_crash_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_capture_symbolic_tracing_simple_within_fake_mode_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_capture_symbolic_tracing_within_fake_mode_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_free_variables_overlapping_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_op_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_args_mismatch_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_return_multiple_tensors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_branch_return_non_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_mismatch_return_length_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_mismatch_return_tensor_meta_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_missing_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_non_list_operands_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_non_tensor_operands_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_raise_user_error_on_unsupported_pred_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_cond_supported_pred_types_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_constraint_violation_error_messages_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dataclass_input_output_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dict_return_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dict_return_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_reorder_with_non_tensor_arg_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_arg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_arg_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_output_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_and_bypass_with_non_tensor_output_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dupes_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamic_slicing_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamo_enum_in_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_dynamo_list_index_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_empty_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_enforce_equalities_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_compare_optimize_with_make_fx_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_cond_in_aten_symbolic_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_control_flow_with_getattr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_decomp_asserts_bad_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_decomp_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_defaults_ok_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_control_flow_error_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_cleanup_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_not_1_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_dynamic_dim_range_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_bypass_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_complex_reorder_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_complex_reorder_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_list_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_graph_with_list_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_identity_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_masking_with_no_grad_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_meta_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_meta_val_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_mismatched_out_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_module_specify_constraints_signature_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_multi_dynamic_dim_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_multi_dynamic_dim_unsafe_relationship_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_nn_module_stack_patched_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_no_raise_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_no_tensor_computation_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_pass_arg_by_name_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_pass_arg_by_name_star_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_persist_assert_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_preserve_constraints_as_metadata_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_preserves_nn_module_stack_for_get_attr_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_guard_full_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_guard_partial_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_raise_on_relationship_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_shape_control_flow_1_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_specialized_int_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_symbolic_shape_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_and_empty_kwargs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_None_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_float_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_args_with_default_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_builtin_op_on_assume_constant_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_branches_calling_methods_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_closure_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_dynamic_shape_pred_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_cond_with_closed_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_dict_values_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_multiarg_diff_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_and_class_method_multiarg_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_free_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_global_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_in_unspecialized_nn_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_list_nonzero_free_function_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_list_nonzero_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_method_on_module_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_method_on_module_invoke_twice_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_none_control_flow_free_func_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_none_control_flow_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_free_func_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_none_control_flow_pos_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_not_return_const_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_constant_tuple_nonzero_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_functools_wrapped_fn_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_functools_wrapped_method_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_and_empty_args_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_None_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_float_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_kwargs_with_default_tuple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_cond_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_zero_sized_tensor_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_map_zero_sized_tensor_suppress_errors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_module_layer_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_nonzero_static_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_shallow_list_copy_with_side_effects_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_shallow_list_copy_wo_side_effects_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_stack_trace_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_symbool_inputs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_export_with_wrapped_fn_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_exported_graph_serialization_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_func_return_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_func_return_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_fx_pytree_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_immutable_list_dict_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_container_type_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_global_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_global_multiple_access_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_nonlocal_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_input_unused_nonlocal_ok_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_not_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_unpack_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_list_unpack_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_map_cond_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_mixed_real_and_fake_inputs_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_multiple_outputs_op_with_evaluator_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_nested_cond_op_param_buffer_lifted_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_2_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_2_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_fail_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_no_tensor_computation_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_not_functionalize_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_param_buffer_safe_from_mutation_recurse_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_param_buffer_safe_from_mutation_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_pre_dispatch_simple_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_for_out_dtype_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_for_out_dtype_nested_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_higher_order_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_predispatch_with_higher_order_nested_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_graph_break_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_inline_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_preserve_fx_node_metadata_recompile_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_remove_redundant_dynamic_dim_in_error_message_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_dict_container_inp_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_retracibility_nested_list_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_round_dynamic_shapes_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_strict_fake_tensor_prop_real_tensors_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_subclass_parameters_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_sum_param_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_sym_contains_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_with_parameters_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_symbool_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_torch_inference_mode_ctx_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_trivial_constraint_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_uncaptured_higher_order_op_error_not_suppresed_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_untracked_inputs_in_constraints_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_and_out_different_shape_on_test_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_and_out_different_shape_on_test_with_aten_graph_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_permute_dupe_and_bypass_inline_and_install, test/dynamo/test_inline_and_install.py::InlineAndInstallExportTests::test_zeroes_in_new_shape_scalar_out_permute_inline_and_install 2025-12-04T11:54:39.2276971Z 2025-12-04T11:54:39.2277225Z Finished dynamo/test_inline_and_install 1/1 ... [2025-12-04 11:54:39.214698][11816.14475539], took 0.41min 2025-12-04T11:54:39.2278043Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_inline_and_install/dynamo.test_inline_and_install-985ff7aabaad611d.xml 2025-12-04T11:54:39.3022445Z Running export/test_functionalized_assertions 1/1 ... [2025-12-04 11:54:39.301957][11816.232015574] 2025-12-04T11:54:39.3023094Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:54:39.3025389Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_functionalized_assertions.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:54:39.302266] 2025-12-04T11:54:42.4719613Z 2025-12-04T11:54:42.4720553Z 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_1921b922370826b9_.log 2025-12-04T11:54:42.4722195Z 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 2025-12-04T11:54:42.4723126Z 2025-12-04T11:54:42.4723443Z Finished export/test_functionalized_assertions 1/1 ... [2025-12-04 11:54:42.471710][11819.40176687], took 0.05min 2025-12-04T11:54:42.4778300Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_functionalized_assertions/export.test_functionalized_assertions-5034f0b38da22f79.xml 2025-12-04T11:54:42.5082299Z Running inductor/test_loop_ordering 1/1 ... [2025-12-04 11:54:42.507986][11819.438044763] 2025-12-04T11:54:42.5082746Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:54:42.5085411Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_loop_ordering.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:54:42.508284] 2025-12-04T11:55:19.5869224Z 2025-12-04T11:55:19.5870159Z inductor/test_loop_ordering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_loop_ordering_1.1_b4f7a95b3d696d0a_.log 2025-12-04T11:55:19.5884452Z Running 53 items in this shard: test/inductor/test_loop_ordering.py::ImplDetailTest::test_merge_loops_invalidate_pw_dep_cache, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_and_merge_loops, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_modular_indexing, test/inductor/test_loop_ordering.py::ImplDetailTest::test_reorder_twice, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_3dred_pw_2d_outer_red, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_apbt_realize, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_different_broadcast_shapes, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_different_reduction_order, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_for_reordering_reindex, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fp8_cast_and_t, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fp8_pattern_2, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fuse_reduction_with_tiled_pw, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_fuse_with_scalar_shared_memory, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_interaction_with_multi_template, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_interaction_with_triton_template, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_keep_fake_dep, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_outer_dimension_softmax, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_outer_dimension_sum_fuse_with_pw, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_pw_outer_red, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_pw_outer_red_2, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_sum_and_t, test/inductor/test_loop_ordering.py::LoopOrderingTest::test_view, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_coalescing, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_induced_fused_tiling, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_inferred_splits_inps0, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_inferred_splits_inps1, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_inferred_splits_inps2, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_inferred_splits_inps3, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_reduction_no_pointwise, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_reduction_pointwise, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_remapped_reads, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_remapped_reads_split, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_solve_for_tiling, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_solve_for_zero, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_tiled_coalesce_analysis_downcast_transposed_v_False, test/inductor/test_loop_ordering.py::MemoryCoalescingTest::test_tiled_coalesce_analysis_downcast_transposed_v_True, test/inductor/test_loop_ordering.py::TestTiling::test_3d_pointwise, test/inductor/test_loop_ordering.py::TestTiling::test_cat, test/inductor/test_loop_ordering.py::TestTiling::test_find_broadcast_var, test/inductor/test_loop_ordering.py::TestTiling::test_mutation_deps, test/inductor/test_loop_ordering.py::TestTiling::test_penalized_small_dim, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_NHWC_b_NHWC, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_NHWC_b_T, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_NHWC_b_cont, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_T_b_NHWC, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_T_b_T, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_T_b_cont, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_cont_b_NHWC, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_cont_b_T, test/inductor/test_loop_ordering.py::TestTiling::test_pointwise_a_cont_b_cont, test/inductor/test_loop_ordering.py::TestTiling::test_tiled_reduction, test/inductor/test_loop_ordering.py::TestIndexInversion::test_inversion_cases, test/inductor/test_loop_ordering.py::TestIndexInversion::test_original_complex_expression 2025-12-04T11:55:19.5896630Z 2025-12-04T11:55:19.5896858Z Finished inductor/test_loop_ordering 1/1 ... [2025-12-04 11:55:19.586859][11856.516913191], took 0.62min 2025-12-04T11:55:19.5932631Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_loop_ordering/inductor.test_loop_ordering-52391965f931269e.xml 2025-12-04T11:55:19.6707820Z Running inductor/test_selective_lowering 1/1 ... [2025-12-04 11:55:19.670538][11856.600595397] 2025-12-04T11:55:19.6708318Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:55:19.6711035Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_selective_lowering.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:55:19.670835] 2025-12-04T11:55:28.7507363Z 2025-12-04T11:55:28.7508962Z inductor/test_selective_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_selective_lowering_1.1_656b632d91db2e86_.log 2025-12-04T11:55:28.7510626Z Running 2 items in this shard: test/inductor/test_selective_lowering.py::SelectiveLoweringTest::test_basic_selective_lowering, test/inductor/test_selective_lowering.py::SelectiveLoweringTest::test_no_fallback_when_unmarked 2025-12-04T11:55:28.7511297Z 2025-12-04T11:55:28.7511538Z Finished inductor/test_selective_lowering 1/1 ... [2025-12-04 11:55:28.750294][11865.680346553], took 0.15min 2025-12-04T11:55:28.7573586Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_selective_lowering/inductor.test_selective_lowering-d085ce6d15277d94.xml 2025-12-04T11:55:28.8377220Z Running dynamo/test_base_output 1/1 ... [2025-12-04 11:55:28.837366][11865.767419688] 2025-12-04T11:55:28.8377671Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:55:28.8380533Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_output.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:55:28.837784] 2025-12-04T11:55:31.9574929Z 2025-12-04T11:55:31.9575742Z 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_c483a4ab3f013134_.log 2025-12-04T11:55:31.9577733Z 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 2025-12-04T11:55:31.9579146Z 2025-12-04T11:55:31.9579662Z Finished dynamo/test_base_output 1/1 ... [2025-12-04 11:55:31.957261][11868.887316779], took 0.05min 2025-12-04T11:55:31.9640369Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_base_output/dynamo.test_base_output-f5805e3f42393923.xml 2025-12-04T11:55:31.9936811Z Running export/test_serialize 1/1 ... [2025-12-04 11:55:31.993447][11868.923505306] 2025-12-04T11:55:31.9937260Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:55:31.9940027Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_serialize.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:55:31.993753] 2025-12-04T11:55:53.4918470Z 2025-12-04T11:55:53.4920321Z export/test_serialize 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_serialize_1.1_fd9edc77ec7ef2b6_.log 2025-12-04T11:55:53.4950086Z Running 116 items in this shard: test/export/test_serialize.py::TestSerialize::test_1D_tensor_slicing, test/export/test_serialize.py::TestSerialize::test_2D_tensor_slicing, test/export/test_serialize.py::TestSerialize::test_canonicalize, test/export/test_serialize.py::TestSerialize::test_complex_constant, test/export/test_serialize.py::TestSerialize::test_empty_constant, test/export/test_serialize.py::TestSerialize::test_empty_state_dict, test/export/test_serialize.py::TestSerialize::test_export_example_inputs_preserved, test/export/test_serialize.py::TestSerialize::test_export_with_extension_op_serialization, test/export/test_serialize.py::TestSerialize::test_int_list, test/export/test_serialize.py::TestSerialize::test_kwargs_default, test/export/test_serialize.py::TestSerialize::test_metadata_parsing_with_layer_split, test/export/test_serialize.py::TestSerialize::test_metadata_run_decomp_serder, test/export/test_serialize.py::TestSerialize::test_multi_return_some_unused, test/export/test_serialize.py::TestSerialize::test_nested_layer_split, test/export/test_serialize.py::TestSerialize::test_non_float_weight, test/export/test_serialize.py::TestSerialize::test_nonfinite_inputs, test/export/test_serialize.py::TestSerialize::test_predispatch_export_with_autograd_op, test/export/test_serialize.py::TestSerialize::test_preserve_aliasing, test/export/test_serialize.py::TestSerialize::test_rational_ranges, test/export/test_serialize.py::TestSerialize::test_serialize_constant_outputs, test/export/test_serialize.py::TestSerialize::test_serialize_infinite_sym_int, test/export/test_serialize.py::TestSerialize::test_serialize_list_returns, test/export/test_serialize.py::TestSerialize::test_serialize_multiple_returns_from_node, test/export/test_serialize.py::TestSerialize::test_serialize_param_mutation, test/export/test_serialize.py::TestSerialize::test_serialize_sym_float, test/export/test_serialize.py::TestSerialize::test_serialize_sym_int, test/export/test_serialize.py::TestSerialize::test_storage_offset, test/export/test_serialize.py::TestSerialize::test_symint_list, test/export/test_serialize.py::TestSerialize::test_triton_hop, test/export/test_serialize.py::TestSerialize::test_weight_sharing_gpu, test/export/test_serialize.py::TestDeserialize::test_arg_from, test/export/test_serialize.py::TestDeserialize::test_auto_functionalize, test/export/test_serialize.py::TestDeserialize::test_basic, test/export/test_serialize.py::TestDeserialize::test_cond, test/export/test_serialize.py::TestDeserialize::test_constraints, test/export/test_serialize.py::TestDeserialize::test_custom_obj, test/export/test_serialize.py::TestDeserialize::test_custom_obj_list_out, test/export/test_serialize.py::TestDeserialize::test_custom_obj_tuple_out, test/export/test_serialize.py::TestDeserialize::test_device, test/export/test_serialize.py::TestDeserialize::test_dynamic, test/export/test_serialize.py::TestDeserialize::test_export_no_inputs, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_assume_constant_result, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_autograd_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_class_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_class_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_nested_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_branch_nonlocal_variables, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_closed_over_variable, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_operands, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_cond_predicate, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_constrain_as_size_example, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_constrain_as_value_example, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_decorator, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dictionary, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_assert, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_constructor, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_if_guard, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_map, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_slicing, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_dynamic_shape_view, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_fn_with_kwargs, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_list_contains, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_list_unpack, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_model_attr_mutation, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_nested_function, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_null_context_manager, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_optional_input, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_pytree_flatten, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_scalar_output, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_specialized_attribute, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_static_for_loop, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_static_if, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_tensor_setattr, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_type_reflection_method, test/export/test_serialize.py::TestDeserialize::test_exportdb_supported_case_user_input_mutation, test/export/test_serialize.py::TestDeserialize::test_forward_compatibility, test/export/test_serialize.py::TestDeserialize::test_get_attr, test/export/test_serialize.py::TestDeserialize::test_get_attr_list, test/export/test_serialize.py::TestDeserialize::test_hoo_symint_input, test/export/test_serialize.py::TestDeserialize::test_list_of_optional_tensors, test/export/test_serialize.py::TestDeserialize::test_map, test/export/test_serialize.py::TestDeserialize::test_module, test/export/test_serialize.py::TestDeserialize::test_module_meta, test/export/test_serialize.py::TestDeserialize::test_multi_return, test/export/test_serialize.py::TestDeserialize::test_multiple_getitem, test/export/test_serialize.py::TestDeserialize::test_none_input, test/export/test_serialize.py::TestDeserialize::test_optional_tuple, test/export/test_serialize.py::TestDeserialize::test_positional_argument_with_default_value, test/export/test_serialize.py::TestDeserialize::test_pytree_namedtuple, test/export/test_serialize.py::TestDeserialize::test_serialize_float8, test/export/test_serialize.py::TestDeserialize::test_shape, test/export/test_serialize.py::TestDeserialize::test_sym_bool, test/export/test_serialize.py::TestDeserialize::test_sym_bool_dynamic_shapes, test/export/test_serialize.py::TestDeserialize::test_sym_bool_torch_check_equal, test/export/test_serialize.py::TestDeserialize::test_sym_float, test/export/test_serialize.py::TestDeserialize::test_sym_int_torch_check_equal, test/export/test_serialize.py::TestDeserialize::test_sym_ite, test/export/test_serialize.py::TestDeserialize::test_tensor_tensor_list, test/export/test_serialize.py::TestDeserialize::test_unbacked_bindings_serialize, test/export/test_serialize.py::TestSchemaVersioning::test_error, test/export/test_serialize.py::TestSaveLoad::test_deserialize_torch_artifact_dict, test/export/test_serialize.py::TestSaveLoad::test_save_buffer, test/export/test_serialize.py::TestSaveLoad::test_save_constants, test/export/test_serialize.py::TestSaveLoad::test_save_extra, test/export/test_serialize.py::TestSaveLoad::test_save_file, test/export/test_serialize.py::TestSaveLoad::test_save_load_with_multiple_empty_tensors, test/export/test_serialize.py::TestSaveLoad::test_save_path, test/export/test_serialize.py::TestSaveLoad::test_version_error, test/export/test_serialize.py::TestSerializeCustomClass::test_backed_size_oblivious_serdes, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class_containing_fake_tensor, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_class_input_to_function, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_copy, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_decomp, test/export/test_serialize.py::TestSerializeCustomClass::test_custom_tag_metadata_serialization, test/export/test_serialize.py::TestSerializeCustomClass::test_unbacked_range_serdes 2025-12-04T11:55:53.4975991Z 2025-12-04T11:55:53.4976209Z Finished export/test_serialize 1/1 ... [2025-12-04 11:55:53.491887][11890.421930416], took 0.36min 2025-12-04T11:55:53.4991330Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_serialize/export.test_serialize-6534abb66bf9e41e.xml 2025-12-04T11:55:53.5795237Z Running dynamo/test_modules 1/1 ... [2025-12-04 11:55:53.579260][11890.50931717] 2025-12-04T11:55:53.5795692Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:55:53.5798706Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modules.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:55:53.579580] 2025-12-04T11:56:14.9810415Z 2025-12-04T11:56:14.9813369Z dynamo/test_modules 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modules_1.1_d20401520733e9e2_.log 2025-12-04T11:56:14.9841600Z Running 135 items in this shard: test/dynamo/test_modules.py::NNModuleTests::test_access_by_keys, test/dynamo/test_modules.py::NNModuleTests::test_basicmodule1, test/dynamo/test_modules.py::NNModuleTests::test_basicmodule2, test/dynamo/test_modules.py::NNModuleTests::test_call_fn_with_non_const_inputs_safe, test/dynamo/test_modules.py::NNModuleTests::test_cfgmod, test/dynamo/test_modules.py::NNModuleTests::test_children, test/dynamo/test_modules.py::NNModuleTests::test_constloop, test/dynamo/test_modules.py::NNModuleTests::test_conv_call_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_conv_call_super_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_conv_transpose_call_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_conv_transpose_call_super_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_densenet, test/dynamo/test_modules.py::NNModuleTests::test_enumvalues, test/dynamo/test_modules.py::NNModuleTests::test_fnmember, test/dynamo/test_modules.py::NNModuleTests::test_fnmembercmp1, test/dynamo/test_modules.py::NNModuleTests::test_fnmembercmp2, test/dynamo/test_modules.py::NNModuleTests::test_forward_directly, test/dynamo/test_modules.py::NNModuleTests::test_generation_tag, test/dynamo/test_modules.py::NNModuleTests::test_hasattr, test/dynamo/test_modules.py::NNModuleTests::test_inject_module_parameters, test/dynamo/test_modules.py::NNModuleTests::test_intarg, test/dynamo/test_modules.py::NNModuleTests::test_iseval1, test/dynamo/test_modules.py::NNModuleTests::test_iseval2, test/dynamo/test_modules.py::NNModuleTests::test_isnonelayer, test/dynamo/test_modules.py::NNModuleTests::test_istraining1, test/dynamo/test_modules.py::NNModuleTests::test_istraining2, test/dynamo/test_modules.py::NNModuleTests::test_layerlist, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module1, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module2, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module4, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module5, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module6, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module7, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_bad_params, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_bad_params_call_function, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_kwargs, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_no_cls_to_become, test/dynamo/test_modules.py::NNModuleTests::test_lazy_module_speculation_log_divergence, test/dynamo/test_modules.py::NNModuleTests::test_module_attribute_precedence, test/dynamo/test_modules.py::NNModuleTests::test_module_call_module_with_static_forward, test/dynamo/test_modules.py::NNModuleTests::test_module_class_method, test/dynamo/test_modules.py::NNModuleTests::test_module_comparison, test/dynamo/test_modules.py::NNModuleTests::test_module_forward_has_graph_break, test/dynamo/test_modules.py::NNModuleTests::test_module_guard_name_is_valid, test/dynamo/test_modules.py::NNModuleTests::test_module_name_string, test/dynamo/test_modules.py::NNModuleTests::test_module_property, test/dynamo/test_modules.py::NNModuleTests::test_module_static_method, test/dynamo/test_modules.py::NNModuleTests::test_moduledict, test/dynamo/test_modules.py::NNModuleTests::test_moduledict_custom, test/dynamo/test_modules.py::NNModuleTests::test_modulelist, test/dynamo/test_modules.py::NNModuleTests::test_modulelist_custom, test/dynamo/test_modules.py::NNModuleTests::test_modulelist_nested, test/dynamo/test_modules.py::NNModuleTests::test_modulemethod1, test/dynamo/test_modules.py::NNModuleTests::test_modulemethod2, test/dynamo/test_modules.py::NNModuleTests::test_named_children, test/dynamo/test_modules.py::NNModuleTests::test_nn_module_setattr, test/dynamo/test_modules.py::NNModuleTests::test_nn_module_unspec_int_attr, test/dynamo/test_modules.py::NNModuleTests::test_nn_moduledict_contains, test/dynamo/test_modules.py::NNModuleTests::test_parameterdict, test/dynamo/test_modules.py::NNModuleTests::test_parameterdict_custom, test/dynamo/test_modules.py::NNModuleTests::test_parameters1, test/dynamo/test_modules.py::NNModuleTests::test_parameters2, test/dynamo/test_modules.py::NNModuleTests::test_parameters3, test/dynamo/test_modules.py::NNModuleTests::test_parameters4, test/dynamo/test_modules.py::NNModuleTests::test_parameters5, test/dynamo/test_modules.py::NNModuleTests::test_self_mutating1, test/dynamo/test_modules.py::NNModuleTests::test_seq, test/dynamo/test_modules.py::NNModuleTests::test_sequential_with_duplicated_module, test/dynamo/test_modules.py::NNModuleTests::test_sequential_with_duplicated_module2, test/dynamo/test_modules.py::NNModuleTests::test_simple_torch_function, test/dynamo/test_modules.py::NNModuleTests::test_stringmember, test/dynamo/test_modules.py::NNModuleTests::test_submodules1, test/dynamo/test_modules.py::NNModuleTests::test_submodules2, test/dynamo/test_modules.py::NNModuleTests::test_super1, test/dynamo/test_modules.py::NNModuleTests::test_super2, test/dynamo/test_modules.py::NNModuleTests::test_super_class_method, test/dynamo/test_modules.py::NNModuleTests::test_tensorlist, test/dynamo/test_modules.py::NNModuleTests::test_torch_function_with_closure, test/dynamo/test_modules.py::NNModuleTests::test_torch_mangled_class_name, test/dynamo/test_modules.py::NNModuleTests::test_unsupportedmethod, test/dynamo/test_modules.py::NNModuleTests::test_unsupportedmodule, test/dynamo/test_modules.py::NNModuleTests::test_viamodulecall, test/dynamo/test_modules.py::OptimizedModuleTest::test_assign_does_not_exist, test/dynamo/test_modules.py::OptimizedModuleTest::test_attr, test/dynamo/test_modules.py::OptimizedModuleTest::test_attr_precedence, test/dynamo/test_modules.py::OptimizedModuleTest::test_backward_hooks, test/dynamo/test_modules.py::OptimizedModuleTest::test_branch_on_nn_module_custom_bool, test/dynamo/test_modules.py::OptimizedModuleTest::test_branch_on_nn_module_custom_len, test/dynamo/test_modules.py::OptimizedModuleTest::test_buffer_order, test/dynamo/test_modules.py::OptimizedModuleTest::test_composition, test/dynamo/test_modules.py::OptimizedModuleTest::test_composition_with_opt_mod, test/dynamo/test_modules.py::OptimizedModuleTest::test_delattr_on_compiled_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_dir, test/dynamo/test_modules.py::OptimizedModuleTest::test_dunder_call_explicitly, test/dynamo/test_modules.py::OptimizedModuleTest::test_globals_change_in_other_file, test/dynamo/test_modules.py::OptimizedModuleTest::test_guard_on_torch_nn_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_allowed_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_allowed_modules_compiles, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_allowed_modules_compiles_self_contained, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_inner, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_outer, test/dynamo/test_modules.py::OptimizedModuleTest::test_hooks_skip_guards, test/dynamo/test_modules.py::OptimizedModuleTest::test_inline_inbuilt_nn_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_mark_static_nn_module_tensor, test/dynamo/test_modules.py::OptimizedModuleTest::test_mark_static_previously_seen_tensor, test/dynamo/test_modules.py::OptimizedModuleTest::test_mark_static_with_freezing, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_dict_iter_keys, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_dict_iter_name, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_dict_iter_values, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_order, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_patch, test/dynamo/test_modules.py::OptimizedModuleTest::test_module_setattr, test/dynamo/test_modules.py::OptimizedModuleTest::test_monkeypatching_forward, test/dynamo/test_modules.py::OptimizedModuleTest::test_nn_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_no_op_assignment, test/dynamo/test_modules.py::OptimizedModuleTest::test_no_recompile_on_nn_guarded_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_overridden_call, test/dynamo/test_modules.py::OptimizedModuleTest::test_param_order, test/dynamo/test_modules.py::OptimizedModuleTest::test_param_requires_grad, test/dynamo/test_modules.py::OptimizedModuleTest::test_patch_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_recompile_limit_on_freed_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_recompile_limit_on_guarded_nn_modules, test/dynamo/test_modules.py::OptimizedModuleTest::test_recursion, test/dynamo/test_modules.py::OptimizedModuleTest::test_save_and_load_all_backends, test/dynamo/test_modules.py::OptimizedModuleTest::test_save_and_load_inductor, test/dynamo/test_modules.py::OptimizedModuleTest::test_setattr_on_compiled_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_specialized_module___iter__, test/dynamo/test_modules.py::OptimizedModuleTest::test_to, test/dynamo/test_modules.py::OptimizedModuleTest::test_trace_delattr, test/dynamo/test_modules.py::OptimizedModuleTest::test_udo_instance_method_as_hook, test/dynamo/test_modules.py::OptimizedModuleTest::test_unhashable_nn_submodule, test/dynamo/test_modules.py::OptimizedModuleTest::test_unspec_non_inlinable_module, test/dynamo/test_modules.py::OptimizedModuleTest::test_unspecialized_seq, test/dynamo/test_modules.py::OptimizedModuleTest::test_user_defined_nn_module_dynamic, test/dynamo/test_modules.py::NNModuleTestsDeviceCUDA::test_lazy_module3_cuda 2025-12-04T11:56:14.9868530Z 2025-12-04T11:56:14.9868741Z Finished dynamo/test_modules 1/1 ... [2025-12-04 11:56:14.980962][11911.911016864], took 0.36min 2025-12-04T11:56:14.9879206Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_modules/dynamo.test_modules-699f95dd6e91c506.xml 2025-12-04T11:56:15.0763335Z Running dynamo/test_regional_inductor 1/1 ... [2025-12-04 11:56:15.076067][11912.006123958] 2025-12-04T11:56:15.0763837Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:56:15.0766404Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_regional_inductor.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:56:15.076354] 2025-12-04T11:56:50.3508337Z 2025-12-04T11:56:50.3509556Z dynamo/test_regional_inductor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_regional_inductor_1.1_b11b5614a993f534_.log 2025-12-04T11:56:50.3516715Z Running 20 items in this shard: test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_annotation_inductor_configs, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_boxed_calling_convention, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_flex_attention_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_flex_attention_serialize_True, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_invalid_inductor_config, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_invoke_subgraph_inner_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_invoke_subgraph_inner_serialize_True, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_invoke_subgraph_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_invoke_subgraph_serialize_True, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_max_autotune_no_cudagraphs_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_max_autotune_no_cudagraphs_serialize_True, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_repeated_blocks_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_repeated_blocks_serialize_True, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_selective_ac_flex_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_selective_ac_flex_serialize_True, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_simple_serialize_False, test/dynamo/test_regional_inductor.py::RegionalInductorTests::test_simple_serialize_True, test/dynamo/test_regional_inductor.py::TestRegionalOutputCode::test_regional_compiled_forward_backward, test/dynamo/test_regional_inductor.py::TestRegionalOutputCode::test_regional_output_code_serialization, test/dynamo/test_regional_inductor.py::TestRegionalOutputCode::test_regional_output_code_with_backward 2025-12-04T11:56:50.3522722Z 2025-12-04T11:56:50.3522981Z Finished dynamo/test_regional_inductor 1/1 ... [2025-12-04 11:56:50.350573][11947.280628427], took 0.59min 2025-12-04T11:56:50.3578791Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_regional_inductor/dynamo.test_regional_inductor-eaabcd1b135b7614.xml 2025-12-04T11:56:50.4435091Z Running inductor/test_remote_cache 1/1 ... [2025-12-04 11:56:50.443234][11947.373291886] 2025-12-04T11:56:50.4435708Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:56:50.4437983Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_remote_cache.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:56:50.443532] 2025-12-04T11:56:53.6133340Z 2025-12-04T11:56:53.6134818Z inductor/test_remote_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_remote_cache_1.1_8b540355fb8171fe_.log 2025-12-04T11:56:53.6136846Z Running 3 items in this shard: test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_logging, test/inductor/test_remote_cache.py::TestRemoteCache::test_failure_no_sample, test/inductor/test_remote_cache.py::TestRemoteCache::test_normal_logging 2025-12-04T11:56:53.6137620Z 2025-12-04T11:56:53.6138120Z Finished inductor/test_remote_cache 1/1 ... [2025-12-04 11:56:53.612974][11950.543027286], took 0.05min 2025-12-04T11:56:53.6206044Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_remote_cache/inductor.test_remote_cache-4863bf6f453fe677.xml 2025-12-04T11:56:53.6531619Z Running inductor/test_coordinate_descent_tuner 1/1 ... [2025-12-04 11:56:53.652955][11950.583012851] 2025-12-04T11:56:53.6532288Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:56:53.6535076Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_coordinate_descent_tuner.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:56:53.653274] 2025-12-04T11:57:02.7325425Z 2025-12-04T11:57:02.7327064Z inductor/test_coordinate_descent_tuner 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_coordinate_descent_tuner_1.1_f4c681d44f5a37b2_.log 2025-12-04T11:57:02.7332033Z Running 5 items in this shard: test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_abs_function, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_get_neighbour_values, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_no_neighbors, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_persistent_reduction, test/inductor/test_coordinate_descent_tuner.py::TestCoordinateDescentTuner::test_value_too_large 2025-12-04T11:57:02.7336203Z 2025-12-04T11:57:02.7336933Z Finished inductor/test_coordinate_descent_tuner 1/1 ... [2025-12-04 11:57:02.732169][11959.662222794], took 0.15min 2025-12-04T11:57:02.7402421Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_coordinate_descent_tuner/inductor.test_coordinate_descent_tuner-e86e2e5fe2fa9794.xml 2025-12-04T11:57:02.8298040Z Running inductor/test_inplace_padding 1/1 ... [2025-12-04 11:57:02.829547][11959.759604824] 2025-12-04T11:57:02.8298561Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:57:02.8301388Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplace_padding.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:57:02.829859] 2025-12-04T11:57:20.5747839Z 2025-12-04T11:57:20.5748700Z 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_852083b98455ca46_.log 2025-12-04T11:57:20.5752341Z Running 9 items in this shard: test/inductor/test_inplace_padding.py::InplacePaddingTest::test_linear_and_cel, 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 2025-12-04T11:57:20.5754968Z 2025-12-04T11:57:20.5755206Z Finished inductor/test_inplace_padding 1/1 ... [2025-12-04 11:57:20.574529][11977.50458531], took 0.30min 2025-12-04T11:57:20.5820072Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_inplace_padding/inductor.test_inplace_padding-e80df9cc7a1bb180.xml 2025-12-04T11:57:20.6602934Z Running inductor/test_cudacodecache 1/1 ... [2025-12-04 11:57:20.660047][11977.590104589] 2025-12-04T11:57:20.6603568Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:57:20.6606283Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cudacodecache.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:57:20.660362] 2025-12-04T11:57:27.3367890Z 2025-12-04T11:57:27.3368798Z inductor/test_cudacodecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cudacodecache_1.1_c8a2067a4af9a39e_.log 2025-12-04T11:57:27.3370652Z Running 3 items in this shard: test/inductor/test_cudacodecache.py::TestCUDACodeCache::test_async_compile, test/inductor/test_cudacodecache.py::TestCUDACodeCache::test_compilation_error, test/inductor/test_cudacodecache.py::TestCUDACodeCache::test_cuda_load 2025-12-04T11:57:27.3371630Z 2025-12-04T11:57:27.3371942Z Finished inductor/test_cudacodecache 1/1 ... [2025-12-04 11:57:27.336364][11984.266415536], took 0.11min 2025-12-04T11:57:27.3443163Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cudacodecache/inductor.test_cudacodecache-1a851f20ce20be6c.xml 2025-12-04T11:57:27.4272967Z Running inductor/test_debug_trace 1/1 ... [2025-12-04 11:57:27.427021][11984.357079425] 2025-12-04T11:57:27.4273607Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:57:27.4276420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:57:27.427334] 2025-12-04T11:57:41.3652968Z 2025-12-04T11:57:41.3655538Z inductor/test_debug_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_debug_trace_1.1_56552e0a9194ea0b_.log 2025-12-04T11:57:41.3657871Z Running 3 items in this shard: test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_multi_tempalte, test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_printer_const, test/inductor/test_debug_trace.py::TestDebugTrace::test_debug_trace 2025-12-04T11:57:41.3659314Z 2025-12-04T11:57:41.3659712Z Finished inductor/test_debug_trace 1/1 ... [2025-12-04 11:57:41.364828][11998.294879591], took 0.23min 2025-12-04T11:57:41.3733511Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_debug_trace/inductor.test_debug_trace-caf1cc28d5b0cb1f.xml 2025-12-04T11:57:41.4599140Z Running export/test_tree_utils 1/1 ... [2025-12-04 11:57:41.459659][11998.389716372] 2025-12-04T11:57:41.4599928Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:57:41.4602968Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_tree_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:57:41.460006] 2025-12-04T11:57:44.5801092Z 2025-12-04T11:57:44.5803732Z export/test_tree_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_tree_utils_1.1_655f2315c7fa4dce_.log 2025-12-04T11:57:44.5806512Z Running 2 items in this shard: test/export/test_tree_utils.py::TestTreeUtils::test_equivalence_check, test/export/test_tree_utils.py::TestTreeUtils::test_reorder_kwargs 2025-12-04T11:57:44.5807099Z 2025-12-04T11:57:44.5807335Z Finished export/test_tree_utils 1/1 ... [2025-12-04 11:57:44.579663][12001.509713398], took 0.05min 2025-12-04T11:57:44.5881299Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_tree_utils/export.test_tree_utils-a156d5f8b8c75587.xml 2025-12-04T11:57:44.6280788Z Running inductor/test_triton_wrapper 1/1 ... [2025-12-04 11:57:44.627827][12001.55788494] 2025-12-04T11:57:44.6281266Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:57:44.6284183Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_triton_wrapper.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:57:44.628141] 2025-12-04T11:57:58.8670345Z 2025-12-04T11:57:58.8671391Z inductor/test_triton_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_triton_wrapper_1.1_88b1f6772944556e_.log 2025-12-04T11:57:58.8673447Z Running 1 items in this shard: test/inductor/test_triton_wrapper.py::TestTritonWrapper::test_wrapper_using_gpu_seed 2025-12-04T11:57:58.8673892Z 2025-12-04T11:57:58.8674181Z Finished inductor/test_triton_wrapper 1/1 ... [2025-12-04 11:57:58.866568][12015.796616472], took 0.24min 2025-12-04T11:57:58.8751526Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_triton_wrapper/inductor.test_triton_wrapper-e166e35a57d27df5.xml 2025-12-04T11:57:58.9470228Z Running inductor/test_static_cuda_launcher 1/1 ... [2025-12-04 11:57:58.946655][12015.876710497] 2025-12-04T11:57:58.9470744Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:57:58.9473503Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_static_cuda_launcher.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:57:58.947072] 2025-12-04T11:58:11.3832025Z 2025-12-04T11:58:11.3834309Z 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_8b878d376355f6f6_.log 2025-12-04T11:58:11.3840854Z 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 2025-12-04T11:58:11.3845740Z 2025-12-04T11:58:11.3845992Z Finished inductor/test_static_cuda_launcher 1/1 ... [2025-12-04 11:58:11.382778][12028.31282973], took 0.21min 2025-12-04T11:58:11.3914384Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_static_cuda_launcher/inductor.test_static_cuda_launcher-337b14a291a5bbe5.xml 2025-12-04T11:58:11.7779073Z Running export/test_dynamic_shapes 1/1 ... [2025-12-04 11:58:11.777647][12028.707704056] 2025-12-04T11:58:11.7779650Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:58:11.7782337Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_dynamic_shapes.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:58:11.777929] 2025-12-04T11:58:14.8981764Z 2025-12-04T11:58:14.8984073Z export/test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_dynamic_shapes_1.1_931e96f1cbdaae3e_.log 2025-12-04T11:58:14.8986072Z Running 2 items in this shard: test/export/test_dynamic_shapes.py::TestDimHint::test_dimhint_factory, test/export/test_dynamic_shapes.py::TestDimHint::test_dimhint_repr 2025-12-04T11:58:14.8987018Z 2025-12-04T11:58:14.8987315Z Finished export/test_dynamic_shapes 1/1 ... [2025-12-04 11:58:14.897794][12031.827844924], took 0.05min 2025-12-04T11:58:14.9065449Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_dynamic_shapes/export.test_dynamic_shapes-fa3ac01404a61f75.xml 2025-12-04T11:58:14.9566842Z Running dynamo/test_sdpa 1/1 ... [2025-12-04 11:58:14.956298][12031.886351891] 2025-12-04T11:58:14.9567294Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:58:14.9569916Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sdpa.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:58:14.956719] 2025-12-04T11:58:19.7792958Z 2025-12-04T11:58:19.7793825Z dynamo/test_sdpa 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sdpa_1.1_4c226ddf45650b99_.log 2025-12-04T11:58:19.7795898Z Running 6 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, test/dynamo/test_sdpa.py::TestSDPA::test_sdpa_c_functions_no_graph_break, test/dynamo/test_sdpa.py::TestSDPA::test_sdpa_kernel_decorator_with_compile 2025-12-04T11:58:19.7797459Z 2025-12-04T11:58:19.7797718Z Finished dynamo/test_sdpa 1/1 ... [2025-12-04 11:58:19.778942][12036.708993678], took 0.08min 2025-12-04T11:58:19.7887595Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_sdpa/dynamo.test_sdpa-dd5d59a25049f641.xml 2025-12-04T11:58:19.8209245Z Running inductor/test_aot_inductor_package 1/1 ... [2025-12-04 11:58:19.820693][12036.750752031] 2025-12-04T11:58:19.8209725Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T11:58:19.8212623Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_package.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 11:58:19.821007] 2025-12-04T12:06:22.0640929Z 2025-12-04T12:06:22.0642248Z inductor/test_aot_inductor_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_package_1.1_52da9e1e093765e9_.log 2025-12-04T12:06:22.0690040Z Running 88 items in this shard: test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_compile_after_package, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_compile_after_package_multi_arch, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_compile_after_package_static, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_compile_standalone_cos, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_compile_with_exporter, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_compile_with_exporter_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_deepcopy_compiled_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_loading_wrong_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_package_shared_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_package_user_managed_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_package_weights_on_disk_nested_module, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cpu::test_update_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_compile_after_package, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_compile_after_package_multi_arch, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_compile_after_package_static, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_compile_standalone_cos, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_compile_with_exporter, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_compile_with_exporter_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_deepcopy_compiled_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_loading_wrong_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_package_shared_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_package_user_managed_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_package_weights_on_disk_nested_module, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cpu::test_update_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_compile_after_package, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_compile_after_package_multi_arch, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_compile_after_package_static, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_compile_standalone_cos, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_compile_with_exporter, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_compile_with_exporter_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_deepcopy_compiled_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_loading_wrong_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_package_shared_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_package_user_managed_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_package_weights_on_disk_nested_module, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackage_cuda::test_update_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_add, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_bool_input, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_compile_after_package, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_compile_after_package_multi_arch, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_compile_after_package_static, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_compile_standalone_cos, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_compile_with_exporter, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_compile_with_exporter_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_deepcopy_compiled_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_duplicate_calls, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_linear, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_loading_wrong_model, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_metadata, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_multiple_methods, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_package_shared_weights, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_package_user_managed_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_package_weights_on_disk_nested_module, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_package_without_weight, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_remove_intermediate_files, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_save_buffer, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_specified_output_dir, test/inductor/test_aot_inductor_package.py::TestAOTInductorPackageCpp_cuda::test_update_weights 2025-12-04T12:06:22.0765438Z 2025-12-04T12:06:22.0765804Z Finished inductor/test_aot_inductor_package 1/1 ... [2025-12-04 12:06:22.076399][12519.00644877], took 8.04min 2025-12-04T12:06:22.0851320Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_aot_inductor_package/inductor.test_aot_inductor_package-a71c8af3e49ae1c6.xml 2025-12-04T12:06:22.1807333Z Running dynamo/test_buffers_override 1/1 ... [2025-12-04 12:06:22.180475][12519.110532648] 2025-12-04T12:06:22.1807812Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:06:22.1810437Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_buffers_override.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:06:22.180770] 2025-12-04T12:06:29.6073554Z 2025-12-04T12:06:29.6074465Z dynamo/test_buffers_override 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_buffers_override_1.1_dc61dca5ffe335a0_.log 2025-12-04T12:06:29.6075847Z Running 2 items in this shard: test/dynamo/test_buffers_override.py::TestBuffersOverride::test_buffers_override, test/dynamo/test_buffers_override.py::TestBuffersOverride::test_named_buffers_override 2025-12-04T12:06:29.6076617Z 2025-12-04T12:06:29.6076903Z Finished dynamo/test_buffers_override 1/1 ... [2025-12-04 12:06:29.606976][12526.537027751], took 0.12min 2025-12-04T12:06:29.6159607Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_buffers_override/dynamo.test_buffers_override-3ef1ad200f2c023f.xml 2025-12-04T12:06:29.6991051Z Running inductor/test_inplacing_pass 1/1 ... [2025-12-04 12:06:29.698851][12526.628907977] 2025-12-04T12:06:29.6991551Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:06:29.6994444Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:06:29.699162] 2025-12-04T12:06:43.1383384Z 2025-12-04T12:06:43.1384393Z inductor/test_inplacing_pass 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_inplacing_pass_1.1_e44bee7b83cb4553_.log 2025-12-04T12:06:43.1392693Z Running 22 items in this shard: test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_counters_functionalize_old, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_counters_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_input, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_live, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_dont_modify_view_of_live, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_generalized_scatter, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_lists_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_lists_old_functionalize, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multi_output_intermediate, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multiple_intermediate, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_multiple_mutations, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_empty_like_sin_op, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_empty_like_sin_triton, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_ones_like_sin_op, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_partitioner_recomputes_factory_ones_like_sin_triton, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_should_modify_inner, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_should_modify_input, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_view_inplaced2_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_view_inplaced_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced2_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced3_functionalize_v2, test/inductor/test_inplacing_pass.py::TestReinplacingPassCorrectness::test_views_not_inplaced_functionalize_v2 2025-12-04T12:06:43.1400183Z 2025-12-04T12:06:43.1400424Z Finished inductor/test_inplacing_pass 1/1 ... [2025-12-04 12:06:43.138000][12540.068046572], took 0.22min 2025-12-04T12:06:43.1471574Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_inplacing_pass/inductor.test_inplacing_pass-3aa58ec3772ee7e7.xml 2025-12-04T12:06:43.2277176Z Running inductor/test_split_cat_fx_passes 1/1 ... [2025-12-04 12:06:43.227483][12540.157540607] 2025-12-04T12:06:43.2277673Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:06:43.2280416Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_split_cat_fx_passes.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:06:43.227787] 2025-12-04T12:07:34.5774549Z 2025-12-04T12:07:34.5775449Z inductor/test_split_cat_fx_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_passes_1.1_6a80c3fd03da122d_.log 2025-12-04T12:07:34.5779903Z Running 11 items in this shard: test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_cat_normalization, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_config_flag_is_respected, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_consecutive_split_merge, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_numpy_compat_normalization, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_cat_merge, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_cat_merge_mutation, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_cat_new_patterns, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_normalization, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_split_squeeze, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_stack_normalization_axis_kwarg, test/inductor/test_split_cat_fx_passes.py::TestSplitCatFxPasses::test_unbind_stack 2025-12-04T12:07:34.5783540Z 2025-12-04T12:07:34.5783793Z Finished inductor/test_split_cat_fx_passes 1/1 ... [2025-12-04 12:07:34.577144][12591.507194898], took 0.86min 2025-12-04T12:07:34.5866437Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_split_cat_fx_passes/inductor.test_split_cat_fx_passes-543a72e2943d6e4c.xml 2025-12-04T12:07:34.6682271Z Running inductor/test_cache 1/1 ... [2025-12-04 12:07:34.667880][12591.597937461] 2025-12-04T12:07:34.6682846Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:07:34.6684584Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cache.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:07:34.668202] 2025-12-04T12:08:17.3520267Z 2025-12-04T12:08:17.3521330Z inductor/test_cache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cache_1.1_fba05b00ef10da8f_.log 2025-12-04T12:08:17.3734417Z Running 725 items in this shard: test/inductor/test_cache.py::CacheTest::test_combo_concurrent_cache_type0_key_type0_value_type0_get_first_False, test/inductor/test_cache.py::CacheTest::test_combo_concurrent_cache_type0_key_type0_value_type0_get_first_True, test/inductor/test_cache.py::CacheTest::test_combo_concurrent_cache_type0_key_type0_value_type1_get_first_False, test/inductor/test_cache.py::CacheTest::test_combo_concurrent_cache_type0_key_type0_value_type1_get_first_True, test/inductor/test_cache.py::CacheTest::test_combo_concurrent_cache_type0_key_type0_value_type2_get_first_False, test/inductor/test_cache.py::CacheTest::test_combo_concurrent_cache_type0_key_type0_value_type2_get_first_True, 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test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_get_concurrent_cache_type2_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type0_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_cache_type2_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type0_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type0_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type0_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type0_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type0_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type0_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type0_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type1_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type1_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type1_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type1_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type1_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type1_value_type5, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type2_value_type0, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type2_value_type1, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type2_value_type2, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type2_value_type3, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type2_value_type4, test/inductor/test_cache.py::CacheTest::test_insert_concurrent_cache_type2_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type0_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type0_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type1_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type1_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type2_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type2_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type3_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type3_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type4_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type4_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type5_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type0_value_type5_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type0_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type0_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type1_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type1_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type2_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type2_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type3_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type3_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type4_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type4_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type5_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type1_value_type5_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type0_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type0_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type1_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type1_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type2_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type2_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type3_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type3_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type4_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type4_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type5_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type0_key_type2_value_type5_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type0_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type0_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type1_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type1_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type2_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type2_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type3_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type3_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type4_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type4_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type5_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type0_value_type5_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type0_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type0_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type1_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type1_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type2_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type2_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type3_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type3_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type4_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type4_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type5_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type1_value_type5_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type0_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type0_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type1_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type1_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type2_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type2_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type3_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type3_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type4_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type4_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type5_get_first_False, test/inductor/test_cache.py::AsyncCacheTest::test_combo_async_concurrent_async_cache_type1_key_type2_value_type5_get_first_True, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type0_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_async_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type0_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_get_async_concurrent_async_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type0_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_async_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type0_key_type2_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type0_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type0_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type0_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type0_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type0_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type0_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type1_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type1_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type1_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type1_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type1_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type1_value_type5, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type2_value_type0, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type2_value_type1, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type2_value_type2, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type2_value_type3, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type2_value_type4, test/inductor/test_cache.py::AsyncCacheTest::test_insert_async_concurrent_async_cache_type1_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type0_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type0_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type0_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type0_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type0_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type0_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type1_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type1_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type1_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type1_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type1_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type1_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type2_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type2_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type2_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type2_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type2_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_bad_encoding_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type0_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type0_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type0_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type0_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type0_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type0_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type1_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type1_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type1_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type1_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type1_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type1_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type2_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type2_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type2_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type2_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type2_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_duplicated_entries_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type0_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type0_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type0_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type0_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type1_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type1_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type1_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type1_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type2_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type2_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type2_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type2_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type3_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type3_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type3_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type3_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type4_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type4_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type4_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type4_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type5_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type5_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type5_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type0_value_type5_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type0_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type0_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type0_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type0_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type1_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type1_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type1_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type1_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type2_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type2_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type2_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type2_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type3_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type3_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type3_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type3_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type4_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type4_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type4_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type4_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type5_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type5_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type5_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type1_value_type5_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type0_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type0_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type0_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type0_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type1_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type1_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type1_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type1_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type2_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type2_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type2_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type2_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type3_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type3_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type3_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type3_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type4_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type4_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type4_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type4_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type5_with_whitespace_False_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type5_with_whitespace_False_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type5_with_whitespace_True_with_semicolon_suffix_False, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_key_type2_value_type5_with_whitespace_True_with_semicolon_suffix_True, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type0_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type0_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type0_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type0_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type0_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type0_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type1_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type1_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type1_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type1_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type1_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type1_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type2_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type2_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type2_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type2_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type2_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_missing_comma_separator_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type0_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type0_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type0_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type0_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type0_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type0_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type1_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type1_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type1_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type1_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type1_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type1_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type2_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type2_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type2_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type2_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type2_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_env_var_not_un_pickle_able_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type0_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type0_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type0_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type0_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type0_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type0_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type1_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type1_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type1_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type1_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type1_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type1_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type2_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type2_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type2_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type2_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type2_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_dict, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type0_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type0_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type0_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type0_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type0_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type0_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type1_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type1_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type1_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type1_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type1_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type1_value_type5, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type2_value_type0, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type2_value_type1, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type2_value_type2, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type2_value_type3, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type2_value_type4, test/inductor/test_cache.py::OtherTest::test_in_memory_cache_from_file_path_not_un_pickle_able_key_type2_value_type5, test/inductor/test_cache.py::OtherTest::test_on_disk_cache_fpath_from_key_un_pickle_able_on_disk_cache_type0, test/inductor/test_cache.py::OtherTest::test_on_disk_cache_fpath_from_key_un_pickle_able_on_disk_cache_type1, test/inductor/test_cache.py::OtherTest::test_on_disk_cache_version_bump_on_disk_cache_type0, test/inductor/test_cache.py::OtherTest::test_on_disk_cache_version_bump_on_disk_cache_type1 2025-12-04T12:08:17.3940800Z 2025-12-04T12:08:17.3941020Z Finished inductor/test_cache 1/1 ... [2025-12-04 12:08:17.352886][12634.282942189], took 0.71min 2025-12-04T12:08:17.3941737Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_cache/inductor.test_cache-5d255d39e1c51dc6.xml 2025-12-04T12:08:17.4548677Z Running dynamo/test_subgraphs 1/1 ... [2025-12-04 12:08:17.454592][12634.384650405] 2025-12-04T12:08:17.4549140Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:08:17.4551540Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_subgraphs.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:08:17.454886] 2025-12-04T12:08:25.5323592Z 2025-12-04T12:08:25.5324483Z dynamo/test_subgraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_subgraphs_1.1_066f8a0c7042d326_.log 2025-12-04T12:08:25.5334310Z 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 2025-12-04T12:08:25.5342988Z 2025-12-04T12:08:25.5343205Z Finished dynamo/test_subgraphs 1/1 ... [2025-12-04 12:08:25.532046][12642.462095473], took 0.13min 2025-12-04T12:08:25.5416690Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_subgraphs/dynamo.test_subgraphs-09b4a7e29bbe3fa1.xml 2025-12-04T12:08:25.6256935Z Running dynamo/test_config 1/1 ... [2025-12-04 12:08:25.625430][12642.555487574] 2025-12-04T12:08:25.6257358Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:08:25.6259786Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:08:25.625718] 2025-12-04T12:08:29.6468322Z 2025-12-04T12:08:29.6469877Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_11f86e946dd748bb_.log 2025-12-04T12:08:29.6474166Z Running 5 items in this shard: test/dynamo/test_config.py::ConfigTests::test_automatic_dynamic, test/dynamo/test_config.py::ConfigTests::test_config_compile_ignored, test/dynamo/test_config.py::ConfigTests::test_config_hash, test/dynamo/test_config.py::ConfigTests::test_no_assume_static_by_default, test/dynamo/test_config.py::ConfigTests::test_no_automatic_dynamic 2025-12-04T12:08:29.6475360Z 2025-12-04T12:08:29.6475577Z Finished dynamo/test_config 1/1 ... [2025-12-04 12:08:29.646459][12646.576510417], took 0.07min 2025-12-04T12:08:29.6563184Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_config/dynamo.test_config-5515359b47b31f87.xml 2025-12-04T12:08:29.6846270Z Running dynamo/test_metrics_context 1/1 ... [2025-12-04 12:08:29.684397][12646.614454756] 2025-12-04T12:08:29.6846744Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:08:29.6849229Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_metrics_context.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:08:29.684687] 2025-12-04T12:08:32.8540576Z 2025-12-04T12:08:32.8541738Z dynamo/test_metrics_context 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_metrics_context_1.1_002e546e329ddd3b_.log 2025-12-04T12:08:32.8545089Z Running 9 items in this shard: test/dynamo/test_metrics_context.py::TestMetricsContext::test_add_to_set, test/dynamo/test_metrics_context.py::TestMetricsContext::test_context_exists, test/dynamo/test_metrics_context.py::TestMetricsContext::test_nested_context, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set_disallow_overwrite, test/dynamo/test_metrics_context.py::TestMetricsContext::test_set_key_value, test/dynamo/test_metrics_context.py::TestMetricsContext::test_top_n, test/dynamo/test_metrics_context.py::TestMetricsContext::test_update_allow_overwrite, test/dynamo/test_metrics_context.py::TestMetricsContext::test_update_disallow_overwrite 2025-12-04T12:08:32.8547779Z 2025-12-04T12:08:32.8548080Z Finished dynamo/test_metrics_context 1/1 ... [2025-12-04 12:08:32.853826][12649.783879023], took 0.05min 2025-12-04T12:08:32.8635457Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_metrics_context/dynamo.test_metrics_context-ae52250b3f1790bf.xml 2025-12-04T12:08:32.8927296Z Running export/test_package 1/1 ... [2025-12-04 12:08:32.892494][12649.822551188] 2025-12-04T12:08:32.8927757Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:08:32.8930213Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:08:32.892783] 2025-12-04T12:08:36.3629698Z 2025-12-04T12:08:36.3631028Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_a6e913db0285f48a_.log 2025-12-04T12:08:36.3634360Z Running 4 items in this shard: test/export/test_package.py::TestPackage::test_basic, test/export/test_package.py::TestPackage::test_error, test/export/test_package.py::TestPackage::test_more_than_once, test/export/test_package.py::TestPackage::test_overloads 2025-12-04T12:08:36.3636193Z 2025-12-04T12:08:36.3636479Z Finished export/test_package 1/1 ... [2025-12-04 12:08:36.362576][12653.292627432], took 0.06min 2025-12-04T12:08:36.3727953Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_package/export.test_package-9dee170e5c627070.xml 2025-12-04T12:08:36.3981606Z Running export/test_export_opinfo 1/1 ... [2025-12-04 12:08:36.397931][12653.327989369] 2025-12-04T12:08:36.3982062Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:08:36.3984924Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_opinfo.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:08:36.398227] 2025-12-04T12:09:18.1804581Z 2025-12-04T12:09:18.1805455Z 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_3d1bc70b4b44aaa2_.log 2025-12-04T12:09:18.1809030Z Running 9 items in this shard: test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export___getitem___cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nn_functional_batch_norm_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nn_functional_batch_norm_without_cudnn_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nn_functional_conv2d_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nn_functional_instance_norm_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nn_functional_multi_margin_loss_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nn_functional_scaled_dot_product_attention_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_fake_export_nonzero_cuda_float32, test/export/test_export_opinfo.py::TestExportOnFakeCudaCUDA::test_preserve_original_behavior_cuda 2025-12-04T12:09:18.1812253Z 2025-12-04T12:09:18.1812488Z Finished export/test_export_opinfo 1/1 ... [2025-12-04 12:09:18.179924][12695.109972774], took 0.70min 2025-12-04T12:09:18.1901182Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/export.test_export_opinfo/export.test_export_opinfo-f788979ada4338e2.xml 2025-12-04T12:09:18.2732359Z Running inductor/test_control_flow 3/5 ... [2025-12-04 12:09:18.272980][12695.203038033] 2025-12-04T12:09:18.2732828Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:09:18.2735677Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_control_flow.py', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:09:18.273294] 2025-12-04T12:18:45.3995077Z 2025-12-04T12:18:45.3996307Z inductor/test_control_flow 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_control_flow_3.5_bc1523a3b79c2bac_.log 2025-12-04T12:18:45.4150946Z Running 146 items in this shard: test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_decompose_ops_in_subgraph_recursive_device_cpu, test/inductor/test_control_flow.py::CondTests::test_cond_functional_call_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_inductor_fx_passes_recursively_applied, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_mismatched_branch_output_size_device_cuda_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cpu_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cpu_dynamic_True, test/inductor/test_control_flow.py::CondTests::test_cond_outer_code_before_after_device_cuda_dynamic_False, test/inductor/test_control_flow.py::CondTests::test_cond_subgraphs_with_parameters_device_cuda_dynamic_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_nested_control_flow_device_cuda_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_stack_output_simple_device_cpu_dynamic_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cpu_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cuda_dynamic_False_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_conv_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_data_dependent_ops_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_False_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_parameters_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_pytree_inputs_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_with_sym_expr_cond_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::WhileLoopTests::test_while_loop_zero_loop_device_cpu_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_cond_in_scan_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_chunked_ce_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cpu_dynamic_False, test/inductor/test_control_flow.py::ScanTests::test_scan_compare_chunked_ce_with_no_scan_device_cpu_dynamic_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_False_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_False_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_1_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_conv_device_cuda_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_False_dim_3_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_0_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_1_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_False_reverse_True_dim_3_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_0_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_1_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_False_dim_3_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_0_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_0_pred_True_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_1_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cpu_dynamic_True_reverse_True_dim_3_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_0_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_False_dim_1_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_0_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_1_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_False_reverse_True_dim_3_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_0_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_1_pred_True_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_False_dim_3_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_0_pred_True_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_1_pred_False_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_False_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_in_cond_device_cuda_dynamic_True_reverse_True_dim_3_pred_True_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_1_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_False_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_False_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_False_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_1_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cpu_dynamic_True_reverse_True_dim_3_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_0_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_False_reverse_True_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_0_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_False_dim_3_scan_length_5_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_nn_modules_device_cuda_dynamic_True_reverse_True_dim_1_scan_length_5_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_False_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_False_dim_2_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_False_reverse_True_dim_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_False_dim_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cpu_dynamic_True_reverse_True_dim_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_False_reverse_False_dim_1_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_False_dim_1_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_pytree_in_out_device_cuda_dynamic_True_reverse_True_dim_2_autograd_False, test/inductor/test_control_flow.py::ScanTests::test_scan_with_clamp_device_cpu_dynamic_True_autograd_True, test/inductor/test_control_flow.py::ScanTests::test_scan_with_clamp_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cpu_dynamic_False_autograd_False, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::MapTests::test_map_pytree_in_out_device_cuda_dynamic_True_autograd_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_device_cpu_dynamic_True_autograd_False, test/inductor/test_control_flow.py::MapTests::test_map_simple_device_cuda_dynamic_False_autograd_True, test/inductor/test_control_flow.py::MapTests::test_map_simple_linear_with_view_device_cuda_dynamic_False_autograd_False 2025-12-04T12:18:45.4330828Z 2025-12-04T12:18:45.4338742Z Finished inductor/test_control_flow 3/5 ... [2025-12-04 12:18:45.433634][13262.363684455], took 9.45min 2025-12-04T12:18:45.4440084Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_control_flow/inductor.test_control_flow-e1b359d4c932e409.xml 2025-12-04T12:18:46.7281683Z Uploading artifacts took 1.20 seconds 2025-12-04T12:18:46.7285482Z Running inductor/test_torchinductor_codegen_config_overrides 1/1 ... [2025-12-04 12:18:46.728327][13263.658382634] 2025-12-04T12:18:46.7286041Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:18:46.7289474Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_config_overrides.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:18:46.728706] 2025-12-04T12:18:57.4120493Z 2025-12-04T12:18:57.4123014Z inductor/test_torchinductor_codegen_config_overrides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_config_overrides_1.1_8c8fbcbe10329634_.log 2025-12-04T12:18:57.4126796Z Running 4 items in this shard: test/inductor/test_torchinductor_codegen_config_overrides.py::CodegenInductorTest::test_cse_make_block_ptr_reduction, test/inductor/test_torchinductor_codegen_config_overrides.py::CodegenInductorTest::test_force_pointwise_cat_force_pointwise_cat_False, test/inductor/test_torchinductor_codegen_config_overrides.py::CodegenInductorTest::test_force_pointwise_cat_force_pointwise_cat_True, test/inductor/test_torchinductor_codegen_config_overrides.py::CodegenInductorTest::test_kernel_fusion_thresholds 2025-12-04T12:18:57.4128759Z 2025-12-04T12:18:57.4129144Z Finished inductor/test_torchinductor_codegen_config_overrides 1/1 ... [2025-12-04 12:18:57.411612][13274.341659802], took 0.18min 2025-12-04T12:18:57.4225775Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_torchinductor_codegen_config_overrides/inductor.test_torchinductor_codegen_config_overrides-5fcfb1b3eff008ec.xml 2025-12-04T12:18:57.5079072Z Running inductor/test_codecache 1/1 ... [2025-12-04 12:18:57.507642][13274.437698897] 2025-12-04T12:18:57.5080407Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:18:57.5082090Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_codecache.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:18:57.507952] 2025-12-04T12:23:23.6746589Z 2025-12-04T12:23:23.6747752Z inductor/test_codecache 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_codecache_1.1_8e91592b815f4846_.log 2025-12-04T12:23:23.6839369Z Running 247 items in this shard: test/inductor/test_codecache.py::TestPyCodeCache::test_editable_cached_wrapper, test/inductor/test_codecache.py::TestPyCodeCache::test_linemaps_empty, test/inductor/test_codecache.py::TestFxGraphCache::test_async_compile_cache, test/inductor/test_codecache.py::TestFxGraphCache::test_auto_functionalized_caching_variant_v1, test/inductor/test_codecache.py::TestFxGraphCache::test_auto_functionalized_caching_variant_v2, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_clear, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_guard, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_guard_overspec, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_False_device_cpu_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_False_device_cpu_float32, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_False_device_cuda_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_False_device_cuda_float32, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_True_device_cpu_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_True_device_cpu_float32, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_True_device_cuda_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_caching_precompile_dynamic_True_device_cuda_float32, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cpu_bfloat16_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cpu_bfloat16_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cpu_float32_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cpu_float32_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cuda_bfloat16_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cuda_bfloat16_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cuda_float32_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_device_cuda_float32_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_empty, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_generic, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_pgo, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_pgo_swap_file_names, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_hot_load_repeat, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True_grad_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cpu_float32_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cpu_float32_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cpu_float64_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cpu_float64_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cuda_float32_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cuda_float32_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cuda_float64_dynamic_False, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_model_device_cuda_float64_dynamic_True, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_with_guards_int32_bounds_device_cuda_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_with_guards_int32_bounds_device_cuda_float16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_with_guards_static_bounds_device_cpu_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_with_guards_static_bounds_device_cpu_float32, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_with_guards_static_bounds_device_cuda_bfloat16, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_load_with_guards_static_bounds_device_cuda_float32, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_with_nt, test/inductor/test_codecache.py::TestFxGraphCache::test_cache_with_symint_non_arg_guard, test/inductor/test_codecache.py::TestFxGraphCache::test_constant_handling_device_cpu, test/inductor/test_codecache.py::TestFxGraphCache::test_constant_handling_device_cuda, test/inductor/test_codecache.py::TestFxGraphCache::test_flex_attention_caching, test/inductor/test_codecache.py::TestFxGraphCache::test_freezing_device_cpu_inlinable_False, test/inductor/test_codecache.py::TestFxGraphCache::test_freezing_device_cpu_inlinable_True, test/inductor/test_codecache.py::TestFxGraphCache::test_freezing_device_cuda_inlinable_False, test/inductor/test_codecache.py::TestFxGraphCache::test_freezing_device_cuda_inlinable_True, test/inductor/test_codecache.py::TestFxGraphCache::test_generated_kernel_count, test/inductor/test_codecache.py::TestFxGraphCache::test_higher_order_op_bypass_bundle_triton_False, test/inductor/test_codecache.py::TestFxGraphCache::test_higher_order_op_bypass_bundle_triton_True, test/inductor/test_codecache.py::TestFxGraphCache::test_inductor_counters, test/inductor/test_codecache.py::TestFxGraphCache::test_no_arguments_tensor_device_guards, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cpu_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_bfloat16_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_False_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_remote_cache_load_function_device_cuda_float32_dynamic_True_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_tensor_device_guards_cpu_tensor, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_higher_order_op_bundle_triton_False, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_higher_order_op_bundle_triton_True, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_higher_order_op_different_configs_bundle_triton_False, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_higher_order_op_different_configs_bundle_triton_True, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_op_bundle_triton_False_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_op_bundle_triton_False_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_op_bundle_triton_True_use_static_cuda_launcher_False, test/inductor/test_codecache.py::TestFxGraphCache::test_triton_op_bundle_triton_True_use_static_cuda_launcher_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_dynamic_shapes_from_example_inputs_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_dynamic_shapes_from_example_inputs_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_is_aot_False_dynamic_shapes_from_graph, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_is_aot_False_dynamic_shapes_from_tracing_context, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_is_aot_True_dynamic_shapes_from_graph, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_is_aot_True_dynamic_shapes_from_tracing_context, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_static_shapes_dynamic_shapes_from_example_inputs, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_static_shapes_dynamic_shapes_from_graph, test/inductor/test_codecache.py::TestStandaloneCompile::test_backend_static_shapes_dynamic_shapes_from_tracing_context, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_False_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_False_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_False_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_False_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_True_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_True_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_True_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_binary_dynamic_True_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_False_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_False_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_False_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_False_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_True_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_True_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_True_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cpu_format_unpacked_dynamic_True_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_False_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_False_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_False_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_False_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_True_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_True_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_True_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_binary_dynamic_True_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_False_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_False_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_False_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_False_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_True_graph_partition_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_True_graph_partition_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_True_graph_partition_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_basic_device_cuda_format_unpacked_dynamic_True_graph_partition_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_call_in_backend_dynamic_False_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_call_in_backend_dynamic_False_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_call_in_backend_dynamic_True_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_call_in_backend_dynamic_True_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_custom_pass_handling, test/inductor/test_codecache.py::TestStandaloneCompile::test_different_process, test/inductor/test_codecache.py::TestStandaloneCompile::test_dynamic_shapes_from_example_inputs_is_aot_False_config_patches_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_dynamic_shapes_from_example_inputs_is_aot_False_config_patches_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_dynamic_shapes_from_example_inputs_is_aot_True_config_patches_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_dynamic_shapes_from_example_inputs_is_aot_True_config_patches_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_dynamic_shapes_from_graph_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_dynamic_shapes_from_graph_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_modify_unpacked_file_device_cpu, test/inductor/test_codecache.py::TestStandaloneCompile::test_modify_unpacked_file_device_cuda, test/inductor/test_codecache.py::TestStandaloneCompile::test_save_in_new_path, test/inductor/test_codecache.py::TestStandaloneCompile::test_split_module_is_aot_False, test/inductor/test_codecache.py::TestStandaloneCompile::test_split_module_is_aot_True, test/inductor/test_codecache.py::TestStandaloneCompile::test_static_shapes_is_aot_False_dynamic_shapes_from_example_inputs, test/inductor/test_codecache.py::TestStandaloneCompile::test_static_shapes_is_aot_False_dynamic_shapes_from_graph, test/inductor/test_codecache.py::TestStandaloneCompile::test_static_shapes_is_aot_True_dynamic_shapes_from_example_inputs, test/inductor/test_codecache.py::TestStandaloneCompile::test_static_shapes_is_aot_True_dynamic_shapes_from_graph, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_bypass_unsupported, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_get_hash_for_files, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_config_changes, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_custom_backend_config, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_custom_backend_pass, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_custom_partitioner_fn, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_custom_passes, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_fake_tensors, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_kwargs, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_hash_private_config_changes, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_non_serializable_custom_passes_causes_cache_miss, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_parameter_constants, test/inductor/test_codecache.py::TestFxGraphCacheHashing::test_stable_strings, test/inductor/test_codecache.py::TestCudaCompileCommand::test_cuda_compile_command, test/inductor/test_codecache.py::TestAutotuneCache::test_autotune_cache, test/inductor/test_codecache.py::TestAutotuneCache::test_autotune_cache_warm_start, test/inductor/test_codecache.py::TestAutotuneCache::test_bundled_autotune_remote_cache, test/inductor/test_codecache.py::TestAutotuneCache::test_modified_autotune_cache_remote_cache_False, test/inductor/test_codecache.py::TestAutotuneCache::test_modified_autotune_cache_remote_cache_True, test/inductor/test_codecache.py::TestRemoteAOTAutogradCache::test_autograd_remote_cache, test/inductor/test_codecache.py::TestRemoteAOTAutogradCache::test_autograd_remote_lazy_backward, test/inductor/test_codecache.py::TestUtils::test_force_disable_coordinate_descent, test/inductor/test_codecache.py::TestUtils::test_fresh_cache 2025-12-04T12:23:23.6928121Z 2025-12-04T12:23:23.6928359Z Finished inductor/test_codecache 1/1 ... [2025-12-04 12:23:23.674942][13540.604994476], took 4.44min 2025-12-04T12:23:23.6929119Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/inductor.test_codecache/inductor.test_codecache-182193dd1890193a.xml 2025-12-04T12:23:23.7861903Z Running dynamo/test_torchrec 1/1 ... [2025-12-04 12:23:23.785933][13540.715990532] 2025-12-04T12:23:23.7862565Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:23:23.7864723Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_torchrec.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:23:23.786210] 2025-12-04T12:23:26.8466741Z 2025-12-04T12:23:26.8467501Z dynamo/test_torchrec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_torchrec_1.1_15c5f884da916795_.log 2025-12-04T12:23:26.8468079Z Running 0 items in this shard: 2025-12-04T12:23:26.8468217Z 2025-12-04T12:23:26.8468421Z Finished dynamo/test_torchrec 1/1 ... [2025-12-04 12:23:26.846448][13543.776504116], took 0.05min 2025-12-04T12:23:26.8569557Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/dynamo.test_torchrec/dynamo.test_torchrec-421329db8cbee891.xml 2025-12-04T12:23:26.8821233Z Running profiler/test_kineto 1/1 ... [2025-12-04 12:23:26.881886][13543.811944825] 2025-12-04T12:23:26.8821695Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:23:26.8824223Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_kineto.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:23:26.882157] 2025-12-04T12:23:41.2732872Z 2025-12-04T12:23:41.2733934Z profiler/test_kineto 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_kineto_1.1_5e6c223d69078742_.log 2025-12-04T12:23:41.2735509Z Running 1 items in this shard: test/profiler/test_kineto.py::SimpleKinetoInitializationTest::test_kineto_profiler_with_environment_variable 2025-12-04T12:23:41.2736321Z 2025-12-04T12:23:41.2736726Z Finished profiler/test_kineto 1/1 ... [2025-12-04 12:23:41.272933][13558.202983243], took 0.24min 2025-12-04T12:23:41.2839178Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/profiler.test_kineto/profiler.test_kineto-42f6a19f32a058a9.xml 2025-12-04T12:23:41.3646141Z Running test_module_tracker 1/1 ... [2025-12-04 12:23:41.364340][13558.294397319] 2025-12-04T12:23:41.3646746Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:23:41.3649665Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_module_tracker.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:23:41.364645] 2025-12-04T12:23:44.5348719Z 2025-12-04T12:23:44.5349533Z test_module_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_module_tracker_1.1_dcd069743cf86c81_.log 2025-12-04T12:23:44.5351185Z Running 3 items in this shard: test/test_module_tracker.py::TestModuleTracker::test_bw_detection, test/test_module_tracker.py::TestModuleTracker::test_confused_hierarchy, test/test_module_tracker.py::TestModuleTracker::test_module_hierarchy 2025-12-04T12:23:44.5352187Z 2025-12-04T12:23:44.5352446Z Finished test_module_tracker 1/1 ... [2025-12-04 12:23:44.534521][13561.46457223], took 0.05min 2025-12-04T12:23:44.5452685Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_module_tracker/test_module_tracker-f668b5c3c753f9c5.xml 2025-12-04T12:23:44.5757444Z Running test_autograd 1/1 ... [2025-12-04 12:23:44.575491][13561.505549748] 2025-12-04T12:23:44.5757879Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:23:44.5760313Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autograd.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:23:44.575765] 2025-12-04T12:24:41.5798610Z 2025-12-04T12:24:41.5801624Z test_autograd 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autograd_1.1_31fe1ed1545ed57f_.log 2025-12-04T12:24:41.5953261Z Running 659 items in this shard: test/test_autograd.py::TestAutograd::test_access_saved_tensor_twice_without_recomputation_works, test/test_autograd.py::TestAutograd::test_accumulate_grad, test/test_autograd.py::TestAutograd::test_accumulate_grad_posthooks_can_observe_tensor_prehook, test/test_autograd.py::TestAutograd::test_accumulate_grad_posthooks_should_not_execute, test/test_autograd.py::TestAutograd::test_accumulate_grad_tensor_reference, test/test_autograd.py::TestAutograd::test_accumulate_grad_with_zero_numel_grad, test/test_autograd.py::TestAutograd::test_anomaly_assign_parent_cleanup, test/test_autograd.py::TestAutograd::test_anomaly_detect_nan, test/test_autograd.py::TestAutograd::test_anomaly_grad_warnings, 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test/test_autograd.py::TestAutogradFunctional::test_hvp_err_check_strict_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_hvp_no_grad_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_hvp_no_grad_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_hvp_output_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_hvp_output_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_hvp_scalar_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_hvp_scalar_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_create_graph_vectorize_False_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_create_graph_vectorize_False_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_create_graph_vectorize_True_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_create_graph_vectorize_True_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_strict_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_strict_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_strict_vectorize_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_strict_vectorize_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_vectorize_False_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_vectorize_False_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_vectorize_True_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_err_check_vectorize_True_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_match_vjp_jvp_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_match_vjp_jvp_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_no_grad_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_no_grad_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_output_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_output_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_output_vectorized_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_output_vectorized_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_scalar_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_scalar_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_scalar_vectorized_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_scalar_vectorized_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_different_devices_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_different_devices_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_different_dtype_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_different_dtype_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_multi_input_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_multi_input_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_multi_input_multi_output_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_multi_input_multi_output_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_simple_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_simple_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_unrelated_outputs_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_unrelated_outputs_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_zero_dim_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_correctness_zero_dim_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_raises_no_warnings_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jacobian_vectorize_raises_no_warnings_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_create_graph_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_create_graph_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_err_check_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_err_check_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_err_check_strict_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_err_check_strict_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_no_grad_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_no_grad_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_output_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_output_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_scalar_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_jvp_scalar_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_create_graph_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_create_graph_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_err_check_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_err_check_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_err_check_strict_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_err_check_strict_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_no_grad_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_no_grad_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_output_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_output_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_scalar_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vhp_scalar_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_create_graph_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_create_graph_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_err_check_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_err_check_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_err_check_strict_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_err_check_strict_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_no_grad_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_no_grad_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_output_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_output_logging_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_scalar_base_tensor, test/test_autograd.py::TestAutogradFunctional::test_vjp_scalar_logging_tensor, test/test_autograd.py::TestAutogradLogging::test_logging, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_advanced_indexing_backwards_large_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_advanced_indexing_backwards_memory_format_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_backward_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_complex_scalar_backward_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_copy__cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_copy_forward_ad_broadcasting_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_copy_forward_ad_same_layout_copies_grad_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_copy_r_to_c_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_cross_device_reentrant_autograd_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_free_unneeded_tensor_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_grad_assignment_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_gradcheck_input_output_different_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_multiple_output_view_of_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_backprop_base_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_backprop_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_backprop_view_of_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_gradcheck_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_makes_base_require_grad_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_modify_base_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_multi_output_safe_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_multi_output_unsafe_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_multiple_outputs_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_non_contig_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_of_multiple_output_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_of_view_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_python_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_then_no_grad_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inplace_on_view_undefined_grad_output_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_inputbuffer_add_multidevice_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_min_max_median_backprops_to_all_values_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_mv_grad_stride_0_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_non_differentiable_ops_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_parameter_resize_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_pin_memory_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_pow_real_negative_base_complex_exponent_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_profiler_emit_itt_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_profiler_emit_nvtx_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_pyscalar_conversions_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_reentrant_parent_error_on_cpu_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_requires_grad_factory_cuda_float32, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_requires_grad_factory_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_resize_version_bump_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_rnn_backward_to_input_but_not_parameters_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_scatter_index_reduce_amin_amax_backprops_to_all_values_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_scatter_index_reduce_prod_gradgrad_error_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_float16, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_float32, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int16, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int32, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_set_requires_grad_only_for_floats_cuda_int8, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_simple_reentrant_cross_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_backward_cuda_complex128, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_backward_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_ctor_getter_backward_cuda_complex128, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_ctor_getter_backward_cuda_float64, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_sparse_mask_autograd_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_strided_leaf_grad_layout_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_to_r_to_c_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_unused_output_device_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_warning_in_backward_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_where_functional_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_where_scalar_cuda, test/test_autograd.py::TestAutogradDeviceTypeCUDA::test_zero_dim_param_mixed_device_grad_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_atan2_zero_gradient_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_autograd_composite_implicit_and_dispatch_registration_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_autograd_multiple_dispatch_registrations_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_backward_single_threaded_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_backward_tls_stash_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_foward_mode_AD_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_is_retain_graph_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_per_dispatch_key_input_saving_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_set_sequence_nr_cuda, test/test_autograd.py::TestAutogradMultipleDispatchCUDA::test_view_copy_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_consumer_to_multi_producer_case_4_correctness_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_consumer_to_single_producer_case_2_correctness_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_consumer_to_single_producer_case_3_correctness_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_consumer_to_single_producer_case_3_correctness_non_default_ambient_stream_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_consumer_to_single_producer_case_4_correctness_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_side_stream_backward_overlap_cuda, test/test_autograd.py::TestAutogradStreamSynchronizationCUDA::test_warn_on_accumulate_grad_stream_mismatch_flag_cuda 2025-12-04T12:24:41.6097992Z 2025-12-04T12:24:41.6098201Z Finished test_autograd 1/1 ... [2025-12-04 12:24:41.580705][13618.510757607], took 0.95min 2025-12-04T12:24:41.6098877Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_autograd/test_autograd-709eab91306f5fe8.xml 2025-12-04T12:24:41.6941387Z Running test_sparse 1/1 ... [2025-12-04 12:24:41.693870][13618.623924355] 2025-12-04T12:24:41.6942044Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:24:41.6945185Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:24:41.694204] 2025-12-04T12:32:57.3013568Z 2025-12-04T12:32:57.3014281Z test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_1.1_ad32bceb509bdcfc_.log 2025-12-04T12:32:57.3762269Z Running 3100 items in this shard: test/test_sparse.py::TestSparseLegacyAndDeprecation::test_legacy_warnings, test/test_sparse.py::TestSparseOneOff::test_cuda_from_cpu, test/test_sparse.py::TestSparseOneOff::test_cuda_sparse_cpu_dense_add, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_add_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_fake_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_print_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_sum_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_to_meta_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_fake_SparseCSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseBSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseBSR_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseCOO_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseCSC_float64, test/test_sparse.py::TestSparseMeta::test_zeros_like_meta_SparseCSR_float64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_float32, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_float64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_int16, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_int32, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_int64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_int8, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_abs_cuda_uint8, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_complex128, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_complex64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_float32, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_float64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_int16, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_int32, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_int64, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_int8, test/test_sparse.py::TestSparseUnaryUfuncsCUDA::test_inplace_asin_cuda_uint8, 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test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseBSR_int64_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_bfloat16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_bool, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int32_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_bfloat16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_bool, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCOO_int64_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_bfloat16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_bool, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int32_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_bfloat16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_bool, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSC_int64_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_bfloat16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_bool, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int32_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_bfloat16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_bool, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_complex128, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_complex64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_float16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_float32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_int16, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_int32, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_int64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_int8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_Strided_SparseCSR_int64_cuda_uint8, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_identity_SparseBSC_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_identity_SparseBSR_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_identity_SparseCOO_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_identity_SparseCSC_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_identity_SparseCSR_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_to_sparse_identity_Strided_cuda_float64, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_ccol_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_ccol_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_ccol_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_ccol_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_ccol_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_ccol_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_coalesce_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_coalesce_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_coalesce_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_coalesce_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_coalesce_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_coalesce_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_col_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_col_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_col_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_col_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_col_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_col_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_crow_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_is_coalesced_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_row_indices_Strided_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseBSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseBSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCOO_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCSC_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_SparseCSR_cuda, test/test_sparse.py::TestSparseAnyCUDA::test_unsupported_backend_error_message_values_Strided_cuda 2025-12-04T12:32:57.4483629Z 2025-12-04T12:32:57.4483835Z Finished test_sparse 1/1 ... [2025-12-04 12:32:57.304715][14114.234768171], took 8.26min 2025-12-04T12:32:57.4484611Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_sparse/test_sparse-a4a91bbb6a5e3b8f.xml 2025-12-04T12:32:57.4485276Z Running higher_order_ops/test_print 1/1 ... [2025-12-04 12:32:57.445222][14114.375279032] 2025-12-04T12:32:57.4485627Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:32:57.4486366Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_print.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:32:57.445526] 2025-12-04T12:33:01.5667312Z 2025-12-04T12:33:01.5669370Z higher_order_ops/test_print 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_print_1.1_59097dbfbaad2ccb_.log 2025-12-04T12:33:01.5674280Z Running 10 items in this shard: test/higher_order_ops/test_print.py::TestHopPrint::test_base_print, test/higher_order_ops/test_print.py::TestHopPrint::test_constant_mutation_backend_aot_eager, test/higher_order_ops/test_print.py::TestHopPrint::test_constant_mutation_backend_eager, test/higher_order_ops/test_print.py::TestHopPrint::test_para_print, test/higher_order_ops/test_print.py::TestHopPrint::test_print_gen_schema, test/higher_order_ops/test_print.py::TestHopPrint::test_print_with_input_mutations, test/higher_order_ops/test_print.py::TestHopPrint::test_print_with_proxy_graph, test/higher_order_ops/test_print.py::TestHopPrint::test_print_with_side_effect, test/higher_order_ops/test_print.py::TestHopPrint::test_reorder_print_no_graph_break_backend_aot_eager, test/higher_order_ops/test_print.py::TestHopPrint::test_reorder_print_no_graph_break_backend_eager 2025-12-04T12:33:01.5676656Z 2025-12-04T12:33:01.5676891Z Finished higher_order_ops/test_print 1/1 ... [2025-12-04 12:33:01.566295][14118.496347254], took 0.07min 2025-12-04T12:33:01.5780532Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/higher_order_ops.test_print/higher_order_ops.test_print-d88cf489cf8396ad.xml 2025-12-04T12:33:01.6099845Z Running test_per_overload_api 1/1 ... [2025-12-04 12:33:01.609729][14118.539786632] 2025-12-04T12:33:01.6100293Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:33:01.6103264Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:33:01.610053] 2025-12-04T12:33:04.7797889Z 2025-12-04T12:33:04.7799338Z 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_b1af2ce8c93d1549_.log 2025-12-04T12:33:04.7803311Z 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 2025-12-04T12:33:04.7804912Z 2025-12-04T12:33:04.7805177Z Finished test_per_overload_api 1/1 ... [2025-12-04 12:33:04.779452][14121.709503812], took 0.05min 2025-12-04T12:33:04.7913548Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_per_overload_api/test_per_overload_api-83998763fcd489f6.xml 2025-12-04T12:33:04.8219912Z Running torch_np/numpy_tests/core/test_einsum 1/1 ... [2025-12-04 12:33:04.821741][14121.751798566] 2025-12-04T12:33:04.8220430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:33:04.8223378Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_einsum.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:33:04.822050] 2025-12-04T12:33:18.2071830Z 2025-12-04T12:33:18.2073373Z torch_np/numpy_tests/core/test_einsum 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_einsum_1.1_ba8be691fd1839cd_.log 2025-12-04T12:33:18.2086179Z Running 50 items in this shard: test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_broadcasting_dot_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_collapse, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_combined_views_mapping, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_complex, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_B, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_D, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_F, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_b, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_d, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_e, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_f, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_h, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_i, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_different_paths_dtype_l, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_edge_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_all_contig_non_contig_output, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_broadcast, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_errors, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_failed_on_p9_and_s390x, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_fixed_collapsingbug, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_fixedstridebug, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_misc, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_cfloat128, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_cfloat64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float16, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float32, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_float64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int16, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int32, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int64, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_int8, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_sums_uint8, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_einsum_views, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_expand, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_hadamard_like_products, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_index_transformations, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_inner_product, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_out_is_res, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_output_order, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_random_cases, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_small_boolean_arrays, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsum::test_subscript_range, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_edge_paths, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_long_paths, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_memory_contraints, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input_internal_trace, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_path_type_input_invalid, test/torch_np/numpy_tests/core/test_einsum.py::TestEinsumPath::test_spaces, test/torch_np/numpy_tests/core/test_einsum.py::TestMisc::test_overlap 2025-12-04T12:33:18.2097856Z 2025-12-04T12:33:18.2098117Z Finished torch_np/numpy_tests/core/test_einsum 1/1 ... [2025-12-04 12:33:18.206824][14135.13687631], took 0.22min 2025-12-04T12:33:18.2187390Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.core.test_einsum/torch_np.numpy_tests.core.test_einsum-3b00a16c26bfd8ad.xml 2025-12-04T12:33:18.3054980Z Running test_ops_fwd_gradients 3/3 ... [2025-12-04 12:33:18.305245][14135.235303693] 2025-12-04T12:33:18.3055419Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:33:18.3058276Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_fwd_gradients.py', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:33:18.305557] 2025-12-04T12:37:31.6165054Z 2025-12-04T12:37:31.6165916Z test_ops_fwd_gradients 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_fwd_gradients_3.3_a2248acd17c356ff_.log 2025-12-04T12:37:31.6492683Z Running 1109 items in this shard: test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_H_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_T_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_T_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad___rdiv___cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad___rpow___cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad___rsub___cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad__unsafe_masked_index_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad__upsample_bilinear2d_aa_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_acosh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_addcmul_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_addcmul_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_addmv_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_addmv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_addr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_alias_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_alias_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_allclose_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_amin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_aminmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_angle_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_any_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_any_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_argsort_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_argwhere_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_as_strided_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_atan_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_atleast_2d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_atleast_2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_baddbmm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_baddbmm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_bmm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_broadcast_tensors_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_broadcast_to_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_broadcast_to_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_bucketize_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_byte_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cartesian_prod_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cat_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cfloat_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_chalf_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cholesky_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cholesky_inverse_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cholesky_inverse_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cholesky_solve_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_clone_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_column_stack_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_complex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_conj_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_conj_physical_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_conj_physical_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_contiguous_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_copysign_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cos_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cosh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cosh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_count_nonzero_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cov_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cummin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cumsum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cumulative_trapezoid_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_cumulative_trapezoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_diag_embed_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_diag_embed_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_diagflat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_diagonal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_diagonal_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_div_floor_rounding_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_div_no_rounding_mode_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_dsplit_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_einsum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_einsum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_empty_like_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_empty_permuted_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_empty_strided_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_equal_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_erf_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_exp2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_exp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_expand_as_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_expand_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_expand_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_expm1_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_expm1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_eye_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_fftshift_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_hfft2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_hfft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_hfftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_hfftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_ifft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_ifftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_ifftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_ifftshift_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_irfft2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_irfftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fft_rfft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_flatten_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_flip_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fliplr_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_fliplr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_flipud_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_flipud_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_floor_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_frac_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_full_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_full_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_geometric_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_gradient_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_gradient_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_half_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_heaviside_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_histc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_hsplit_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_hstack_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_igammac_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_index_add_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_index_fill_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_index_reduce_amin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_int_cuda_complex128, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_randint_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_randn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_randn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_randn_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_ravel_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_real_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_reciprocal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_repeat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_reshape_as_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_resize__cuda_complex128, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_scatter_add_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_scatter_reduce_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_scatter_reduce_amin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_scatter_reduce_prod_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_scatter_reduce_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_searchsorted_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_select_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sgn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_short_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_signal_windows_bartlett_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_signal_windows_exponential_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_signal_windows_hamming_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sinc_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_slice_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_slice_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_softmax_with_dtype_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_softmax_with_dtype_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sparse_mm_reduce_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_chebyshev_polynomial_v_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_hermite_polynomial_h_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_legendre_polynomial_p_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_log_ndtr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_modified_bessel_k0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_ndtri_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_special_xlog1py_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_split_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_split_list_args_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_split_with_sizes_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_sqrt_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_square_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_squeeze_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_squeeze_multiple_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_squeeze_multiple_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_std_mean_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_std_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_std_mean_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_std_mean_unbiased_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_std_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_stft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_stft_cuda_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_trapz_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_true_divide_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unfold_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unfold_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unfold_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unfold_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unique_consecutive_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unsafe_chunk_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unsafe_split_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unsafe_split_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unsqueeze_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_unsqueeze_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_mean_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_mean_unbiased_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_var_unbiased_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_view_as_complex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_view_as_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_view_as_real_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_view_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_vsplit_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_vstack_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_where_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_where_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_fn_fwgrad_bwgrad_zeros_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_H_cuda_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_contiguous_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_corrcoef_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_corrcoef_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_count_nonzero_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_cross_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_cumsum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_cumulative_trapezoid_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_diagflat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_diagonal_scatter_cuda_complex128, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_expand_as_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_expand_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_expm1_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_expm1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_eye_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_fft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_fftshift_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_hfft2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_hfft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_hfft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_hfftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_hfftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_ifft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_ihfft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_irfft2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_irfftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_rfft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fft_rfft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_fill_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_flatten_cuda_complex128, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_gradient_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_gt_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_hstack_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_hstack_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_i0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_igamma_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_igammac_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_add_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_add_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_fill_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_reduce_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_reduce_amin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_index_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_inner_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_inner_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_isclose_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_isnan_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_isreal_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_item_cuda_complex128, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_cholesky_ex_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_cholesky_ex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_diagonal_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_eigh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_eigvals_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_householder_product_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_inv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_ldl_factor_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_lstsq_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_lstsq_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_lstsq_grad_oriented_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_lu_factor_ex_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_lu_solve_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_matrix_power_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_matrix_rank_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_norm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_norm_subgradients_at_zero_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_pinv_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_pinv_hermitian_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_qr_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_slogdet_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_solve_ex_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_solve_triangular_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_svd_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_svdvals_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_tensorsolve_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_vander_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_linalg_vector_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_log_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_log_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_log_softmax_with_dtype_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logaddexp2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logcumsumexp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logical_and_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logical_not_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logical_not_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logical_xor_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_logspace_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_long_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_long_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_lt_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_lu_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_lu_unpack_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_mH_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_mH_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_cumprod_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_cumprod_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_cumsum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_cumsum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_fill_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_logaddexp_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_logsumexp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_logsumexp_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_median_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_scatter_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_masked_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_max_binary_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_meshgrid_variadic_tensors_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_msort_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_mul_cuda_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_native_layer_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_ne_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_new_empty_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_new_empty_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_new_ones_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_alpha_dropout_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_avg_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_bilinear_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_channel_shuffle_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_conv1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_conv3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_conv_transpose1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_conv_transpose3d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_cosine_similarity_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_dropout2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_dropout3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_embedding_bag_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_embedding_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_gelu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_hardsigmoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_hardswish_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_hardtanh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_instance_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_interpolate_area_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_interpolate_trilinear_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_l1_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_linear_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_logsigmoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_max_pool1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_max_pool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_mish_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_multilabel_soft_margin_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_nll_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pad_reflect_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pad_replicate_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pixel_shuffle_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_rrelu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_silu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_soft_margin_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_softmin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_softplus_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_tanhshrink_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_tanhshrink_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nonzero_static_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_norm_fro_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_norm_inf_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_norm_nuc_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_normal_in_place_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_normal_number_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_ones_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_ormqr_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_outer_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_pca_lowrank_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_pca_lowrank_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_permute_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_permute_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_permute_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_permute_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_polygamma_polygamma_n_0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_polygamma_polygamma_n_3_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_polygamma_polygamma_n_4_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_pow_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_prod_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_put_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_qr_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_rand_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_randn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_randn_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_reciprocal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_remainder_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_renorm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_renorm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_repeat_interleave_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_reshape_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resize__cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resize_as__cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resolve_conj_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resolve_neg_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_resolve_neg_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_rsqrt_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_rsqrt_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_rsub_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_scatter_add_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_scatter_add_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_scatter_reduce_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_searchsorted_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_select_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sgn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sgn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_short_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sigmoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_signal_windows_hamming_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sinc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sinh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_slice_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_slice_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_softmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_softmax_with_dtype_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sort_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sparse_mm_reduce_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_chebyshev_polynomial_v_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_entr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_hermite_polynomial_he_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_modified_bessel_k1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_ndtr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_shifted_chebyshev_polynomial_v_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_special_xlog1py_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_split_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_split_list_args_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_split_list_args_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_split_with_sizes_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sqrt_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_squeeze_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_std_mean_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_std_mean_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_std_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_std_unbiased_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_stft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sum_to_size_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_sum_to_size_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_svd_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_svd_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_take_along_dim_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_tan_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_tanh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_tensor_split_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_tensordot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_tile_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_to_sparse_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_topk_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_trace_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_transpose_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_trapezoid_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_tril_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_trunc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unbind_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unbind_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unfold_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unfold_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_uniform_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_uniform_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unique_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unsafe_chunk_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unsqueeze_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_unsqueeze_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_var_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_var_mean_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_var_unbiased_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_var_unbiased_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_view_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_vstack_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_where_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_zero__cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_zero__cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_zeros_like_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_T_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD___rdiv___cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD___rmul___cuda_float64, 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test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_addcdiv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_addcmul_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_addcmul_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_addmm_decomposed_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_alias_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_all_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_allclose_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_aminmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_angle_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_any_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_arange_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_argwhere_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_as_strided_partial_views_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_as_strided_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_asin_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_asinh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_atleast_1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_atleast_2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_atleast_3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_bfloat16_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_bool_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_broadcast_tensors_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_bucketize_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cartesian_prod_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cartesian_prod_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cat_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cauchy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cdist_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ceil_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cfloat_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cholesky_solve_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cholesky_solve_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_clamp_max_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_combinations_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_complex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_conj_physical_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_constant_pad_nd_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cosh_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cosh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_count_nonzero_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cross_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cummin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cumprod_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_cumulative_trapezoid_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_deg2rad_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diag_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diag_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diag_embed_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diagflat_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diagonal_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diagonal_scatter_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_diff_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_div_no_rounding_mode_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_div_trunc_rounding_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_dot_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_dot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_double_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_dsplit_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_einsum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_empty_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_empty_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_equal_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_erf_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_exp2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_exp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_expand_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_expand_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_expand_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_exponential_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_eye_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_fft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_fftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_fftshift_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_hfft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_hfft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_hfft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_hfftn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifftshift_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ifftshift_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ihfft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ihfft_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_ihfftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_irfft2_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_rfft2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_fft_rfftn_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_flip_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_float_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_float_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_float_power_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_floor_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_frac_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_frexp_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_gather_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_geqrf_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_gradient_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_grid_sampler_2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_hash_tensor_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_histc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_hsplit_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_hypot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_add_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_fill_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_reduce_amax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_reduce_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_index_reduce_prod_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_isfinite_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_isin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_isneginf_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_istft_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_item_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_jiterator_binary_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_le_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_cholesky_ex_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_cholesky_ex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_cond_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_det_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_diagonal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_eig_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_eigh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_eigvals_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_ldl_factor_ex_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_ldl_factor_ex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_ldl_solve_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_lstsq_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_lstsq_grad_oriented_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_lu_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_lu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_lu_factor_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_lu_factor_ex_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_matrix_power_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_matrix_rank_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_multi_dot_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_norm_subgradients_at_zero_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_pinv_singular_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_qr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_solve_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_solve_ex_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_solve_triangular_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_vander_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_vecdot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linalg_vector_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linspace_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_linspace_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_log10_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_log2_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_log_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logcumsumexp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logdet_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logical_or_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logical_xor_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logit_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logspace_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_logspace_tensor_overload_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_lu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_mT_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_argmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_argmin_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_cumprod_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_cumsum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_log_softmax_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_logaddexp_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_normalize_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_prod_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_scatter_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_masked_select_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_matrix_exp_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_max_reduction_with_dim_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_maximum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_median_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_meshgrid_list_of_tensors_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_meshgrid_list_of_tensors_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_meshgrid_variadic_tensors_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_min_binary_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_minimum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_movedim_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_mul_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_mul_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_mv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nanmedian_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_narrow_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_narrow_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_native_dropout_backward_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ne_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_new_ones_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_new_zeros_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_adaptive_max_pool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_alpha_dropout_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_avg_pool1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_avg_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_batch_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_binary_cross_entropy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_channel_shuffle_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_conv1d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_conv1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_conv2d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_conv3d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_conv_transpose2d_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_cosine_embedding_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_ctc_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_dropout2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_dropout_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_elu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_embedding_bag_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_fractional_max_pool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_gelu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_glu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_grid_sample_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_hardtanh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_huber_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_interpolate_area_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_l1_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_local_response_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_max_pool2d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_max_pool3d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_max_unpool1d_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_mse_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_multi_head_attention_forward_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_nll_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_normalize_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pad_circular_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pad_reflect_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pad_replicate_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pairwise_distance_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_pdist_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_poisson_nll_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_prelu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_relu6_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_rms_norm_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_rms_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_selu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_smooth_l1_loss_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_softplus_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_softsign_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_unfold_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_upsample_bilinear_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nn_functional_upsample_nearest_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_nonzero_static_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_norm_nuc_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_normal_in_place_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_normal_number_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ones_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ones_like_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ormqr_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_outer_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_pca_lowrank_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_permute_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_pinverse_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_polar_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_positive_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_pow_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_pow_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_qr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_quantile_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_rad2deg_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_rand_like_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_randint_like_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_randn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_ravel_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_real_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_reciprocal_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_reciprocal_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_repeat_interleave_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_reshape_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_resize__cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_roll_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_rot90_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_rot90_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_round_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_scatter_add_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_scatter_reduce_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_select_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sgn_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_short_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sigmoid_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sigmoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_signal_windows_cosine_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_signal_windows_gaussian_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_signal_windows_nuttall_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_signbit_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sin_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sinc_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sort_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_airy_ai_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_bessel_y0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_chebyshev_polynomial_t_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_legendre_polynomial_p_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_modified_bessel_i1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_ndtr_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_shifted_chebyshev_polynomial_u_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_special_spherical_bessel_j0_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_split_with_sizes_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_split_with_sizes_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_split_with_sizes_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_split_with_sizes_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sqrt_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_square_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_square_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_squeeze_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_squeeze_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_squeeze_multiple_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_std_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_std_mean_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sub_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sum_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_sum_to_size_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_svd_lowrank_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_t_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_take_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_tanh_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_tensor_split_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_tensordot_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_tensordot_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_to_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_topk_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_trace_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_transpose_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_trapezoid_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_trapz_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_triu_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_triu_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unbind_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unflatten_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unfold_copy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unfold_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_unique_consecutive_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_var_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_var_mean_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_var_mean_unbiased_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_vdot_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_view_as_real_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_view_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_vsplit_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_vstack_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_where_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_xlogy_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_zeros_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_zeros_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_inplace_forward_mode_AD_zeros_like_cuda_float64 2025-12-04T12:37:31.6806863Z 2025-12-04T12:37:31.6807113Z Finished test_ops_fwd_gradients 3/3 ... [2025-12-04 12:37:31.618048][14388.548102152], took 4.22min 2025-12-04T12:37:31.6807886Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_ops_fwd_gradients/test_ops_fwd_gradients-f9b1c1e6050576e9.xml 2025-12-04T12:37:31.8540496Z Running test_ops_jit 1/2 ... [2025-12-04 12:37:31.853709][14388.783765639] 2025-12-04T12:37:31.8540922Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:37:31.8542849Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '--shard-id=1', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:37:31.854038] 2025-12-04T12:43:58.1822779Z 2025-12-04T12:43:58.1823826Z test_ops_jit 1/2 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_1.2_17dc9ccd674939a9_.log 2025-12-04T12:43:58.1957831Z Running 546 items in this shard: test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_abs_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_acosh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_asin_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atan2_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_cat_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_clamp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_digamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_div_no_rounding_mode_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_div_trunc_rounding_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erfinv_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_i0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_igamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_le_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_lgamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_householder_product_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_matrix_power_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_log1p_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_log_softmax_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_matmul_cuda_float32, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_xlog1py_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_split_with_sizes_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sqrt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_square_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_squeeze_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_squeeze_copy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_squeeze_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_squeeze_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_squeeze_multiple_cuda_complex64, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_t_copy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_t_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_take_along_dim_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_take_along_dim_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tan_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tan_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tensor_split_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tensordot_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tensordot_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tile_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tile_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_to_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_to_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_to_sparse_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_to_sparse_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_transpose_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_transpose_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trapezoid_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trapz_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_triangular_solve_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tril_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_triu_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_true_divide_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unbind_copy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unflatten_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unfold_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unfold_copy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unfold_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unfold_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unsafe_split_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unsafe_split_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unsqueeze_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unsqueeze_copy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_mean_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_mean_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_mean_unbiased_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_mean_unbiased_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_unbiased_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_vdot_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_vdot_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_vsplit_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_vstack_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_vstack_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_where_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_xlogy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zero__cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zero__cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_like_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_like_cuda_float32 2025-12-04T12:43:58.2087516Z 2025-12-04T12:43:58.2087703Z Finished test_ops_jit 1/2 ... [2025-12-04 12:43:58.182859][14775.112915043], took 6.44min 2025-12-04T12:43:58.2088369Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_ops_jit/test_ops_jit-ce73bafa26c6144b.xml 2025-12-04T12:43:59.5184267Z Uploading artifacts took 1.25 seconds 2025-12-04T12:43:59.5188002Z Running test_numpy_interop 1/1 ... [2025-12-04 12:43:59.518576][14776.448631271] 2025-12-04T12:43:59.5188441Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:43:59.5191916Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_numpy_interop.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:43:59.518926] 2025-12-04T12:44:03.4400132Z 2025-12-04T12:44:03.4402107Z test_numpy_interop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_numpy_interop_1.1_a97d30b86395f429_.log 2025-12-04T12:44:03.4424837Z Running 46 items in this shard: test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_bool, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_complex128, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_complex64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_float16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_float32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_float64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_int8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test___eq___cuda_uint8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_copy_mode_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_ctor_with_invalid_numpy_array_sequence_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_ctor_with_numpy_scalar_ctor_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_empty_tensors_interop_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_list_of_ndarray_warning_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_numpy_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_numpy_no_leak_on_invalid_dtype_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_from_numpy_zero_element_type_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_has_storage_numpy_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_multiplication_numpy_scalar_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_ndarray_astype_object_graph_break_2_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_ndarray_astype_object_graph_break_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_array_interface_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_index_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_index_multi_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_non_writeable_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_bfloat16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_bool, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_complex128, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_complex64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_float16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_float32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_float64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int16, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int32, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int64, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_int8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_scalar_cmp_cuda_uint8, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_numpy_unresizable_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_parse_numpy_int_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_parse_numpy_int_overflow_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_bool_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_force_argument_cuda, test/test_numpy_interop.py::TestNumPyInteropCUDA::test_to_numpy_zero_tensor_cuda 2025-12-04T12:44:03.4444258Z 2025-12-04T12:44:03.4444624Z Finished test_numpy_interop 1/1 ... [2025-12-04 12:44:03.439593][14780.369646455], took 0.07min 2025-12-04T12:44:03.4530687Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_numpy_interop/test_numpy_interop-97b8872b1d1ccea0.xml 2025-12-04T12:44:03.4843050Z Running profiler/test_cpp_thread 1/1 ... [2025-12-04 12:44:03.484062][14780.414121143] 2025-12-04T12:44:03.4843822Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:44:03.4846591Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_cpp_thread.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:44:03.484376] 2025-12-04T12:44:09.2586457Z 2025-12-04T12:44:09.2587863Z 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_4ab939e201664eac_.log 2025-12-04T12:44:09.2590818Z 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 2025-12-04T12:44:09.2592922Z 2025-12-04T12:44:09.2593145Z Finished profiler/test_cpp_thread 1/1 ... [2025-12-04 12:44:09.258349][14786.188397155], took 0.10min 2025-12-04T12:44:09.2706353Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/profiler.test_cpp_thread/profiler.test_cpp_thread-1e0ab9adef0df7bf.xml 2025-12-04T12:44:09.3037130Z Running test_ops_gradients 1/4 ... [2025-12-04 12:44:09.303465][14786.233523395] 2025-12-04T12:44:09.3037578Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:44:09.3040484Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_gradients.py', '--shard-id=1', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:44:09.303770] 2025-12-04T12:49:13.3916418Z 2025-12-04T12:49:13.3917461Z test_ops_gradients 1/4 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_gradients_1.4_7a26d08277b8db88_.log 2025-12-04T12:49:13.4288591Z Running 1361 items in this shard: test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyCatCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpyMulCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_NumpySplitCopyWithIntCustomOp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_T_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmatmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rmul___cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad___rpow___cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__batch_norm_with_update_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad__native_batch_norm_legit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_abs_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_acos_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addbmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addmm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_addr_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_angle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argmax_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_argsort_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_as_strided_partial_views_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_asinh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_2d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_atleast_3d_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_baddbmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bmm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_bool_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_broadcast_tensors_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_broadcast_tensors_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cauchy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cdouble_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cfloat_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chalf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cholesky_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_chunk_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_clamp_min_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_column_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_conj_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_contiguous_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_corrcoef_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cos_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cosh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cov_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cross_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_cumsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_deg2rad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diag_embed_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_diagonal_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_div_trunc_rounding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_double_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_einsum_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_empty_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_eq_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_erfc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_erfinv_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_as_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_expand_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_hfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ifftn_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fft_ihfft_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_fill_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flatten_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flip_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_flipud_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_float_power_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_full_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_ge_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_geqrf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_gradient_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_grid_sampler_2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_gt_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_half_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_i0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_put_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_index_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isclose_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isinf_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_isinf_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_jiterator_binary_return_by_ref_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_kron_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_lerp_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cholesky_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_cross_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_diagonal_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigh_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvals_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_eigvalsh_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_inv_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_ldl_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_factor_ex_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_factor_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_lu_solve_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_matrix_power_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_matrix_rank_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_multi_dot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_norm_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_solve_ex_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_vander_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linalg_vecdot_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linspace_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_fn_fail_gradgrad_linspace_cuda_float64, 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test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_cosine_similarity_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_dropout2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_dropout_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_embedding_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_fractional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_group_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_bicubic_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_bilinear_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_layer_norm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_leaky_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_pool3d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool1d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool2d_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool2d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_max_unpool3d_grad_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_mish_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_multi_head_attention_forward_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_normalize_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_constant_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_constant_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pad_replicate_negative_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pairwise_distance_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pdist_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_pixel_unshuffle_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_relu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_silu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softmin_with_dtype_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softplus_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softshrink_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_softsign_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_nonzero_static_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_norm_nuc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_ones_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_outer_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_permute_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_pinverse_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polar_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_polygamma_polygamma_n_2_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_positive_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_put_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_qr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_rand_like_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_renorm_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_repeat_interleave_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_reshape_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_roll_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_round_decimals_neg_3_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scalar_tensor_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_add_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_scatter_reduce_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_select_scatter_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_exponential_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_signal_windows_hamming_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_bessel_y0_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_entr_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_hermite_polynomial_he_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_i1e_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_i1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_modified_bessel_k1_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_t_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_special_zeta_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_split_with_sizes_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_square_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_stack_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_std_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_sum_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_take_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_take_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tan_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tan_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensor_split_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tensordot_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_to_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_transpose_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trapezoid_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triangular_solve_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_tril_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_triu_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_trunc_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unbind_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_unfold_copy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_unbiased_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_var_mean_unbiased_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_as_real_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_view_copy_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_vsplit_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_where_cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_xlogy_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zero__cuda_complex128, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_cuda_float64, test/test_ops_gradients.py::TestBwdGradientsCUDA::test_inplace_gradgrad_zeros_like_cuda_complex128 2025-12-04T12:49:13.4648736Z 2025-12-04T12:49:13.4649085Z Finished test_ops_gradients 1/4 ... [2025-12-04 12:49:13.393285][15090.323338784], took 5.07min 2025-12-04T12:49:13.4649802Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_ops_gradients/test_ops_gradients-bc4fe1dc9198fe4d.xml 2025-12-04T12:49:13.5040429Z Running test_nestedtensor 2/4 ... [2025-12-04 12:49:13.503799][15090.433855357] 2025-12-04T12:49:13.5040870Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:49:13.5043904Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '--shard-id=2', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:49:13.504127] 2025-12-04T12:56:38.9737867Z 2025-12-04T12:56:38.9738856Z test_nestedtensor 2/4 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_2.4_dfa56072a9409793_.log 2025-12-04T12:56:38.9998900Z Running 421 items in this shard: 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_2d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_4_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_dim, test/test_nestedtensor.py::TestNestedTensor::test_fill_, test/test_nestedtensor.py::TestNestedTensor::test_like_functions_ones_like, test/test_nestedtensor.py::TestNestedTensor::test_nested_tensor_matching_dim, test/test_nestedtensor.py::TestNestedTensor::test_nested_view_from_buffer_overflow_errors, test/test_nestedtensor.py::TestNestedTensor::test_repr_string, test/test_nestedtensor.py::TestNestedTensor::test_to, test/test_nestedtensor.py::TestNestedTensor::test_to_padded_tensor_on_empty_tensor, test/test_nestedtensor.py::TestNestedTensor::test_unbind_0, test/test_nestedtensor.py::TestNestedTensor::test_unbind_1, test/test_nestedtensor.py::TestNestedTensor::test_zero_, test/test_nestedtensor.py::TestNestedInt::test_with_factor, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cpu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_bfloat16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_cuda_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_bmm_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_detach_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_detach_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_embedding_strided_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_empty_like_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_amax_dtypes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_amax_dtypes_cuda_int16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_amin_dtypes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_amin_dtypes_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_amin_dtypes_cuda_int8, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_argmax_dtypes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_argmax_dtypes_cuda_int32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_argmax_dtypes_cuda_int64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_argmax_dtypes_cuda_uint8, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_max_dtypes_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_max_dtypes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_max_dtypes_cuda_int64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_max_dtypes_cuda_uint8, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_min_dtypes_cuda_bfloat16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_min_dtypes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_jagged_min_dtypes_cuda_int16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_noncontiguous_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_nt_with_broadcasted_t_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_narrow_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_in_place_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_cuda_float16, 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_in_place_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_in_place_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sum_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_reshape_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_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim3_cuda_float16, 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_to_padded_tensor_simple_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_simple_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_gelu__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isinf_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_isneginf_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_silu__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_silu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_sin_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_inference_mode_interaction_cuda_float64, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_abs_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_1024_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_256_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_32_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_513_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_list_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_padded_fused_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_linear_plus_transpose_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_relu_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_values_grad_with_broadcast_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_False_contiguous_True_cuda_float64, 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_0_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_0_layout_strided_requires_grad_True_contiguous_True_cuda_float16, 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_True_cuda_float16, 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_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_False_contiguous_True_cuda_float64, 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_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_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_True_contiguous_False_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_float32, 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_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_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_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_False_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_strided_requires_grad_True_contiguous_False_cuda_float32, 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_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cuda_float32, 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_binary_pointwise_transposed_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_broadcast_shapes_on_in_graph_constructed_njt_cuda_float32, 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_compile_with_dynamic_min_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_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_dummy_mha_with_nt_use_legacy_api_True_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_as_nested_tensor_components_require_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_True_components_require_grad_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_True_components_require_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_with_pinned_memory_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_mean_keepdim_True_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_sum_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_op_different_output_shape_dim_sum_keepdim_False_requires_grad_True_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_float16, 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_True_values_is_view_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_operate_on_batch_dim_requires_grad_True_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_layout_under_torch_dispatch_mode_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_like_value_rand_like_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_linear_backward_memory_usage_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_nested_tensor_from_jagged_fx_trace_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_nested_tensor_from_jagged_pass_min_max_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_njt_cat_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_transposed_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_transposed_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_mean_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_mean_keepdim_True_requires_grad_True_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_True_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_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_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_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_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_sum_transpose_offset_1_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_sum_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_sum_transpose_offset_2_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_transpose_non_ragged_dim_different_output_shape_mean_keepdim_True_requires_grad_False_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_transpose_non_ragged_dim_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_with_lengths_different_output_shape_mean_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_pin_memory_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_cuda_bfloat16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_flop_counter_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_with_constant_sequence_length_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_with_packed_in_proj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_serialization_noncontig_with_holes_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_1_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_1_requires_grad_True_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_2_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_requires_grad_True_components_require_grad_True_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_with_lengths_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_with_lengths_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_softmax_reduce_batch_dim_requires_grad_True_components_require_grad_True_log_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_True_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_False_components_require_grad_True_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_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_ragged_and_non_batch_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_tensor_attributes_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_threshold_backward_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_copy_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_2_requires_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_2_requires_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_3_requires_grad_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_4_requires_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_2_requires_grad_False_cuda_float16, 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_True_cuda_bool, 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_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_4_requires_grad_True_cuda_float16, 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_lengths_ragged_idx_2_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_atanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_ceil_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_clamp_max_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_copysign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_div_floor_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_erf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_float_power_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_fmod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_hypot_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_lgamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_linalg_vector_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_log1p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_masked_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_masked_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_maximum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nan_to_num_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nansum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_celu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_hardsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_prelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_rrelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_softshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_polar_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_round_decimals_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_rsqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_sinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_special_i0e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_special_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_true_divide_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_trunc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_unsqueeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_var_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_xlogy_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atan2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_clamp_max_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_conj_physical_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_deg2rad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_floor_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_double_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_log10_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log1p_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_logaddexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_logsumexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_masked_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_max_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nan_to_num_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_narrow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_celu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_hardsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_softshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_pow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_reciprocal_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_split_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_squeeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_std_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_trunc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rmul___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rpow___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_acos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_all_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_angle_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_any_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atan2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bmm_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_cfloat_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_chalf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_exp2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_exp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_float_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_frexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_hash_tensor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_heaviside_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_hypot_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_i0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_igamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_int_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isclose_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_log_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_long_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_lt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_max_binary_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_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nan_to_num_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_neg_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_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_prelu_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_threshold_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polar_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_real_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_round_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_y0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_i1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_laguerre_polynomial_l_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_ndtr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_scaled_modified_bessel_k0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_spherical_bessel_j0_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_sub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_to_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward___radd___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward___rdiv___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_asin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_atanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_byte_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_cfloat_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_char_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_cosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_deg2rad_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_erfc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_fmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_frexp_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_heaviside_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_int_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_isfinite_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_lgamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_log1p_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_masked_logsumexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_mean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_narrow_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ne_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_hardshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_rms_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_softshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_threshold_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polar_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_round_decimals_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_round_decimals_neg_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_airy_ai_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_bessel_y0_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_hermite_polynomial_h_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_hermite_polynomial_he_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_ndtri_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_scaled_modified_bessel_k1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_xlog1py_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_zeta_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_split_with_sizes_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_sum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_tanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_trunc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_nested_tensor_non_contiguous_mutation_cuda 2025-12-04T12:56:39.0211840Z 2025-12-04T12:56:39.0212055Z Finished test_nestedtensor 2/4 ... [2025-12-04 12:56:38.974453][15535.904504384], took 7.42min 2025-12-04T12:56:39.0212777Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_nestedtensor/test_nestedtensor-51ffe231a7c4d496.xml 2025-12-04T12:56:39.0871071Z Running functorch/test_control_flow 3/4 ... [2025-12-04 12:56:39.086841][15536.016897365] 2025-12-04T12:56:39.0871735Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T12:56:39.0874295Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_control_flow.py', '--shard-id=3', '--num-shards=4', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 12:56:39.087144] 2025-12-04T13:03:53.5434895Z 2025-12-04T13:03:53.5436161Z functorch/test_control_flow 3/4 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_control_flow_3.4_3a72b0bf12760a04_.log 2025-12-04T13:03:53.5678287Z Running 509 items in this shard: test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_inner_fn, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_mixed_require_grad, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_pytree_input, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_same_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_torch_nn_module, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_user_nn_module, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_higher_order, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_nested_list, test/functorch/test_control_flow.py::TestControlFlow::test_map_dict_in_out, test/functorch/test_control_flow.py::TestControlFlow::test_map_illegal_outputs, test/functorch/test_control_flow.py::TestControlFlow::test_scan_associative_scan, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_eager_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_none_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_xs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_additional_inputs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_init_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_random_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_xs_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_partial_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_partial_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_partial_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_partial_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_for_out_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_for_out_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_for_out_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_for_out_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_for_out_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_init_carries_equal_grad_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_init_carries_equal_grad_reverse_False_compile_mode_none_cpu_autograd_False, 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test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_nested_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_nested_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_compile_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_complex_pytree_reverse_False_compile_mode_eager_cuda_autograd_True, 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test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_eager_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_none_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_downstream_scan_scan_dim_compile_mode_none_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cpu_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_False_compile_mode_eager_cuda_float32, 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test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_wrong_pytree, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_generic_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_pointwise_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_eager_combine_mode_pointwise_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_eager_combine_mode_pointwise_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_none_combine_mode_generic_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_none_combine_mode_pointwise_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_combine_mode_generic_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_combine_mode_pointwise_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_generic_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_none_combine_mode_generic_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_True_compile_mode_none_combine_mode_pointwise_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_eager_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_eager_combine_mode_generic_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_none_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_none_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_none_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_none_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_complex_pytree_compile_mode_none_combine_mode_pointwise_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_compile_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_eager_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_eager_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_eager_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_none_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_cond_in_combine_fn_compile_mode_none_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_different_input_size_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_compile_combine_mode_pointwise_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_compile_combine_mode_pointwise_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_compile_dynamic_shape_combine_mode_generic_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_eager_combine_mode_generic_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_eager_combine_mode_pointwise_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_none_combine_mode_generic_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_none_combine_mode_generic_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_none_combine_mode_generic_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_False_compile_mode_none_combine_mode_pointwise_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_generic_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_eager_combine_mode_generic_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_pointwise_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_dim_reverse_True_compile_mode_none_combine_mode_pointwise_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_compile_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_eager_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_generic_compile_mode_none_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_False_same_direction_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_compile_reverse_first_True_same_direction_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_False_same_direction_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_eager_reverse_first_True_same_direction_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_False_same_direction_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_generic_compile_mode_none_reverse_first_True_same_direction_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_False_same_direction_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_first_True_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_False_same_direction_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_compile_reverse_first_True_same_direction_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_False_same_direction_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_eager_reverse_first_True_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_False_same_direction_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_different_dim_combine_mode_pointwise_compile_mode_none_reverse_first_True_same_direction_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_none_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_pointwise_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_compile_mode_none_combine_mode_pointwise_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_compile_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_eager_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_eager_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_eager_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_none_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_fct_generic_compile_mode_none_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_generic_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_nested_compile_mode_none_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_dynamic_shape_reverse_False_cuda_combine_mode_pointwise_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_dynamic_shape_reverse_True_cpu_combine_mode_pointwise_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_dynamic_shape_reverse_True_cuda_combine_mode_pointwise_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cpu_combine_mode_pointwise_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cpu_combine_mode_pointwise_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_compile_reverse_False_cuda_combine_mode_pointwise_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_False_cpu_combine_mode_generic_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_False_cuda_combine_mode_pointwise_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cpu_combine_mode_pointwise_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cpu_combine_mode_pointwise_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_eager_reverse_True_cuda_combine_mode_generic_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cpu_combine_mode_generic_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cpu_combine_mode_pointwise_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_False_cuda_combine_mode_generic_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_pytree_compile_mode_none_reverse_True_cuda_combine_mode_generic_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_generic_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_input_output_alias, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_loop_type_for_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_none_loop_type_for_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_nested, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_compile_reverse_True_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_contiguous_tensor_compile_mode_eager_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_compile_dynamic_shape_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_compile_dynamic_shape_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_non_pointwise_generic_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_combine_mode_generic_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_combine_mode_pointwise_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_combine_mode_pointwise_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_generic_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_generic_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_generic_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_generic_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_pointwise_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_pointwise_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_partial_grad_no_grad_combine_mode_pointwise_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_sparse_tensor, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_generic_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_False_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_eager_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_True_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_generic_reverse_True_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cuda_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_False_cpu_autograd_False, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_False_cuda_autograd_True, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_True_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_compile_while_loop_stack_output_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_accepts_torch_function_as_inputs, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_autograd_backward_out_out_aliasing, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_aot_func_check_functional, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_make_fx_preserve_stack_trace_for_nodes_in_subgraph, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_merge_graph_preserves_ph_meta, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_strided_output_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_strided_output_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_symint_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_symint_operands_requires_grad_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_symint_operands_requires_grad_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_trace_set__and_mutate_input, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_2_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_tensor_closure_graph_module, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_unbacked_sym_pred, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_arg_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_elem_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_map_cond_real, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_tensor_size_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_type_size_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_functionalized_elem_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_functionalized_elem_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_in_vmap_complex_ops, test/functorch/test_control_flow.py::TestControlFlowTraced::test_scan_pytree_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_symbolic_dict, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_symbolic_list, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_symbolic_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_dict, test/functorch/test_control_flow.py::TestControlFlowTraced::test_vmap_closure_weight_error, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_nested_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_pytree_int_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_simple_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_compile_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_compile_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_compile_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_export_strict_True_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_mismatch_in_meta, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_python, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_with_linear_compile_check_graph, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_unbacked_bindings, test/functorch/test_control_flow.py::TestHopSchema::test_associative_scan_gen_schema_tensor_inputs, test/functorch/test_control_flow.py::TestHopSchema::test_function_schema_gen, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_GraphModule, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_SymBool, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_Tensor, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_bool, test/functorch/test_control_flow.py::TestHopSchema::test_scan_gen_schema_tensor_inputs, test/functorch/test_control_flow.py::TestHopSchema::test_scan_gen_schema_with_additional_inputs, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_bool, test/functorch/test_control_flow.py::TestHopSchema::test_while_loop_gen_schema_with_input_mutation 2025-12-04T13:03:53.5898123Z 2025-12-04T13:03:53.5898358Z Finished functorch/test_control_flow 3/4 ... [2025-12-04 13:03:53.551217][15970.48126835], took 7.24min 2025-12-04T13:03:53.5899141Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/functorch.test_control_flow/functorch.test_control_flow-bcbc3e035421b025.xml 2025-12-04T13:03:53.6499968Z Running test_pruning_op 1/1 ... [2025-12-04 13:03:53.649731][15970.579788111] 2025-12-04T13:03:53.6500377Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:03:53.6503298Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pruning_op.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:03:53.650062] 2025-12-04T13:03:56.9699905Z 2025-12-04T13:03:56.9701024Z test_pruning_op 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pruning_op_1.1_68b9dcd45d982860_.log 2025-12-04T13:03:56.9702340Z 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 2025-12-04T13:03:56.9703011Z 2025-12-04T13:03:56.9703239Z Finished test_pruning_op 1/1 ... [2025-12-04 13:03:56.969765][15973.899820167], took 0.06min 2025-12-04T13:03:56.9831835Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_pruning_op/test_pruning_op-cdddf46ccfbabced.xml 2025-12-04T13:03:57.0265145Z Running test_jit_fuser_te 1/1 ... [2025-12-04 13:03:57.026310][15973.956369362] 2025-12-04T13:03:57.0265540Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:03:57.0268566Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_fuser_te.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:03:57.026606] 2025-12-04T13:08:04.1713516Z 2025-12-04T13:08:04.1714326Z test_jit_fuser_te 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_fuser_te_1.1_c7238263475fa180_.log 2025-12-04T13:08:04.3419311Z Running 6825 items in this shard: test/test_jit_fuser_te.py::TestFuserCommon::test_autodiff_fallback, test/test_jit_fuser_te.py::TestTEFuserStatic::test_abs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_adaptive_avg_pool2d, test/test_jit_fuser_te.py::TestTEFuserStatic::test_add_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_addcmul, test/test_jit_fuser_te.py::TestTEFuserStatic::test_arg_configurations_smoke, test/test_jit_fuser_te.py::TestTEFuserStatic::test_autocast_down, test/test_jit_fuser_te.py::TestTEFuserStatic::test_autocast_up, test/test_jit_fuser_te.py::TestTEFuserStatic::test_batch_norm, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_div_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_pow, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_binary_tensor_scalar_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_bitwise_ops, test/test_jit_fuser_te.py::TestTEFuserStatic::test_broadcast, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cat_2k_args, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cat_graph_opt, test/test_jit_fuser_te.py::TestTEFuserStatic::test_channels_last_dims_dynamic, test/test_jit_fuser_te.py::TestTEFuserStatic::test_checks_cat_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_correctness, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_distributes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_motion_deduplicates_inputs, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_mul_one, test/test_jit_fuser_te.py::TestTEFuserStatic::test_chunk_multiple, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp_double, test/test_jit_fuser_te.py::TestTEFuserStatic::test_clamp_int, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_eq_ne, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_ge_le, test/test_jit_fuser_te.py::TestTEFuserStatic::test_comparison_gt_lt, test/test_jit_fuser_te.py::TestTEFuserStatic::test_concat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_concat_invariant, test/test_jit_fuser_te.py::TestTEFuserStatic::test_constant_chunk_shapes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_conv2d, test/test_jit_fuser_te.py::TestTEFuserStatic::test_conv2d_depthwise, test/test_jit_fuser_te.py::TestTEFuserStatic::test_cuda_half, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dims, test/test_jit_fuser_te.py::TestTEFuserStatic::test_disabled, test/test_jit_fuser_te.py::TestTEFuserStatic::test_div_bool, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dynamic_cat, test/test_jit_fuser_te.py::TestTEFuserStatic::test_dynamic_shapes, test/test_jit_fuser_te.py::TestTEFuserStatic::test_eq_unsqueeze_type_as, test/test_jit_fuser_te.py::TestTEFuserStatic::test_erf, test/test_jit_fuser_te.py::TestTEFuserStatic::test_exhaust_specializations, test/test_jit_fuser_te.py::TestTEFuserStatic::test_exp, test/test_jit_fuser_te.py::TestTEFuserStatic::test_fusion_reuse_multi_gpu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_gelu, test/test_jit_fuser_te.py::TestTEFuserStatic::test_hardsigmoid_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_hardswish_fwd_bwd, test/test_jit_fuser_te.py::TestTEFuserStatic::test_inlined_optimized_graph, test/test_jit_fuser_te.py::TestTEFuserStatic::test_isnan, test/test_jit_fuser_te.py::TestTEFuserStatic::test_kernel_cache_multi_gpu, 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test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_trace_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_transpose_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_trapezoid_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_trapz_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_triangular_solve_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_tril_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_triu_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unbind_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unbind_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unflatten_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unfold_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unfold_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_uniform_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unique_consecutive_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unique_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unsafe_chunk_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unsafe_split_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_unsqueeze_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_mean_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_mean_unbiased_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_var_unbiased_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_vdot_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_view_as_complex_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_view_copy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_vsplit_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_vstack_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_xlogy_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_zero__cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_zeros_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_unsupported_zeros_like_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___radd___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___rdiv___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___rmod___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working___rmul___cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_abs_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_acos_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_add_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_addcmul_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_addmm_decomposed_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_asin_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_atan2_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_atan_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_bool_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_byte_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_ceil_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_char_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_clamp_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_contiguous_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_cos_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_cosh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_div_floor_rounding_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_div_no_rounding_mode_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_div_trunc_rounding_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_double_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_eq_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_erf_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_erfc_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_exp_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_expand_as_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_expand_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_expm1_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_float_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_floor_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_fmod_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_ge_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_gt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_half_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_int_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_isnan_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_le_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_lerp_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_lgamma_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log10_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log1p_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log2_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_log_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_long_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_lt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_masked_fill_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_max_binary_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_mean_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_min_binary_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_mm_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_mul_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_ne_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_neg_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardshrink_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardsigmoid_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardswish_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_hardtanh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_leaky_relu_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_relu6_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_relu_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_softplus_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_softsign_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_tanhshrink_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_nn_functional_threshold_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_permute_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_pow_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_reciprocal_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_remainder_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_reshape_as_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_reshape_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_round_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_rsqrt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_rsub_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_short_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sigmoid_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sign_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sin_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sinh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sqrt_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sub_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_sum_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_t_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_tan_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_tanh_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_transpose_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_true_divide_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_trunc_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_unsqueeze_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_view_as_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_view_cuda_float32, test/test_jit_fuser_te.py::TestNNCOpInfoCUDA::test_working_where_cuda_float32 2025-12-04T13:08:04.5054170Z 2025-12-04T13:08:04.5054400Z Finished test_jit_fuser_te 1/1 ... [2025-12-04 13:08:04.179814][16221.109866938], took 4.12min 2025-12-04T13:08:04.5055086Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_jit_fuser_te/test_jit_fuser_te-e23c856e933ee449.xml 2025-12-04T13:08:05.9932477Z Uploading artifacts took 1.58 seconds 2025-12-04T13:08:05.9935760Z Running optim/test_swa_utils 1/1 ... [2025-12-04 13:08:05.993305][16222.923358632] 2025-12-04T13:08:05.9936196Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:08:05.9939425Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:08:05.993691] 2025-12-04T13:08:08.6758466Z 2025-12-04T13:08:08.6759390Z optim/test_swa_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/optim.test_swa_utils_1.1_cd8d8408541d8d2e_.log 2025-12-04T13:08:08.6760022Z 2025-12-04T13:08:08.6760299Z Finished optim/test_swa_utils 1/1 ... [2025-12-04 13:08:08.675608][16225.605662205], took 0.04min 2025-12-04T13:08:08.6886636Z Running test_tensorboard 1/1 ... [2025-12-04 13:08:08.688413][16225.61846987] 2025-12-04T13:08:08.6887123Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:08:08.6889650Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorboard.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:08:08.688720] 2025-12-04T13:08:28.2932667Z 2025-12-04T13:08:28.2933952Z test_tensorboard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorboard_1.1_0c3a680ad054c636_.log 2025-12-04T13:08:28.2948124Z 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 2025-12-04T13:08:28.2960429Z 2025-12-04T13:08:28.2960644Z Finished test_tensorboard 1/1 ... [2025-12-04 13:08:28.293006][16245.223058496], took 0.33min 2025-12-04T13:08:28.3056292Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_tensorboard/test_tensorboard-6da3123d1cfc8b8f.xml 2025-12-04T13:08:28.3884359Z Running torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-12-04 13:08:28.388174][16245.318231928] 2025-12-04T13:08:28.3884882Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:08:28.3888185Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_indexing.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:08:28.388534] 2025-12-04T13:08:31.9592027Z 2025-12-04T13:08:31.9593382Z 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_fa83fc281cd7a9f5_.log 2025-12-04T13:08:31.9630661Z 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 2025-12-04T13:08:31.9667334Z 2025-12-04T13:08:31.9667815Z Finished torch_np/numpy_tests/core/test_indexing 1/1 ... [2025-12-04 13:08:31.958925][16248.888975797], took 0.06min 2025-12-04T13:08:31.9739337Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.core.test_indexing/torch_np.numpy_tests.core.test_indexing-080442a587efbc88.xml 2025-12-04T13:08:32.0240489Z Running test_futures 1/1 ... [2025-12-04 13:08:32.023808][16248.953864785] 2025-12-04T13:08:32.0241236Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:08:32.0243718Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_futures.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:08:32.024113] 2025-12-04T13:08:35.8455339Z 2025-12-04T13:08:35.8457671Z test_futures 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_futures_1.1_d6a582c4866eacd9_.log 2025-12-04T13:08:35.8465527Z Running 22 items in this shard: test/test_futures.py::TestFuture::test_add_done_callback_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_add_done_callback_no_arg_error_is_ignored, test/test_futures.py::TestFuture::test_add_done_callback_simple, test/test_futures.py::TestFuture::test_chained_then, test/test_futures.py::TestFuture::test_collect_all, test/test_futures.py::TestFuture::test_done, test/test_futures.py::TestFuture::test_done_exception, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_maintains_callback_order, test/test_futures.py::TestFuture::test_interleaving_then_and_add_done_callback_propagates_error, test/test_futures.py::TestFuture::test_mark_future_twice, test/test_futures.py::TestFuture::test_pickle_future, test/test_futures.py::TestFuture::test_set_exception, test/test_futures.py::TestFuture::test_set_exception_multithreading, test/test_futures.py::TestFuture::test_then, test/test_futures.py::TestFuture::test_then_no_arg, test/test_futures.py::TestFuture::test_then_raise, test/test_futures.py::TestFuture::test_then_wrong_arg, test/test_futures.py::TestFuture::test_wait, test/test_futures.py::TestFuture::test_wait_all, test/test_futures.py::TestFuture::test_wait_multi_thread, test/test_futures.py::TestFuture::test_wait_none 2025-12-04T13:08:35.8472621Z 2025-12-04T13:08:35.8472949Z Finished test_futures 1/1 ... [2025-12-04 13:08:35.845217][16252.775266612], took 0.06min 2025-12-04T13:08:35.8589456Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_futures/test_futures-51570589935ff08c.xml 2025-12-04T13:08:35.8883875Z Running test_tensor_creation_ops 1/1 ... [2025-12-04 13:08:35.888161][16252.818218928] 2025-12-04T13:08:35.8884482Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:08:35.8887524Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensor_creation_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:08:35.888478] 2025-12-04T13:09:55.3377863Z 2025-12-04T13:09:55.3381359Z test_tensor_creation_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensor_creation_ops_1.1_0916a211e5442037_.log 2025-12-04T13:09:55.3516305Z Running 536 items in this shard: test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_device_vs_cpu_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_device_vs_cpu_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_device_vs_cpu_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_device_vs_cpu_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_inference_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_lowp_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_arange_lowp_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_as_strided_neg_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_as_tensor_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_block_diag_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_block_diag_scipy_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cartesian_prod_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat2_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat2_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat2_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_all_dtypes_and_devices_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_big_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_channels_last_large_inputs_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_empty_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_empty_legacy_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_in_channels_last_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_large_tensor_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_mem_overlap_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_misaligned_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_multi_batch_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_channels_last_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_uint64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_fast_path_dim0_dim1_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_out_memory_format_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_preserve_channels_last_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_size1_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_stack_cross_devices_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_cat_trailing_dim_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_combinations_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_complex_type_conversions_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_concat_empty_list_error_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_constructor_device_legacy_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_constructor_dtypes_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_ctor_with_numpy_array_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_device_rounding_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_device_rounding_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_device_rounding_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_diag_embed_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_diagflat_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dsplit_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dsplit_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dsplit_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_dstack_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_empty_full_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_empty_overflow_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_empty_strided_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_empty_tensor_props_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_eye_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_fill_all_dtypes_and_devices_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_finite_cuda_bool, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_finite_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_finite_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_finite_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_finite_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_finite_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_nonfinite_cuda_bool, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_nonfinite_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_nonfinite_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_nonfinite_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_nonfinite_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_float_to_int_conversion_nonfinite_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_from_file_shared_False_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_from_file_shared_True_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_full_inference_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_full_inference_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_full_inference_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_full_out_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hsplit_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hsplit_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hsplit_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_hstack_column_stack_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_window_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_window_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_window_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_window_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_kaiser_window_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_large_linspace_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_large_linspace_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_like_fn_stride_proparation_vs_tensoriterator_unary_op_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linlogspace_mem_overlap_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_deduction_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_device_vs_cpu_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_device_vs_cpu_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_device_vs_cpu_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_device_vs_cpu_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_device_vs_cpu_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_device_vs_cpu_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_special_steps_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_special_steps_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_special_steps_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_special_steps_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_special_steps_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_special_steps_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_complex_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_integral_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_integral_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_integral_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_integral_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_linspace_vs_numpy_integral_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_base2_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_base2_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_base2_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_deduction_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_device_vs_cpu_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_device_vs_cpu_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_device_vs_cpu_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_special_steps_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_special_steps_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_special_steps_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_vs_numpy_complex_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_vs_numpy_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_logspace_vs_numpy_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_default_indexing_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_empty_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_ij_indexing_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_ij_indexing_is_default_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_inconsistent_device_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_inconsistent_dtype_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_non_1d_tensor_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_unsupported_indexing_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_vs_numpy_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_warns_if_no_indexing_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_meshgrid_xy_indexing_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_new_empty_strided_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_new_methods_requires_grad_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_new_tensor_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_new_tensor_device_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_offset_scalar_cast_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_ones_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_bool_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_default_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_bool_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_from_to_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_full_range_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_uint16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_uint32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_random_to_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_range_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_range_factories_64bit_indexing_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_range_warning_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_bool, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_refs_tensor_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_repeat_interleave_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_roll_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_bartlett_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_bartlett_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_bartlett_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_bartlett_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_bartlett_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_blackman_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_blackman_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_blackman_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_blackman_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_blackman_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hamming_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hamming_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hamming_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hamming_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hamming_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hann_cuda_bfloat16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hann_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hann_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hann_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_window_functions_window_hann_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_bartlett_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_bartlett_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_blackman_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_blackman_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_cosine_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_cosine_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_hamming_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_hamming_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_hann_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_hann_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_nuttall_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_signal_windows_functions_window_nuttall_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_simple_scalar_cast_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_stack_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_stack_out_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_storage_filename_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_strided_mismatched_stride_shape_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_ctor_device_inference_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_device_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_factories_empty_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_factory_copy_var_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_factory_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_factory_gpu_type_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_factory_gpu_type_inference_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_factory_type_inference_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_from_non_writable_numpy_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_tensor_from_sequence_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_bool, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_floating_dtype_error_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_out_dtype_error_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_out_dtype_error_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_same_dtype_error_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_complex_same_dtype_error_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_polar_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_torch_polar_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_unpack_double_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_unpack_double_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_bool, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vander_types_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vsplit_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vsplit_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vsplit_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_complex128, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_float64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_int32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_int8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_vstack_row_stack_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_bounds_checking_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_cuda, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_bool, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_complex64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_float16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_float32, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_int16, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_int64, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_dtype_layout_device_match_cuda_uint8, test/test_tensor_creation_ops.py::TestTensorCreationCUDA::test_zeros_out_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_normal_cuda_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_normal_cuda_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_normal_std_error_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_rand_cuda_complex128, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_rand_cuda_complex32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_rand_cuda_complex64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_rand_cuda_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_rand_cuda_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randint_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randint_distribution_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randint_inference_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_bfloat16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_complex128, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_complex32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_complex64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_float16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randn_cuda_float64, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_random_neg_values_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randperm_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randperm_device_compatibility_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_randperm_large_cuda, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_uniform_from_to_cuda_bfloat16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_uniform_from_to_cuda_float16, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_uniform_from_to_cuda_float32, test/test_tensor_creation_ops.py::TestRandomTensorCreationCUDA::test_uniform_from_to_cuda_float64, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_empty_like_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_full_like_inference_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_ones_like_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_ones_like_multiple_device_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_rand_like_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_randint_like_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_randn_like_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_zeros_like_cuda, test/test_tensor_creation_ops.py::TestLikeTensorCreationCUDA::test_zeros_like_multiple_device_cuda, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_uint16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_uint32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_uint64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_buffer_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_dlpack_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_uint16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_uint32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_uint64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_numpy_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_alias_from_tensor_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_astensor_consistency_cuda, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_uint16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_uint32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_uint64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_buffer_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_dlpack_mult_devices_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_uint16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_uint32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_uint64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_numpy_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_from_tensor_mult_devices_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_list_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_bfloat16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_bool, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_complex128, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_float16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_float64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_int16, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_int32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_int64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_int8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_copy_tensor_cuda_uint8, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_default_device_cuda, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_device_without_index_cuda, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_numpy_scalars_cuda, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_retain_autograd_history_cuda_complex64, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_retain_autograd_history_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_unsupported_alias_cuda_float32, test/test_tensor_creation_ops.py::TestAsArrayCUDA::test_unsupported_alias_mult_devices_cuda_float32 2025-12-04T13:09:55.3647404Z 2025-12-04T13:09:55.3647635Z Finished test_tensor_creation_ops 1/1 ... [2025-12-04 13:09:55.338366][16332.268419739], took 1.32min 2025-12-04T13:09:55.3648401Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_tensor_creation_ops/test_tensor_creation_ops-6651dcc783264b9d.xml 2025-12-04T13:09:55.4785047Z Running nn/test_dropout 1/1 ... [2025-12-04 13:09:55.478265][16332.408322125] 2025-12-04T13:09:55.4785474Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:09:55.4788527Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_dropout.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:09:55.478574] 2025-12-04T13:09:59.5010564Z 2025-12-04T13:09:59.5012105Z nn/test_dropout 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_dropout_1.1_9c3cef7db88c16ff_.log 2025-12-04T13:09:59.5016017Z Running 9 items in this shard: test/nn/test_dropout.py::TestDropoutNN::test_AlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_FeatureAlphaDropout, test/nn/test_dropout.py::TestDropoutNN::test_invalid_dropout_p, test/nn/test_dropout.py::TestDropoutNN::test_native_dropout_corner_case, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout1d_cuda_float64, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout2d_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout3d_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_Dropout_cuda, test/nn/test_dropout.py::TestDropoutNNDeviceTypeCUDA::test_empty_dropout_cuda 2025-12-04T13:09:59.5018688Z 2025-12-04T13:09:59.5018932Z Finished nn/test_dropout 1/1 ... [2025-12-04 13:09:59.500610][16336.430662691], took 0.07min 2025-12-04T13:09:59.5142856Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/nn.test_dropout/nn.test_dropout-7b99ae3cd1014fd0.xml 2025-12-04T13:09:59.5463654Z Running functorch/dim/test_split 1/1 ... [2025-12-04 13:09:59.546118][16336.476177222] 2025-12-04T13:09:59.5464146Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:09:59.5466843Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/dim/test_split.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:09:59.546431] 2025-12-04T13:10:02.6661951Z 2025-12-04T13:10:02.6662969Z functorch/dim/test_split 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.dim.test_split_1.1_1be7b40592802c28_.log 2025-12-04T13:10:02.6669635Z Running 23 items in this shard: test/functorch/dim/test_split.py::TestSplit::test_device_handling, test/functorch/dim/test_split.py::TestSplit::test_dim_object_split_all_bound, test/functorch/dim/test_split.py::TestSplit::test_dim_object_split_mixed_bound_unbound, test/functorch/dim/test_split.py::TestSplit::test_dim_object_split_multiple_unbound, test/functorch/dim/test_split.py::TestSplit::test_dim_object_split_unbound, test/functorch/dim/test_split.py::TestSplit::test_dim_object_split_uneven_remainder, test/functorch/dim/test_split.py::TestSplit::test_dimension_binding_consistency, test/functorch/dim/test_split.py::TestSplit::test_edge_case_single_element_splits, test/functorch/dim/test_split.py::TestSplit::test_error_bound_sizes_exceed_tensor, test/functorch/dim/test_split.py::TestSplit::test_error_dim_parameter_with_int_sizes, test/functorch/dim/test_split.py::TestSplit::test_error_mixed_types, test/functorch/dim/test_split.py::TestSplit::test_error_nonexistent_dimension, test/functorch/dim/test_split.py::TestSplit::test_error_size_mismatch, test/functorch/dim/test_split.py::TestSplit::test_large_tensor_split, test/functorch/dim/test_split.py::TestSplit::test_plain_tensor_regular_split_still_works, test/functorch/dim/test_split.py::TestSplit::test_split_different_dims, test/functorch/dim/test_split.py::TestSplit::test_split_function_directly, test/functorch/dim/test_split.py::TestSplit::test_split_on_plain_tensor_with_fcd_args, test/functorch/dim/test_split.py::TestSplit::test_split_preserves_dtype, test/functorch/dim/test_split.py::TestSplit::test_split_result_tensor_types, test/functorch/dim/test_split.py::TestSplit::test_split_single_dim_object, test/functorch/dim/test_split.py::TestSplit::test_split_with_dim_object_parameter, test/functorch/dim/test_split.py::TestSplit::test_split_with_requires_grad 2025-12-04T13:10:02.6674984Z 2025-12-04T13:10:02.6675369Z Finished functorch/dim/test_split 1/1 ... [2025-12-04 13:10:02.665838][16339.595889744], took 0.05min 2025-12-04T13:10:02.6792297Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/functorch.dim.test_split/functorch.dim.test_split-97fd808f9c6045e1.xml 2025-12-04T13:10:02.7097583Z Running torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-12-04 13:10:02.709516][16339.639574538] 2025-12-04T13:10:02.7098087Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:10:02.7100908Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_type_check.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:10:02.709826] 2025-12-04T13:10:06.1301738Z 2025-12-04T13:10:06.1312466Z 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_352dd47dec4b0bb8_.log 2025-12-04T13:10:06.1323746Z 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 2025-12-04T13:10:06.1334416Z 2025-12-04T13:10:06.1334686Z Finished torch_np/numpy_tests/lib/test_type_check 1/1 ... [2025-12-04 13:10:06.130014][16343.060065467], took 0.06min 2025-12-04T13:10:06.1434001Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.lib.test_type_check/torch_np.numpy_tests.lib.test_type_check-460a130509123ae7.xml 2025-12-04T13:10:06.1739072Z Running cpp_extensions/test_libtorch_agnostic 1/1 ... [2025-12-04 13:10:06.173654][16343.10371185] 2025-12-04T13:10:06.1739564Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:10:06.1742245Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'cpp_extensions/test_libtorch_agnostic.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:10:06.173962] 2025-12-04T13:10:24.7221731Z 2025-12-04T13:10:24.7222826Z cpp_extensions/test_libtorch_agnostic 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.test_libtorch_agnostic_1.1_5e90c7a10b7a6b62_.log 2025-12-04T13:10:24.7240588Z Running 55 items in this shard: test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_default_constructor_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_device_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_device_guard_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_device_guard_set_index_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_divide_neg_exp_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_exp_neg_is_leaf_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_fill_infinity_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_get_any_data_ptr_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_get_current_device_index_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_get_num_threads_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_get_template_any_data_ptr_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_identity_does_not_hog_memory_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_is_contiguous_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_make_tensor_clones_and_call_foreach_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_mv_tensor_accessor_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my__foreach_mul__cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my__foreach_mul_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_abs_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_amax_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_amax_vec_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_clone_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_copy__cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_cuda_stream_synchronize_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout0_memory_format0_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout0_memory_format1_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout0_memory_format2_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout1_memory_format0_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout1_memory_format1_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout1_memory_format2_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout2_memory_format0_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout2_memory_format1_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_layout2_memory_format2_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_empty_like_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_flatten_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_get_cuda_stream_from_pool_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_get_curr_cuda_blas_handle_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_get_current_cuda_stream_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_is_cpu_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_narrow_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_new_empty_dtype_variant_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_new_zeros_dtype_variant_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_ones_like_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_pad_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_reshape_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_set_current_cuda_stream_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_shape_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_string_op_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_transpose_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_view_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_my_zero__cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_neg_exp_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_parallel_for_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_slow_sgd_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_stream_cuda, test/cpp_extensions/test_libtorch_agnostic.py::TestLibtorchAgnosticCUDA::test_tensor_device_cuda 2025-12-04T13:10:24.7256558Z 2025-12-04T13:10:24.7256838Z Finished cpp_extensions/test_libtorch_agnostic 1/1 ... [2025-12-04 13:10:24.722290][16361.652345185], took 0.31min 2025-12-04T13:10:24.7368795Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/cpp_extensions.test_libtorch_agnostic/cpp_extensions.test_libtorch_agnostic-008185b8def0f77d.xml 2025-12-04T13:10:24.8148069Z Running test_cpp_extensions_stream_and_event 1/1 ... [2025-12-04 13:10:24.814542][16361.744600469] 2025-12-04T13:10:24.8148586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:10:24.8151105Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cpp_extensions_stream_and_event.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:10:24.814844] 2025-12-04T13:10:27.6841018Z 2025-12-04T13:10:27.6841950Z test_cpp_extensions_stream_and_event 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_stream_and_event_1.1_ca68439f8aa9db0b_.log 2025-12-04T13:10:27.6843064Z Running 1 items in this shard: test/test_cpp_extensions_stream_and_event.py::TestCppExtensionStreamAndEvent::test_stream_event 2025-12-04T13:10:27.6843535Z 2025-12-04T13:10:27.6843867Z Finished test_cpp_extensions_stream_and_event 1/1 ... [2025-12-04 13:10:27.683888][16364.613942153], took 0.05min 2025-12-04T13:10:27.6985201Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_cpp_extensions_stream_and_event/test_cpp_extensions_stream_and_event-8258836215a63844.xml 2025-12-04T13:10:27.7323866Z Running profiler/test_execution_trace 1/1 ... [2025-12-04 13:10:27.732145][16364.662202685] 2025-12-04T13:10:27.7324392Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:10:27.7327134Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_execution_trace.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:10:27.732463] 2025-12-04T13:10:34.0082184Z 2025-12-04T13:10:34.0083182Z profiler/test_execution_trace 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_execution_trace_1.1_998c80a799507f3c_.log 2025-12-04T13:10:34.0088722Z Running 13 items in this shard: test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_alone_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_env_disabled_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_env_enabled_with_kineto_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_env_enabled_with_pt2_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_nested_tensor_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_no_capture_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_record_integral_tensor_data_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_record_integral_tensor_range_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_repeat_in_loop_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_start_stop_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_with_kineto_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_execution_trace_with_pt2_cuda, test/profiler/test_execution_trace.py::TestExecutionTraceCUDA::test_triton_fx_graph_with_et_cuda 2025-12-04T13:10:34.0092828Z 2025-12-04T13:10:34.0093066Z Finished profiler/test_execution_trace 1/1 ... [2025-12-04 13:10:34.007991][16370.93804889], took 0.10min 2025-12-04T13:10:34.0219843Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/profiler.test_execution_trace/profiler.test_execution_trace-ab449e6834908518.xml 2025-12-04T13:10:34.0977179Z Running test_jit 1/1 ... [2025-12-04 13:10:34.097465][16371.027523985] 2025-12-04T13:10:34.0977600Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:10:34.0981471Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:10:34.097770] 2025-12-04T13:12:04.7478799Z 2025-12-04T13:12:04.7479623Z test_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_1.1_c7c5333de363cda7_.log 2025-12-04T13:12:04.7866112Z Running 2292 items in this shard: test/test_jit.py::TestTracer::test_call_traced_fn_from_traced_module, test/test_jit.py::TestTracer::test_call_traced_module_from_traced_module, test/test_jit.py::TestTracer::test_canonicalize_tensor_iterator, test/test_jit.py::TestTracer::test_constant, test/test_jit.py::TestTracer::test_conv, test/test_jit.py::TestTracer::test_export_no_reorder, test/test_jit.py::TestTracer::test_force_outplace_check_fill, test/test_jit.py::TestTracer::test_force_outplace_check_zero, test/test_jit.py::TestTracer::test_ge, test/test_jit.py::TestTracer::test_ge_cuda, test/test_jit.py::TestTracer::test_ge_optimized, test/test_jit.py::TestTracer::test_ge_unoptimized, test/test_jit.py::TestTracer::test_index_put, test/test_jit.py::TestTracer::test_index_put_trace_with_view, test/test_jit.py::TestTracer::test_index_put_trace_without_view, test/test_jit.py::TestTracer::test_inplace_check, test/test_jit.py::TestTracer::test_inplace_copy, test/test_jit.py::TestTracer::test_inplace_copy_force_outplace, test/test_jit.py::TestTracer::test_inplace_flags, test/test_jit.py::TestTracer::test_inplace_transplant, test/test_jit.py::TestTracer::test_inplace_warn, test/test_jit.py::TestTracer::test_input_dict_checkTrace_mut, test/test_jit.py::TestTracer::test_input_dict_empty, test/test_jit.py::TestTracer::test_input_dict_empty_list, test/test_jit.py::TestTracer::test_input_dict_insertion_order, test/test_jit.py::TestTracer::test_input_dict_of_dicts, test/test_jit.py::TestTracer::test_input_dict_of_lists, test/test_jit.py::TestTracer::test_input_dict_recursive, test/test_jit.py::TestTracer::test_input_dict_remembers_keys, test/test_jit.py::TestTracer::test_input_dict_unify, test/test_jit.py::TestTracer::test_input_flatten, test/test_jit.py::TestTracer::test_input_list_mixed_type, test/test_jit.py::TestTracer::test_input_list_of_tuples, test/test_jit.py::TestTracer::test_input_list_toplevel_flatten, test/test_jit.py::TestTracer::test_input_list_toplevel_flatten_direct, test/test_jit.py::TestTracer::test_input_tuple_of_dicts, test/test_jit.py::TestTracer::test_interpolate_trace, test/test_jit.py::TestTracer::test_large_nbr_kernel_args, test/test_jit.py::TestTracer::test_lhs_index_fails, test/test_jit.py::TestTracer::test_lhs_index_trivial, test/test_jit.py::TestTracer::test_max_pool, test/test_jit.py::TestTracer::test_nested_inplace, test/test_jit.py::TestTracer::test_non_tensor_tracing, test/test_jit.py::TestTracer::test_output_unflatten, test/test_jit.py::TestTracer::test_python_function, test/test_jit.py::TestTracer::test_python_function_tup, test/test_jit.py::TestTracer::test_repeated_input, test/test_jit.py::TestTracer::test_repeated_output, test/test_jit.py::TestTracer::test_shared_param, test/test_jit.py::TestTracer::test_simple, test/test_jit.py::TestTracer::test_tensor_with_grad_as_constant, test/test_jit.py::TestTracer::test_trace_aliased_parameter, test/test_jit.py::TestTracer::test_trace_annotation, test/test_jit.py::TestTracer::test_trace_arange, test/test_jit.py::TestTracer::test_trace_arange_with_grad, test/test_jit.py::TestTracer::test_trace_autograd_function, test/test_jit.py::TestTracer::test_trace_casts, test/test_jit.py::TestTracer::test_trace_checker_control_flow, test/test_jit.py::TestTracer::test_trace_checker_dot_data, test/test_jit.py::TestTracer::test_trace_checker_dropout_notrain, test/test_jit.py::TestTracer::test_trace_checker_dropout_train, test/test_jit.py::TestTracer::test_trace_checker_inplace_on_view, test/test_jit.py::TestTracer::test_trace_checker_memoization, test/test_jit.py::TestTracer::test_trace_checker_slice_lhs, test/test_jit.py::TestTracer::test_trace_checking_with_deprecated_name, test/test_jit.py::TestTracer::test_trace_checking_with_global_name, test/test_jit.py::TestTracer::test_trace_contiguous, test/test_jit.py::TestTracer::test_trace_contiguous_short_circuit, test/test_jit.py::TestTracer::test_trace_detach, test/test_jit.py::TestTracer::test_trace_detach_inplace, test/test_jit.py::TestTracer::test_trace_detach_inplace_redispatch, test/test_jit.py::TestTracer::test_trace_detach_redispatch, test/test_jit.py::TestTracer::test_trace_dict_input, test/test_jit.py::TestTracer::test_trace_dict_output, test/test_jit.py::TestTracer::test_trace_export_fns, test/test_jit.py::TestTracer::test_trace_export_fns_recursive, test/test_jit.py::TestTracer::test_trace_fork_join_and_module, test/test_jit.py::TestTracer::test_trace_full_dynamic_shape, test/test_jit.py::TestTracer::test_trace_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_index, test/test_jit.py::TestTracer::test_trace_index_constant, test/test_jit.py::TestTracer::test_trace_indexed_assignment, test/test_jit.py::TestTracer::test_trace_inline_shape, test/test_jit.py::TestTracer::test_trace_inverse, test/test_jit.py::TestTracer::test_trace_invert_module_hierarchy, test/test_jit.py::TestTracer::test_trace_legacy_ctor, test/test_jit.py::TestTracer::test_trace_module_argument_names_captured, test/test_jit.py::TestTracer::test_trace_modulelist, test/test_jit.py::TestTracer::test_trace_multi_output_function, test/test_jit.py::TestTracer::test_trace_namedtuple, test/test_jit.py::TestTracer::test_trace_nested_datatypes, test/test_jit.py::TestTracer::test_trace_nested_fn, test/test_jit.py::TestTracer::test_trace_no_duplicated_lifted_input_output, test/test_jit.py::TestTracer::test_trace_numel, test/test_jit.py::TestTracer::test_trace_optioanl_dtype, test/test_jit.py::TestTracer::test_trace_optional, test/test_jit.py::TestTracer::test_trace_out_operator_with_two_output, test/test_jit.py::TestTracer::test_trace_partial_func_argument_names_captured, test/test_jit.py::TestTracer::test_trace_random, test/test_jit.py::TestTracer::test_trace_records_names, test/test_jit.py::TestTracer::test_trace_save, test/test_jit.py::TestTracer::test_trace_save_load_copy, test/test_jit.py::TestTracer::test_trace_single_tuple, test/test_jit.py::TestTracer::test_trace_size, test/test_jit.py::TestTracer::test_trace_size_with_grad, test/test_jit.py::TestTracer::test_trace_skip_none_submodule, test/test_jit.py::TestTracer::test_trace_slice, test/test_jit.py::TestTracer::test_trace_slice_expr_complete_type, test/test_jit.py::TestTracer::test_trace_slice_full_dim, test/test_jit.py::TestTracer::test_trace_slice_setitem_dynamic_shape, test/test_jit.py::TestTracer::test_trace_slice_with_grad, test/test_jit.py::TestTracer::test_trace_tensor_factory, test/test_jit.py::TestTracer::test_trace_topk, test/test_jit.py::TestTracer::test_trace_tuple, test/test_jit.py::TestTracer::test_trace_variable_instantiation, test/test_jit.py::TestTracer::test_trace_warn, test/test_jit.py::TestTracer::test_trace_with_conditional_property, test/test_jit.py::TestTracer::test_trace_with_nested_strided_tensor_output, test/test_jit.py::TestTracer::test_trace_with_nested_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_number_list_output, test/test_jit.py::TestTracer::test_trace_with_tensor_list_output, test/test_jit.py::TestTracer::test_trace_with_tuple_tensor, test/test_jit.py::TestTracer::test_traced_module_cuda, test/test_jit.py::TestTracer::test_tracing_backward_hook_error, test/test_jit.py::TestTracer::test_tracing_hooks, test/test_jit.py::TestTracer::test_tracing_multiple_methods, test/test_jit.py::TestTracer::test_type_same_device, test/test_jit.py::TestTracer::test_typeas_trace_check, test/test_jit.py::TestTracer::test_wrapped_number, test/test_jit.py::TestMixTracingScripting::test_call_script_fn_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_script_module_from_traced_module, test/test_jit.py::TestMixTracingScripting::test_call_traced_fn_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_traced_mod_from_script_fn, test/test_jit.py::TestMixTracingScripting::test_call_tracing_fn_from_script_module, test/test_jit.py::TestMixTracingScripting::test_call_tracing_mod_from_script_module, test/test_jit.py::TestMixTracingScripting::test_jit_trace_callfunction_return_shapes, test/test_jit.py::TestMixTracingScripting::test_script_inline_trace_multiple_args, test/test_jit.py::TestMixTracingScripting::test_trace_dict_mix_script, test/test_jit.py::TestMixTracingScripting::test_trace_hierarchy, test/test_jit.py::TestMixTracingScripting::test_trace_linear, test/test_jit.py::TestMixTracingScripting::test_trace_mixed_by_script_with_dict_output, test/test_jit.py::TestMixTracingScripting::test_trace_of_script, test/test_jit.py::TestMixTracingScripting::test_trace_parameter, test/test_jit.py::TestMixTracingScripting::test_trace_returning_dict_with_tensor_tuples, test/test_jit.py::TestMixTracingScripting::test_trace_script, test/test_jit.py::TestMixTracingScripting::test_trace_script_returning_complex_dict, test/test_jit.py::TestMixTracingScripting::test_trace_with_size, test/test_jit.py::TestMixTracingScripting::test_traced_module_contains_scripted_interface_types, test/test_jit.py::TestMixTracingScripting::test_traced_module_implements_interface, test/test_jit.py::TestMixTracingScripting::test_tracing_indexing, test/test_jit.py::TestMixTracingScripting::test_tracing_slicing, test/test_jit.py::TestRecursiveScript::test_attributes, test/test_jit.py::TestRecursiveScript::test_class_compile, test/test_jit.py::TestRecursiveScript::test_constants_with_final, test/test_jit.py::TestRecursiveScript::test_dir, test/test_jit.py::TestRecursiveScript::test_error_stack, test/test_jit.py::TestRecursiveScript::test_error_stack_annotation, test/test_jit.py::TestRecursiveScript::test_error_stack_class, test/test_jit.py::TestRecursiveScript::test_error_stack_module, test/test_jit.py::TestRecursiveScript::test_failed_function_compilation, test/test_jit.py::TestRecursiveScript::test_function_attribute_in_submodule, test/test_jit.py::TestRecursiveScript::test_ignore_class, test/test_jit.py::TestRecursiveScript::test_inferred_nonetype, test/test_jit.py::TestRecursiveScript::test_init_error, test/test_jit.py::TestRecursiveScript::test_inner_traced_module, test/test_jit.py::TestRecursiveScript::test_iterable_modules, test/test_jit.py::TestRecursiveScript::test_method_call, test/test_jit.py::TestRecursiveScript::test_module_basic, test/test_jit.py::TestRecursiveScript::test_module_function_export, test/test_jit.py::TestRecursiveScript::test_module_name, test/test_jit.py::TestRecursiveScript::test_module_repr, test/test_jit.py::TestRecursiveScript::test_optional_module, test/test_jit.py::TestRecursiveScript::test_override_instance_method_ignore, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_basic, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_cycle, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_escape_hatch, test/test_jit.py::TestRecursiveScript::test_prepare_scriptable_iterable_modules, test/test_jit.py::TestRecursiveScript::test_python_function_attribute, test/test_jit.py::TestRecursiveScript::test_repeated_error_stack, test/test_jit.py::TestRecursiveScript::test_script_after_eval, test/test_jit.py::TestRecursiveScript::test_script_basic, test/test_jit.py::TestRecursiveScript::test_script_function_attribute, test/test_jit.py::TestRecursiveScript::test_script_loaded_module, test/test_jit.py::TestRecursiveScript::test_thread_safe_error_stacks, test/test_jit.py::TestTypeSharing::test_assign_python_attr, test/test_jit.py::TestTypeSharing::test_basic, test/test_jit.py::TestTypeSharing::test_builtin_function_different, test/test_jit.py::TestTypeSharing::test_builtin_function_same, test/test_jit.py::TestTypeSharing::test_constants, test/test_jit.py::TestTypeSharing::test_diff_attr_values, test/test_jit.py::TestTypeSharing::test_failed_attribute_compilation, test/test_jit.py::TestTypeSharing::test_ignored_fns, test/test_jit.py::TestTypeSharing::test_linear, test/test_jit.py::TestTypeSharing::test_loaded_modules_work, test/test_jit.py::TestTypeSharing::test_module_dict_same_type_different_name, test/test_jit.py::TestTypeSharing::test_mutate_attr_value, test/test_jit.py::TestTypeSharing::test_param_vs_attribute, test/test_jit.py::TestTypeSharing::test_python_function_attribute_different, test/test_jit.py::TestTypeSharing::test_python_function_attribute_same, test/test_jit.py::TestTypeSharing::test_same_but_different_classes, test/test_jit.py::TestTypeSharing::test_script_function_attribute_different, test/test_jit.py::TestTypeSharing::test_script_function_attribute_same, test/test_jit.py::TestTypeSharing::test_script_module_containing_traced_module, test/test_jit.py::TestTypeSharing::test_submodules, test/test_jit.py::TestTypeSharing::test_tracing_gives_different_types, test/test_jit.py::TestTypeSharing::test_type_not_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_shared_ignored_attributes, test/test_jit.py::TestTypeSharing::test_type_sharing_define_in_init, test/test_jit.py::TestTypeSharing::test_type_sharing_disabled, test/test_jit.py::TestLogging::test_bump_numeric_counter, test/test_jit.py::TestLogging::test_counter_aggregation, test/test_jit.py::TestLogging::test_logging_levels_set, test/test_jit.py::TestLogging::test_time_measurement_counter, test/test_jit.py::TestLogging::test_time_measurement_counter_script, test/test_jit.py::TestLogging::test_trace_numeric_counter, test/test_jit.py::TestBackends::test_errors, test/test_jit.py::TestBackends::test_execution, test/test_jit.py::TestBackends::test_save_load, test/test_jit.py::TestBackendsWithCompiler::test_errors, test/test_jit.py::TestBackendsWithCompiler::test_execution, test/test_jit.py::TestNnapiBackend::test_adaptive_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_avg_pool2d, test/test_jit.py::TestNnapiBackend::test_cat, test/test_jit.py::TestNnapiBackend::test_compile_spec_santiy, test/test_jit.py::TestNnapiBackend::test_conv2d, test/test_jit.py::TestNnapiBackend::test_conv2d_transpose, test/test_jit.py::TestNnapiBackend::test_dequantize, test/test_jit.py::TestNnapiBackend::test_detach, test/test_jit.py::TestNnapiBackend::test_flatten, test/test_jit.py::TestNnapiBackend::test_hardtanh, test/test_jit.py::TestNnapiBackend::test_linear, test/test_jit.py::TestNnapiBackend::test_log_softmax, test/test_jit.py::TestNnapiBackend::test_max_pool2d, test/test_jit.py::TestNnapiBackend::test_mean, test/test_jit.py::TestNnapiBackend::test_multi_output, test/test_jit.py::TestNnapiBackend::test_pointwise_binary, test/test_jit.py::TestNnapiBackend::test_pointwise_binary_const, test/test_jit.py::TestNnapiBackend::test_pointwise_unary, test/test_jit.py::TestNnapiBackend::test_prelu, test/test_jit.py::TestNnapiBackend::test_qadd, test/test_jit.py::TestNnapiBackend::test_qlinear, test/test_jit.py::TestNnapiBackend::test_quantize, test/test_jit.py::TestNnapiBackend::test_reshape, test/test_jit.py::TestNnapiBackend::test_seblock_mul, test/test_jit.py::TestNnapiBackend::test_slice, test/test_jit.py::TestNnapiBackend::test_softmax, test/test_jit.py::TestNnapiBackend::test_tensor_input, test/test_jit.py::TestNnapiBackend::test_to, test/test_jit.py::TestNnapiBackend::test_unsqueeze, test/test_jit.py::TestNnapiBackend::test_upsample_nearest2d, test/test_jit.py::TestList::test_comprehension_iterable, test/test_jit.py::TestList::test_comprehension_out_type_not_in_type, test/test_jit.py::TestList::test_comprehensions_basic, test/test_jit.py::TestList::test_comprehensions_basic_float, test/test_jit.py::TestList::test_comprehensions_two_comps, test/test_jit.py::TestList::test_copy_list_immutable, test/test_jit.py::TestList::test_copy_list_mutable, test/test_jit.py::TestList::test_del, test/test_jit.py::TestList::test_dict_keyword_is_correctly_typed, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_dict_comprehension_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_empty_dict_comprehension, test/test_jit.py::TestList::test_dict_keyword_with_empty_iterable, test/test_jit.py::TestList::test_dict_keyword_with_internal_aggregate_function, test/test_jit.py::TestList::test_dict_keyword_with_iterable, test/test_jit.py::TestList::test_dict_keyword_with_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_kwargs_using_container_values, test/test_jit.py::TestList::test_dict_keyword_with_mapping, test/test_jit.py::TestList::test_dict_keyword_with_mapping_and_kwargs, test/test_jit.py::TestList::test_dict_keyword_with_mismatched_annotations, test/test_jit.py::TestList::test_dict_keyword_with_nested_call, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable, test/test_jit.py::TestList::test_dict_keyword_with_previously_declared_variable_and_kwargs, test/test_jit.py::TestList::test_extend_list_immutable, test/test_jit.py::TestList::test_extend_list_mutable, test/test_jit.py::TestList::test_in_check, test/test_jit.py::TestList::test_list_bool_conversion, test/test_jit.py::TestList::test_list_count, test/test_jit.py::TestList::test_list_count_not_existing, test/test_jit.py::TestList::test_list_gather, test/test_jit.py::TestList::test_list_index, test/test_jit.py::TestList::test_list_index_not_existing, test/test_jit.py::TestList::test_list_keyword, test/test_jit.py::TestList::test_list_len, test/test_jit.py::TestList::test_list_literal, test/test_jit.py::TestList::test_list_none, test/test_jit.py::TestList::test_list_ops, test/test_jit.py::TestList::test_list_slice, test/test_jit.py::TestList::test_list_sort, test/test_jit.py::TestList::test_list_unification_hint, test/test_jit.py::TestList::test_list_variance, test/test_jit.py::TestList::test_min_bool_list, test/test_jit.py::TestList::test_min_max_list, test/test_jit.py::TestList::test_min_max_single_list, test/test_jit.py::TestList::test_mutable_list_append, test/test_jit.py::TestList::test_mutable_list_append_2, test/test_jit.py::TestList::test_mutable_list_append_if, test/test_jit.py::TestList::test_mutable_list_append_if_else, test/test_jit.py::TestList::test_mutable_list_append_loop, test/test_jit.py::TestList::test_mutable_list_append_loop_if, test/test_jit.py::TestList::test_mutable_list_clear, test/test_jit.py::TestList::test_mutable_list_clear_empty, test/test_jit.py::TestList::test_mutable_list_function_inline, test/test_jit.py::TestList::test_mutable_list_insert, test/test_jit.py::TestList::test_mutable_list_insert_neg_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_insert_negative, test/test_jit.py::TestList::test_mutable_list_insert_out_of_bounds, test/test_jit.py::TestList::test_mutable_list_nested_loop, test/test_jit.py::TestList::test_mutable_list_pop, test/test_jit.py::TestList::test_mutable_list_pop2, test/test_jit.py::TestList::test_mutable_list_pop_at, test/test_jit.py::TestList::test_mutable_list_pop_at2, test/test_jit.py::TestList::test_mutable_list_pop_at_negative, test/test_jit.py::TestList::test_mutable_list_pop_at_negative2, test/test_jit.py::TestList::test_mutable_list_pop_empty, test/test_jit.py::TestList::test_mutable_list_pop_slice, test/test_jit.py::TestList::test_mutable_list_remove, test/test_jit.py::TestList::test_mutable_list_remove2, test/test_jit.py::TestList::test_mutable_list_remove_not_existing, test/test_jit.py::TestList::test_mutable_list_remove_tensor, test/test_jit.py::TestList::test_mutable_list_reverse, test/test_jit.py::TestList::test_mutable_list_reverse_empty, test/test_jit.py::TestList::test_mutable_tensor_list_reverse, test/test_jit.py::TestList::test_no_element_type_annotation, test/test_jit.py::TestList::test_slice_index, test/test_jit.py::TestList::test_tensor_list_count, test/test_jit.py::TestList::test_tensor_list_count_not_existing, test/test_jit.py::TestList::test_tensor_list_index, test/test_jit.py::TestList::test_tensor_list_index_not_existing, test/test_jit.py::TestList::test_to_list, test/test_jit.py::TestList::test_to_list_gpu, test/test_jit.py::TestDict::test_aug_assign, test/test_jit.py::TestDict::test_basic, test/test_jit.py::TestDict::test_clear, test/test_jit.py::TestDict::test_copy, test/test_jit.py::TestDict::test_del, test/test_jit.py::TestDict::test_dict_bool_conversion, test/test_jit.py::TestDict::test_dict_preserves_order, test/test_jit.py::TestDict::test_dict_to_python, test/test_jit.py::TestDict::test_dict_variance, test/test_jit.py::TestDict::test_get, test/test_jit.py::TestDict::test_get_boolkey, test/test_jit.py::TestDict::test_items, test/test_jit.py::TestDict::test_key_type, test/test_jit.py::TestDict::test_keys, test/test_jit.py::TestDict::test_len, test/test_jit.py::TestDict::test_loop, test/test_jit.py::TestDict::test_membership, test/test_jit.py::TestDict::test_mutability, test/test_jit.py::TestDict::test_optional_dict_construct, test/test_jit.py::TestDict::test_ordered_dict, test/test_jit.py::TestDict::test_pop, test/test_jit.py::TestDict::test_popitem, test/test_jit.py::TestDict::test_setdefault, test/test_jit.py::TestDict::test_type_annotation_missing_contained_type, test/test_jit.py::TestDict::test_update, test/test_jit.py::TestDict::test_update_existing_key, test/test_jit.py::TestDict::test_values, test/test_jit.py::TestDict::test_view, test/test_jit.py::TestNamedTuple::test_namedtuple, test/test_jit.py::TestNamedTuple::test_namedtuple_as_attr, test/test_jit.py::TestNamedTuple::test_namedtuple_constant, test/test_jit.py::TestNamedTuple::test_namedtuple_input_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_inside_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_kwarg_construct, test/test_jit.py::TestNamedTuple::test_namedtuple_lower, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution, test/test_jit.py::TestNamedTuple::test_namedtuple_resolution_forwardref, test/test_jit.py::TestNamedTuple::test_namedtuple_serialization, test/test_jit.py::TestNamedTuple::test_namedtuple_slice_unpack, test/test_jit.py::TestNamedTuple::test_namedtuple_type_annotation, test/test_jit.py::TestNamedTuple::test_namedtuple_wrong_types, test/test_jit.py::TestNamedTuple::test_return_named_tuple, test/test_jit.py::TestScriptDict::test_bool, test/test_jit.py::TestScriptDict::test_contains, test/test_jit.py::TestScriptDict::test_delitem, test/test_jit.py::TestScriptDict::test_getitem, test/test_jit.py::TestScriptDict::test_items, test/test_jit.py::TestScriptDict::test_iter, test/test_jit.py::TestScriptDict::test_len, test/test_jit.py::TestScriptDict::test_nested, test/test_jit.py::TestScriptDict::test_reference_semantics, test/test_jit.py::TestScriptDict::test_repr, test/test_jit.py::TestScriptDict::test_setitem, test/test_jit.py::TestScriptList::test_append, test/test_jit.py::TestScriptList::test_bool, test/test_jit.py::TestScriptList::test_clear, test/test_jit.py::TestScriptList::test_contains, test/test_jit.py::TestScriptList::test_count, test/test_jit.py::TestScriptList::test_defaultdict, test/test_jit.py::TestScriptList::test_delitem, test/test_jit.py::TestScriptList::test_extend, test/test_jit.py::TestScriptList::test_getitem, test/test_jit.py::TestScriptList::test_insert, test/test_jit.py::TestScriptList::test_iter, test/test_jit.py::TestScriptList::test_len, test/test_jit.py::TestScriptList::test_nested, test/test_jit.py::TestScriptList::test_pop, test/test_jit.py::TestScriptList::test_reference_semantics, test/test_jit.py::TestScriptList::test_remove, test/test_jit.py::TestScriptList::test_repr, test/test_jit.py::TestScriptList::test_setitem, test/test_jit.py::TestAsync::test_async_future_type_python, test/test_jit.py::TestAsync::test_async_grad_guard_no_grad, test/test_jit.py::TestAsync::test_async_grad_guard_with_grad, test/test_jit.py::TestAsync::test_async_kwargs, test/test_jit.py::TestAsync::test_async_parsing, test/test_jit.py::TestAsync::test_async_python, test/test_jit.py::TestAsync::test_async_script, test/test_jit.py::TestAsync::test_async_script_capture, test/test_jit.py::TestAsync::test_async_script_error, test/test_jit.py::TestAsync::test_async_script_multi_forks, test/test_jit.py::TestAsync::test_async_script_multi_waits, test/test_jit.py::TestAsync::test_async_script_nested, test/test_jit.py::TestAsync::test_async_script_no_script_mod, test/test_jit.py::TestAsync::test_async_script_trace, test/test_jit.py::TestAsync::test_future_subtyping, test/test_jit.py::TestAsync::test_no_future_subtype_message, test/test_jit.py::TestAsync::test_trace_fork_wait, test/test_jit.py::TestAsync::test_trace_fork_wait_inline, test/test_jit.py::TestAsync::test_trace_fork_wait_leaking, test/test_jit.py::TestAsync::test_trace_fork_wait_list_modulecalls, test/test_jit.py::TestAsync::test_trace_modulecalls_with_different_output_types, test/test_jit.py::TestAwait::test_await_class_arg, test/test_jit.py::TestAwait::test_await_class_return, test/test_jit.py::TestAwait::test_await_eager_lazy, test/test_jit.py::TestAwait::test_await_func_arg, test/test_jit.py::TestAwait::test_await_getattr_implicit_convertion, test/test_jit.py::TestAwait::test_await_isinstance, test/test_jit.py::TestAwait::test_await_multiout_save, test/test_jit.py::TestAwait::test_await_nested, test/test_jit.py::TestAwait::test_await_out_of_interpreter, test/test_jit.py::TestAwait::test_await_python, test/test_jit.py::TestAwait::test_await_type_python, test/test_jit.py::TestAwait::test_awaitable_to_await, test/test_jit.py::TestAwait::test_eager_await_non_scriptable, test/test_jit.py::TestAwait::test_jit_trace, test/test_jit.py::TestAwait::test_nowait, test/test_jit.py::TestAwait::test_nowait_class, test/test_jit.py::TestAwait::test_script, test/test_jit.py::TestDataParallel::test_python_submodule_script, test/test_jit.py::TestDataParallel::test_shared_module, test/test_jit.py::TestDataParallel::test_tensor_sharing, test/test_jit.py::TestDataParallel::test_tensor_sharing_with_forward, test/test_jit.py::TestDataParallel::test_traced_module, test/test_jit.py::TestModels::test_alexnet, test/test_jit.py::TestModels::test_dcgan_models, test/test_jit.py::TestModels::test_dcgan_models_cuda, test/test_jit.py::TestModels::test_mnist, test/test_jit.py::TestModels::test_mnist_cuda, test/test_jit.py::TestModels::test_mnist_training_leaks_no_memory_cuda, test/test_jit.py::TestModels::test_neural_style, test/test_jit.py::TestModels::test_neural_style_cuda, test/test_jit.py::TestModels::test_reinforcement_learning, test/test_jit.py::TestModels::test_reinforcement_learning_cuda, test/test_jit.py::TestModels::test_script_module_script_resnet, test/test_jit.py::TestModels::test_script_module_trace_resnet18, test/test_jit.py::TestModels::test_snli, test/test_jit.py::TestModels::test_snli_cuda, test/test_jit.py::TestModels::test_super_resolution, test/test_jit.py::TestModels::test_super_resolution_cuda, test/test_jit.py::TestModels::test_time_sequence_prediction, test/test_jit.py::TestModels::test_vae, test/test_jit.py::TestModels::test_vae_cuda, test/test_jit.py::TestModules::test_script_module_with_constants_list, test/test_jit.py::TestAutodiffJit::test_autodiff_requires_grad_nograd, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_profiled_twice, test/test_jit.py::TestAutodiffJit::test_requires_grad_outputs_side_effects, test/test_jit.py::TestAutodiffJit::test_undefined_tensor_lists, test/test_jit.py::TestAutodiffSubgraphSlicing::test_aliased_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_arg, test/test_jit.py::TestAutodiffSubgraphSlicing::test_bias_as_module_attr, test/test_jit.py::TestAutodiffSubgraphSlicing::test_chunk_constant_script_ad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_constructed_bias, test/test_jit.py::TestAutodiffSubgraphSlicing::test_diff_graph_inline_threshold, test/test_jit.py::TestAutodiffSubgraphSlicing::test_differentiable_graph_ops_requires_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_create_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_does_not_merge_unrelated, test/test_jit.py::TestAutodiffSubgraphSlicing::test_has_profiled_info_aliasing_outputs, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merge_respects_aliasing, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_dense, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_down, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_up, test/test_jit.py::TestAutodiffSubgraphSlicing::test_merges_without_cycles, test/test_jit.py::TestAutodiffSubgraphSlicing::test_prune_grad, test/test_jit.py::TestAutodiffSubgraphSlicing::test_requires_grad_for_tensor_list, test/test_jit.py::TestAutodiffSubgraphSlicing::test_respects_lexical_scoping, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_merge, test/test_jit.py::TestAutodiffSubgraphSlicing::test_simple_no_merge, test/test_jit.py::TestCustomOperators::test_calling_scripted_custom_op, test/test_jit.py::TestCustomOperators::test_calling_traced_custom_op, test/test_jit.py::TestCustomOperators::test_default_arguments_are_used, test/test_jit.py::TestCustomOperators::test_dynamic_op_registry, test/test_jit.py::TestCustomOperators::test_generic_list, test/test_jit.py::TestCustomOperators::test_getting_invalid_attr, test/test_jit.py::TestCustomOperators::test_passing_and_returning_lists, test/test_jit.py::TestCustomOperators::test_passing_one_positional_but_not_the_second, test/test_jit.py::TestCustomOperators::test_passing_too_few_args, test/test_jit.py::TestCustomOperators::test_passing_too_many_args, test/test_jit.py::TestCustomOperators::test_passing_unknown_kwargs, test/test_jit.py::TestCustomOperators::test_script_graph_contains_custom_op, test/test_jit.py::TestCustomOperators::test_script_graph_for_custom_ops_matches_traced_graph, test/test_jit.py::TestCustomOperators::test_simply_calling_an_operator, test/test_jit.py::TestCustomOperators::test_where_no_scalar, test/test_jit.py::TestGraphRewritePasses::test_fuse_linear, test/test_jit.py::TestClassType::test_cast_overloads, test/test_jit.py::TestClassType::test_class_attribute_wrong_type, test/test_jit.py::TestClassType::test_class_constant, test/test_jit.py::TestClassType::test_class_constructs_itself, test/test_jit.py::TestClassType::test_class_inheritance, test/test_jit.py::TestClassType::test_class_inheritance_implicit, test/test_jit.py::TestClassType::test_class_sorting, test/test_jit.py::TestClassType::test_class_specialization, test/test_jit.py::TestClassType::test_class_type_as_param, test/test_jit.py::TestClassType::test_classmethod, test/test_jit.py::TestClassType::test_conditional_set_attr, test/test_jit.py::TestClassType::test_custom_delete, test/test_jit.py::TestClassType::test_default_args, test/test_jit.py::TestClassType::test_get_attr, test/test_jit.py::TestClassType::test_get_attr_not_initialized, test/test_jit.py::TestClassType::test_get_with_method, test/test_jit.py::TestClassType::test_imported_classes, test/test_jit.py::TestClassType::test_in, test/test_jit.py::TestClassType::test_init_compiled_first, test/test_jit.py::TestClassType::test_interface, test/test_jit.py::TestClassType::test_optional_type_promotion, test/test_jit.py::TestClassType::test_out_of_order_methods, test/test_jit.py::TestClassType::test_overloaded_fn, test/test_jit.py::TestClassType::test_properties, test/test_jit.py::TestClassType::test_py_class_to_ivalue_missing_attribute, test/test_jit.py::TestClassType::test_python_interop, test/test_jit.py::TestClassType::test_recursive_class, test/test_jit.py::TestClassType::test_recursive_script_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_script_module_builtin_type_resolution, test/test_jit.py::TestClassType::test_recursive_scripting, test/test_jit.py::TestClassType::test_recursive_scripting_failed, test/test_jit.py::TestClassType::test_reference_semantics, test/test_jit.py::TestClassType::test_save_load_with_classes, test/test_jit.py::TestClassType::test_save_load_with_classes_nested, test/test_jit.py::TestClassType::test_save_load_with_classes_returned, test/test_jit.py::TestClassType::test_schema_human_readable, test/test_jit.py::TestClassType::test_self_referential_method, test/test_jit.py::TestClassType::test_set_attr_in_method, test/test_jit.py::TestClassType::test_set_attr_non_initialized, test/test_jit.py::TestClassType::test_set_attr_type_mismatch, test/test_jit.py::TestClassType::test_staticmethod, test/test_jit.py::TestClassType::test_type_annotation, test/test_jit.py::TestClassType::test_type_annotations, test/test_jit.py::TestClassType::test_unresolved_class_attributes, test/test_jit.py::TestClassType::test_unused_method, test/test_jit.py::TestBuiltins::test_del, test/test_jit.py::TestBuiltins::test_del_multiple_operands, test/test_jit.py::TestBuiltins::test_has_attr, test/test_jit.py::TestBuiltins::test_has_attr_invalid_args, test/test_jit.py::TestBuiltins::test_torch_check, test/test_jit.py::TestBuiltins::test_torch_check_invalid_args, test/test_jit.py::TestTensorBuiltins::test_method_on_number, test/test_jit.py::TestTensorBuiltins::test_scalar_to_num_conversions, test/test_jit.py::TestTensorBuiltins::test_tensor_item, test/test_jit.py::TestTensorBuiltins::test_tensor_properties, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign, test/test_jit.py::TestTensorBuiltins::test_tensor_subscript_assign_device, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_inp_out, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_inp, test/test_jit.py::TestIgnoreContextManager::test_with_ignore_context_manager_with_just_out, test/test_jit.py::TestSymbolicShapeAnalysis::test_adaptive_avg_pool2d, test/test_jit.py::TestSymbolicShapeAnalysis::test_arange_shape, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_binary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_conv_deconv, test/test_jit.py::TestSymbolicShapeAnalysis::test_convolution_backward, test/test_jit.py::TestSymbolicShapeAnalysis::test_cross_entropy_loss, test/test_jit.py::TestSymbolicShapeAnalysis::test_if_propagation, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_graph_conv, test/test_jit.py::TestSymbolicShapeAnalysis::test_partial_eval_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_refinement_through_graph_stitching, test/test_jit.py::TestSymbolicShapeAnalysis::test_register_function_error_checking, test/test_jit.py::TestSymbolicShapeAnalysis::test_returning_input_symbolic_shapes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_analysis, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_embedding_bag, test/test_jit.py::TestSymbolicShapeAnalysis::test_shape_function_includes, test/test_jit.py::TestSymbolicShapeAnalysis::test_shared_shape_graph, test/test_jit.py::TestSymbolicShapeAnalysis::test_size_and_sizes, test/test_jit.py::TestSymbolicShapeAnalysis::test_squeeze_dims, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_concat, test/test_jit.py::TestSymbolicShapeAnalysis::test_stitching_multi_output, test/test_jit.py::TestSymbolicShapeAnalysis::test_sym_ir_parsing, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_fns_inplace, test/test_jit.py::TestSymbolicShapeAnalysis::test_unary_shape_functions, test/test_jit.py::TestSymbolicShapeAnalysis::test_write, test/test_jit.py::TestOpDecompositions::test_op_decomposition, test/test_jit.py::TestOpDecompositions::test_registered_decomposition, test/test_jit.py::TestUnsupportedOps::test_factory_ops_requires_grad_fail, test/test_jit.py::TestUnsupportedOps::test_init_ops, test/test_jit.py::TestFreezing::test_freeze_interface_swapping_two_methods, test/test_jit.py::TestFreezing::test_freeze_interface_within_object, test/test_jit.py::TestFreezing::test_freeze_module, test/test_jit.py::TestFreezing::test_freeze_module_detach_gradient, test/test_jit.py::TestFreezing::test_freeze_module_in_training_mode, test/test_jit.py::TestFreezing::test_freeze_module_inlining, test/test_jit.py::TestFreezing::test_freeze_module_no_forward, test/test_jit.py::TestFreezing::test_freeze_module_return_self, test/test_jit.py::TestFreezing::test_freeze_module_return_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr2, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr3, test/test_jit.py::TestFreezing::test_freeze_module_with_aliased_tensor_attr4, test/test_jit.py::TestFreezing::test_freeze_module_with_call_method, test/test_jit.py::TestFreezing::test_freeze_module_with_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_fork2, test/test_jit.py::TestFreezing::test_freeze_module_with_fork_calling_module_method, test/test_jit.py::TestFreezing::test_freeze_module_with_helperfunction, test/test_jit.py::TestFreezing::test_freeze_module_with_inplace_mutable, test/test_jit.py::TestFreezing::test_freeze_module_with_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_dict, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_list, test/test_jit.py::TestFreezing::test_freeze_module_with_mutable_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_nested_fork, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasing, test/test_jit.py::TestFreezing::test_freeze_module_with_nestedaliasingscalar, test/test_jit.py::TestFreezing::test_freeze_module_with_non_static_module_container_index, test/test_jit.py::TestFreezing::test_freeze_module_with_overlapping_attrs, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module, test/test_jit.py::TestFreezing::test_freeze_module_with_preserve_sub_module_and_mutation, test/test_jit.py::TestFreezing::test_freeze_module_with_sharedclasstype, test/test_jit.py::TestFreezing::test_freeze_module_with_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_tensor, test/test_jit.py::TestFreezing::test_freeze_module_with_tuple, test/test_jit.py::TestFreezing::test_freeze_module_with_tupleoutput_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attr, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_attribute_on_unused_submodule, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method2, test/test_jit.py::TestFreezing::test_freeze_module_with_user_preserved_method_on_submodule, test/test_jit.py::TestFreezing::test_freeze_no_forward, test/test_jit.py::TestFreezing::test_freeze_non_interface_module_swap, test/test_jit.py::TestFreezing::test_freeze_non_module_class_getattr, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_same_name, test/test_jit.py::TestFreezing::test_freeze_recursive_interfaces_with_reassignment, test/test_jit.py::TestFreezing::test_freeze_with_interface_mutable, test/test_jit.py::TestFreezing::test_freeze_with_swapping_interfaces, test/test_jit.py::TestFreezing::test_module_getattr_indirection, test/test_jit.py::TestFreezing::test_module_with_shared_type_instances, test/test_jit.py::TestFrozenOptimizations::test_bn_not_broadcast_with_linear, test/test_jit.py::TestFrozenOptimizations::test_collapse_adjacent_conversions, test/test_jit.py::TestFrozenOptimizations::test_conv_add_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_conv_bn_folding_not_forward, test/test_jit.py::TestFrozenOptimizations::test_conv_hardswish, test/test_jit.py::TestFrozenOptimizations::test_conv_mul_add_bn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_conv_to_mkldnn_no_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion, test/test_jit.py::TestFrozenOptimizations::test_freeze_conv_relu_fusion_not_forward, test/test_jit.py::TestFrozenOptimizations::test_freeze_mkdlnn, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_dropout, test/test_jit.py::TestFrozenOptimizations::test_freeze_remove_feature_dropout, test/test_jit.py::TestFrozenOptimizations::test_hardswish_hardsigmoid, test/test_jit.py::TestFrozenOptimizations::test_incompatible_perf_formats, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding, test/test_jit.py::TestFrozenOptimizations::test_linear_bn_folding_autocast_scenario_cuda, test/test_jit.py::TestFrozenOptimizations::test_linear_concat, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_complex, test/test_jit.py::TestFrozenOptimizations::test_linear_concat_different_input, test/test_jit.py::TestFrozenOptimizations::test_linear_multiple_blocks, test/test_jit.py::TestFrozenOptimizations::test_linear_non_constant_weight, test/test_jit.py::TestFrozenOptimizations::test_linear_transpose, test/test_jit.py::TestFrozenOptimizations::test_maxpool_mkldnn, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_fuser_broadcasting, test/test_jit.py::TestFrozenOptimizations::test_mkldnn_inplace_removal, test/test_jit.py::TestFrozenOptimizations::test_numel_less_than_size_with_padding, test/test_jit.py::TestFrozenOptimizations::test_optimize_freeze_module, test/test_jit.py::TestFrozenOptimizations::test_pool2d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_pool3d_batchnorm, test/test_jit.py::TestFrozenOptimizations::test_remove_detach, test/test_jit.py::TestFrozenOptimizations::test_remove_detach_not_applied, test/test_jit.py::TestFrozenOptimizations::test_scalar_mul, test/test_jit.py::TestMKLDNNReinplacing::test_always_alive_values, test/test_jit.py::TestMKLDNNReinplacing::test_merge_liveness, test/test_jit.py::TestMKLDNNReinplacing::test_successful, test/test_jit.py::TestMKLDNNReinplacing::test_switch_inputs_to_inplace, test/test_jit.py::TestPeephole::test_conv_dim_folding, test/test_jit.py::TestPeephole::test_integer_refinement, test/test_jit.py::TestPeephole::test_noop_peephole, test/test_jit.py::TestPeephole::test_normalized_is_op, test/test_jit.py::TestPeephole::test_normalized_isnot_op, test/test_jit.py::TestPeephole::test_normalized_rsub, test/test_jit.py::TestPeephole::test_optimize_out_comparison_same_value, test/test_jit.py::TestPeephole::test_peephole, test/test_jit.py::TestPeephole::test_peephole_add_zero, test/test_jit.py::TestPeephole::test_peephole_arith, test/test_jit.py::TestPeephole::test_peephole_cuda, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_dict_modified, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_get_input_arg, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_missing_key, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dict_getitem_simple, test/test_jit.py::TestPeephole::test_peephole_dict_len, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_keys_might_overlap, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_overlapping_keys, test/test_jit.py::TestPeephole::test_peephole_dict_len_no_optimization_unsupported_type, test/test_jit.py::TestPeephole::test_peephole_dynamic, test/test_jit.py::TestPeephole::test_peephole_int, test/test_jit.py::TestPeephole::test_peephole_len_list, test/test_jit.py::TestPeephole::test_peephole_list_len, test/test_jit.py::TestPeephole::test_peephole_list_ops, test/test_jit.py::TestPeephole::test_peephole_no_output_aliasing, test/test_jit.py::TestPeephole::test_peephole_optional_refine, test/test_jit.py::TestPeephole::test_peephole_slice_all_three_args, test/test_jit.py::TestPeephole::test_peephole_slice_one_empty_arg, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_list_modified, test/test_jit.py::TestPeephole::test_peephole_slice_optimization_not_applied_non_const_args, test/test_jit.py::TestPeephole::test_peephole_slice_two_empty_args, test/test_jit.py::TestPeephole::test_peephole_type_refinements, test/test_jit.py::TestPeephole::test_peephole_with_non_output_writes, test/test_jit.py::TestPeephole::test_peephole_with_writes, test/test_jit.py::TestPeephole::test_refine_integer_values, test/test_jit.py::TestPeephole::test_short_circuit_optimization, test/test_jit.py::TestAliasAnalysis::test_becomes_wildcard_annotations, test/test_jit.py::TestAliasAnalysis::test_multiple_compilation_units, test/test_jit.py::TestAliasAnalysis::test_nested_list_construct_not_wildcard, test/test_jit.py::TestAliasAnalysis::test_recursive_calls, test/test_jit.py::TestSaveLoad::test_different_functions, test/test_jit.py::TestSaveLoad::test_different_interfaces, test/test_jit.py::TestSaveLoad::test_different_modules, test/test_jit.py::TestSaveLoad::test_many_collisions, test/test_jit.py::TestSaveLoad::test_save_load_large_string_attribute, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors, test/test_jit.py::TestSaveLoad::test_save_load_meta_tensors_to_device, test/test_jit.py::TestSaveLoad::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoad::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoad::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoad::test_save_load_with_saved_traced_inputs, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoad::test_save_namedtuple_input_only_forwardref, test/test_jit.py::TestSaveLoad::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoad::test_save_nonexit_file, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_functions, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_interfaces, test/test_jit.py::TestSaveLoadFlatbuffer::test_different_modules, test/test_jit.py::TestSaveLoadFlatbuffer::test_many_collisions, test/test_jit.py::TestSaveLoadFlatbuffer::test_module_info_flatbuffer, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_params_buffers_submodules, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_using_pathlib, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_load_with_extra_files, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_input_only, test/test_jit.py::TestSaveLoadFlatbuffer::test_save_namedtuple_output_only, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_reciprocal, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_scalar_scalar, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_inplace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_div_tensor_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_linspace_out, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace, test/test_jit.py::TestSaveLoadForOpVersion::test_versioned_logspace_out, test/test_jit.py::TestModuleContainers::test_custom_container_forward, test/test_jit.py::TestModuleContainers::test_empty_dict_override_contains, test/test_jit.py::TestModuleContainers::test_module_inplace_construct, test/test_jit.py::TestModuleContainers::test_module_interface_special_methods, test/test_jit.py::TestModuleContainers::test_module_properties, test/test_jit.py::TestModuleContainers::test_moduledict, test/test_jit.py::TestModuleContainers::test_moduledict_getitem, test/test_jit.py::TestModuleContainers::test_moduledict_keyerror, test/test_jit.py::TestModuleContainers::test_normal_list_attribute_with_modules_error, test/test_jit.py::TestModuleContainers::test_parameterdict_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_getitem, test/test_jit.py::TestModuleContainers::test_parameterlist_script_iter, test/test_jit.py::TestModuleContainers::test_script_module_list_sequential, test/test_jit.py::TestModuleContainers::test_script_modulelist_index, test/test_jit.py::TestModuleContainers::test_sequential_intermediary_types, test/test_jit.py::TestModuleContainers::test_special_method_with_override, test/test_jit.py::TestModuleContainers::test_typed_module_dict, test/test_jit.py::TestModuleContainers::test_typed_module_list, test/test_jit.py::TestPythonBindings::test_add_input, test/test_jit.py::TestPythonBindings::test_aliasdb, test/test_jit.py::TestPythonBindings::test_canonicalize, test/test_jit.py::TestPythonBindings::test_cu_create_function, test/test_jit.py::TestPythonBindings::test_cu_get_functions, test/test_jit.py::TestPythonBindings::test_graph_create, test/test_jit.py::TestPythonBindings::test_graph_iterator_keepalive, test/test_jit.py::TestPythonBindings::test_invalidation, test/test_jit.py::TestPythonIr::test_param_strides, test/test_jit.py::TestPythonIr::test_permute_inputs_binding, test/test_jit.py::TestPythonIr::test_python_ir_utils, test/test_jit.py::TestPythonIr::test_python_ir_utils_graph, test/test_jit.py::TestFunctionalBlocks::test_subgraph_creation, test/test_jit.py::TestRemoveMutation::test_aten_inplace, test/test_jit.py::TestRemoveMutation::test_common_pytorch_list_ops, test/test_jit.py::TestRemoveMutation::test_if_output, test/test_jit.py::TestRemoveMutation::test_if_output_fail, test/test_jit.py::TestRemoveMutation::test_list_indexing_removal, test/test_jit.py::TestRemoveMutation::test_lists_append, test/test_jit.py::TestRemoveMutation::test_lists_insert, test/test_jit.py::TestRemoveMutation::test_special_mapped_op, test/test_jit.py::TestTorchbind::test_default_args, test/test_jit.py::TestTorchbind::test_hasattr, test/test_jit.py::TestTorchbind::test_lambda_as_constructor, test/test_jit.py::TestTorchbind::test_profiler_custom_op, test/test_jit.py::TestTorchbind::test_staticmethod, test/test_jit.py::TestTorchbind::test_torchbind, test/test_jit.py::TestTorchbind::test_torchbind_attr_exception, test/test_jit.py::TestTorchbind::test_torchbind_class_attr_recursive, test/test_jit.py::TestTorchbind::test_torchbind_class_attribute, test/test_jit.py::TestTorchbind::test_torchbind_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_def_property_getter_setter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_just_getter, test/test_jit.py::TestTorchbind::test_torchbind_def_property_readwrite, test/test_jit.py::TestTorchbind::test_torchbind_getattr, test/test_jit.py::TestTorchbind::test_torchbind_getstate, test/test_jit.py::TestTorchbind::test_torchbind_instantiate_missing_class, test/test_jit.py::TestTorchbind::test_torchbind_lambda_method, test/test_jit.py::TestTorchbind::test_torchbind_no_init, test/test_jit.py::TestTorchbind::test_torchbind_optional_explicit_attr, test/test_jit.py::TestTorchbind::test_torchbind_pass_wrong_type, test/test_jit.py::TestTorchbind::test_torchbind_pickle_serialization, test/test_jit.py::TestTorchbind::test_torchbind_python_deepcopy, test/test_jit.py::TestTorchbind::test_torchbind_return_instance, test/test_jit.py::TestTorchbind::test_torchbind_return_instance_from_method, test/test_jit.py::TestTorchbind::test_torchbind_return_tuple, test/test_jit.py::TestTorchbind::test_torchbind_save_load, test/test_jit.py::TestTorchbind::test_torchbind_take_as_arg, test/test_jit.py::TestTorchbind::test_torchbind_take_instance_as_method_arg, test/test_jit.py::TestTorchbind::test_torchbind_tracing, test/test_jit.py::TestTorchbind::test_torchbind_tracing_nested, test/test_jit.py::TestModuleInterface::test_freeze_module_with_inplace_mutation_in_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_interface_and_fork, test/test_jit.py::TestModuleInterface::test_freeze_module_with_mutated_interface, test/test_jit.py::TestModuleInterface::test_freeze_module_with_setattr_in_interface, test/test_jit.py::TestModuleInterface::test_module_apis_interface, test/test_jit.py::TestModuleInterface::test_module_doc_string, test/test_jit.py::TestModuleInterface::test_module_interface, test/test_jit.py::TestModuleInterface::test_module_interface_inheritance, test/test_jit.py::TestModuleInterface::test_module_interface_subtype, test/test_jit.py::TestModuleInterface::test_module_swap, test/test_jit.py::TestModuleInterface::test_module_swap_no_lazy_compile, test/test_jit.py::TestModuleInterface::test_module_swap_no_module_interface, test/test_jit.py::TestModuleInterface::test_module_swap_wrong_module, test/test_jit.py::TestModuleInterface::test_not_submodule_interface_call, test/test_jit.py::TestModuleInterface::test_script_module_as_interface_swap, test/test_jit.py::TestWith::test_with_as, test/test_jit.py::TestWith::test_with_errors, test/test_jit.py::TestWith::test_with_exceptions, test/test_jit.py::TestWith::test_with_no_as, test/test_jit.py::TestWith::test_with_no_grad, test/test_jit.py::TestWith::test_with_record_function, test/test_jit.py::TestEnum::test_closed_over_enum_constant, test/test_jit.py::TestEnum::test_enum_as_const, test/test_jit.py::TestEnum::test_enum_as_module_attribute, test/test_jit.py::TestEnum::test_enum_comp, test/test_jit.py::TestEnum::test_enum_comp_diff_classes, test/test_jit.py::TestEnum::test_enum_explicit_script, test/test_jit.py::TestEnum::test_enum_iterate, test/test_jit.py::TestEnum::test_enum_ivalue_type, test/test_jit.py::TestEnum::test_enum_module_return, test/test_jit.py::TestEnum::test_enum_name, test/test_jit.py::TestEnum::test_enum_return, test/test_jit.py::TestEnum::test_enum_value, test/test_jit.py::TestEnum::test_enum_value_types, test/test_jit.py::TestEnum::test_heterogenous_value_type_enum_error, test/test_jit.py::TestEnum::test_non_existent_enum_value, test/test_jit.py::TestEnum::test_string_enum_as_module_attribute, test/test_jit.py::TestEnum::test_typed_enum, test/test_jit.py::TestStringFormatting::test_modulo_operator, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_alternate_digit_placeholder, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_capital_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_char_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_char_placeholder_and_true_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_digit_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_double_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_exponent_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_float_placeholder_and_float_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_lowercase_exponent_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_multiple_placeholders, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_percent_in_string, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_digit_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_format_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_string_placeholder_and_string_variable, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_subscript, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_few_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_too_many_arguments, test/test_jit.py::TestStringFormatting::test_string_interpolation_with_unknown_format_specifier, test/test_jit.py::TestProfiler::test_aliasing_merge, test/test_jit.py::TestProfiler::test_autograd_fallback_graph, test/test_jit.py::TestProfiler::test_fallback_graph_not_specialized, test/test_jit.py::TestProfiler::test_iterative_fusion, test/test_jit.py::TestProfiler::test_local_fusion_strategy, test/test_jit.py::TestProfiler::test_not_fusing_scalar_ops, test/test_jit.py::TestProfiler::test_not_optimizing_property, test/test_jit.py::TestProfiler::test_specialize_backward, test/test_jit.py::TestProfiler::test_specialized_types, test/test_jit.py::TestProfiler::test_tensor_constant, test/test_jit.py::TestProfiler::test_tensor_type_not_determined_by_inputs, test/test_jit.py::TestProfiler::test_use_not_profiled, test/test_jit.py::TestSlice::test_module_list_slicing, test/test_jit.py::TestSlice::test_slice_as_variable, test/test_jit.py::TestSlice::test_slice_dynamic_index, test/test_jit.py::TestSlice::test_slice_kwarg, test/test_jit.py::TestSlice::test_slice_one_none, test/test_jit.py::TestSlice::test_slice_start_stop, test/test_jit.py::TestSlice::test_slice_start_stop_step, test/test_jit.py::TestSlice::test_slice_start_stop_with_none, test/test_jit.py::TestSlice::test_slice_stop_clipped, test/test_jit.py::TestSlice::test_slice_stop_only, test/test_jit.py::TestSlice::test_slice_stop_only_with_nones, test/test_jit.py::TestSlice::test_slice_string, test/test_jit.py::TestSlice::test_slice_tensor, test/test_jit.py::TestSlice::test_slice_tensor_multidim, test/test_jit.py::TestSlice::test_slice_tensor_multidim_with_dots, test/test_jit.py::TestSlice::test_slice_three_nones, test/test_jit.py::TestSlice::test_slice_two_nones, test/test_jit.py::TestSlice::test_tuple_slicing, test/test_jit.py::TestIgnorableArgs::test_add_out_ignorable_args, test/test_jit.py::TestIgnorableArgs::test_slice_ignorable_args_for_slice, test/test_jit.py::TestHooks::test_forward_tuple_input, test/test_jit.py::TestHooks::test_hook_compilation_hint, test/test_jit.py::TestHooks::test_hook_hook_name_collision, test/test_jit.py::TestHooks::test_hook_method_name_collision, test/test_jit.py::TestHooks::test_module_direct_forward_invocation, test/test_jit.py::TestHooks::test_module_forward_multiple_inputs, test/test_jit.py::TestHooks::test_module_forward_single_input, test/test_jit.py::TestHooks::test_module_hook_return_nothing, test/test_jit.py::TestHooks::test_module_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_module_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_module_no_forward_input, test/test_jit.py::TestHooks::test_module_same_hook_repeated, test/test_jit.py::TestHooks::test_submodule_called_directly_with_hooks, test/test_jit.py::TestHooks::test_submodule_direct_forward_invocation, test/test_jit.py::TestHooks::test_submodule_forward_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_forward_single_input, test/test_jit.py::TestHooks::test_submodule_forward_single_input_return_not_tupled, test/test_jit.py::TestHooks::test_submodule_hook_return_nothing, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_multiple_inputs, test/test_jit.py::TestHooks::test_submodule_multiple_hooks_single_input, test/test_jit.py::TestHooks::test_submodule_no_forward_input, test/test_jit.py::TestHooks::test_submodule_same_hook_repeated, test/test_jit.py::TestHooks::test_wrong_hook_signatures, test/test_jit.py::TestHooks::test_wrong_pre_hook_signatures, test/test_jit.py::TestWarn::test_warn, test/test_jit.py::TestWarn::test_warn_multiple_calls_multiple_warnings, test/test_jit.py::TestWarn::test_warn_multiple_calls_same_func_diff_stack, test/test_jit.py::TestWarn::test_warn_once_per_func, test/test_jit.py::TestWarn::test_warn_once_per_func_in_loop, test/test_jit.py::TestWarn::test_warn_only_once, test/test_jit.py::TestWarn::test_warn_only_once_in_loop_func, test/test_jit.py::TestIsinstance::test_bool, test/test_jit.py::TestIsinstance::test_dict, test/test_jit.py::TestIsinstance::test_dict_nested, test/test_jit.py::TestIsinstance::test_dict_no_contained_type, test/test_jit.py::TestIsinstance::test_dict_tensor, test/test_jit.py::TestIsinstance::test_empty_container_special_cases, test/test_jit.py::TestIsinstance::test_empty_container_throws_warning_in_eager, test/test_jit.py::TestIsinstance::test_float, test/test_jit.py::TestIsinstance::test_if_else, test/test_jit.py::TestIsinstance::test_in_if, test/test_jit.py::TestIsinstance::test_in_while_loop, test/test_jit.py::TestIsinstance::test_int, test/test_jit.py::TestIsinstance::test_list, test/test_jit.py::TestIsinstance::test_list_nested, test/test_jit.py::TestIsinstance::test_list_no_contained_type, test/test_jit.py::TestIsinstance::test_list_tensor, test/test_jit.py::TestIsinstance::test_list_tensor_type_true, test/test_jit.py::TestIsinstance::test_nontuple_container_rhs_throws_in_eager, test/test_jit.py::TestIsinstance::test_optional, test/test_jit.py::TestIsinstance::test_optional_nested, test/test_jit.py::TestIsinstance::test_optional_no_contained_type, test/test_jit.py::TestIsinstance::test_optional_none, test/test_jit.py::TestIsinstance::test_tensor_type_false, test/test_jit.py::TestIsinstance::test_tuple, test/test_jit.py::TestIsinstance::test_tuple_nested, test/test_jit.py::TestIsinstance::test_tuple_no_contained_type, test/test_jit.py::TestIsinstance::test_tuple_rhs, test/test_jit.py::TestIsinstance::test_tuple_tensor, test/test_jit.py::TestIsinstance::test_type_refinement, test/test_jit.py::TestCUDA::test__exchange_device_op, test/test_jit.py::TestCUDA::test__maybe_exchange_device_op, test/test_jit.py::TestCUDA::test_cuda_synchronize, test/test_jit.py::TestCUDA::test_current_stream, test/test_jit.py::TestCUDA::test_event_args, test/test_jit.py::TestCUDA::test_stream_args, test/test_jit.py::TestCUDA::test_streams_and_events, test/test_jit.py::TestPythonBuiltinOP::test_add, test/test_jit.py::TestPythonBuiltinOP::test_adv_indexing_list, test/test_jit.py::TestPythonBuiltinOP::test_advancedindex, test/test_jit.py::TestPythonBuiltinOP::test_gather, test/test_jit.py::TestPythonBuiltinOP::test_index, test/test_jit.py::TestPythonBuiltinOP::test_index_ellipses, test/test_jit.py::TestPythonBuiltinOP::test_inf, test/test_jit.py::TestPythonBuiltinOP::test_matmul_py3, test/test_jit.py::TestPythonBuiltinOP::test_mul, test/test_jit.py::TestPythonBuiltinOP::test_pow, test/test_jit.py::TestPythonBuiltinOP::test_random, test/test_jit.py::TestPythonBuiltinOP::test_slice, test/test_jit.py::TestPythonBuiltinOP::test_stepped_tuple_slicing, test/test_jit.py::TestPythonBuiltinOP::test_str_to_float, test/test_jit.py::TestPythonBuiltinOP::test_triple, test/test_jit.py::TestTyping::test_bool_list_io, test/test_jit.py::TestTyping::test_dict_comprehension, test/test_jit.py::TestTyping::test_dict_comprehension_scope, test/test_jit.py::TestTyping::test_dict_comprehension_with_type_annotation, test/test_jit.py::TestTyping::test_dict_in_not_in, test/test_jit.py::TestTyping::test_dict_invalid_annotations, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_key_mismatch, test/test_jit.py::TestTyping::test_dict_type_refinement_annotation_value_mismatch, test/test_jit.py::TestTyping::test_for_in_dict, test/test_jit.py::TestTyping::test_for_in_string, test/test_jit.py::TestTyping::test_for_tuple_assign, test/test_jit.py::TestTyping::test_for_tuple_unpack, test/test_jit.py::TestTyping::test_inherited_annotations_python_310, test/test_jit.py::TestTyping::test_list_io, test/test_jit.py::TestTyping::test_list_iterables, test/test_jit.py::TestTyping::test_list_sum, test/test_jit.py::TestTyping::test_list_type_refinement_annotation_element_mismatch, test/test_jit.py::TestTyping::test_list_unification, test/test_jit.py::TestTyping::test_multiple_assign, test/test_jit.py::TestTyping::test_namedtuple_error_source_attribution, test/test_jit.py::TestTyping::test_namedtuple_good_error, test/test_jit.py::TestTyping::test_namedtuple_py2, test/test_jit.py::TestTyping::test_namedtuple_redefine, test/test_jit.py::TestTyping::test_nested_list, test/test_jit.py::TestTyping::test_opt_opt_refinement, test/test_jit.py::TestTyping::test_optional_conversion, test/test_jit.py::TestTyping::test_optional_refinement, test/test_jit.py::TestTyping::test_optional_tuple, test/test_jit.py::TestTyping::test_singleton_tuple_unpack, test/test_jit.py::TestTyping::test_sum_list_diff_elms, test/test_jit.py::TestTyping::test_sum_list_empty, test/test_jit.py::TestTyping::test_sum_list_literal, test/test_jit.py::TestTyping::test_sum_list_one, test/test_jit.py::TestTyping::test_sum_list_wrong_type, test/test_jit.py::TestTyping::test_tuple_assignments, test/test_jit.py::TestTyping::test_tuple_create_return, test/test_jit.py::TestTyping::test_tuple_io, test/test_jit.py::TestTyping::test_tuple_keyword, test/test_jit.py::TestTyping::test_tuple_specialization, test/test_jit.py::TestHash::test_hash_bool, test/test_jit.py::TestHash::test_hash_device, test/test_jit.py::TestHash::test_hash_float, test/test_jit.py::TestHash::test_hash_int, test/test_jit.py::TestHash::test_hash_none, test/test_jit.py::TestHash::test_hash_string, test/test_jit.py::TestHash::test_hash_tensor, test/test_jit.py::TestHash::test_hash_tuple, test/test_jit.py::TestHash::test_hash_tuple_nested_unhashable_type, test/test_jit.py::TestComplex::test_binary_op_complex_tensor, test/test_jit.py::TestComplex::test_comparison_ops, test/test_jit.py::TestComplex::test_complex_constants_and_ops, test/test_jit.py::TestComplex::test_complex_constructor, test/test_jit.py::TestComplex::test_complex_list_sum, test/test_jit.py::TestComplex::test_complex_parse, test/test_jit.py::TestComplex::test_complexdict, test/test_jit.py::TestComplex::test_complexlist, test/test_jit.py::TestComplex::test_div, test/test_jit.py::TestComplex::test_infj_nanj_pickle, test/test_jit.py::TestComplex::test_pickle, test/test_jit.py::TestComplex::test_script, test/test_jit.py::TestComplex::test_tensor_attributes, test/test_jit.py::TestComplex::test_torch_complex_constructor_with_tensor, test/test_jit.py::TestJitUtils::test_checkscriptassertraisesregex, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_hybrid, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_keyword_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_only, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_positional_or_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_keyword, test/test_jit.py::TestJitUtils::test_get_callable_argument_names_var_positional, test/test_jit.py::TestJitUtils::test_no_tracer_warn_context_manager, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_and_init_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_annotation_only, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_class_level_jit_annotation, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_empty_tensor, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_falsy_base_type, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_nonempty_container, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_attribute, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_dict_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_list_lowercase, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_jit_empty_optional, test/test_jit.py::TestScriptModuleInstanceAttributeTypeAnnotation::test_annotated_with_torch_jit_import, test/test_jit.py::TestTypesAndAnnotation::test_annotate_outside_init, test/test_jit.py::TestTypesAndAnnotation::test_bad_types, test/test_jit.py::TestTypesAndAnnotation::test_ignore_with_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_fn_with_nonscriptable_types, test/test_jit.py::TestTypesAndAnnotation::test_ignoring_module_attributes, test/test_jit.py::TestTypesAndAnnotation::test_inferred_type_error_message, test/test_jit.py::TestTypesAndAnnotation::test_mismatched_annotation, test/test_jit.py::TestTypesAndAnnotation::test_optional_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_parser_bug, test/test_jit.py::TestTypesAndAnnotation::test_pep585_type, test/test_jit.py::TestTypesAndAnnotation::test_python_callable, test/test_jit.py::TestTypesAndAnnotation::test_reannotate, test/test_jit.py::TestTypesAndAnnotation::test_tuple_no_element_type_annotation, test/test_jit.py::TestTypesAndAnnotation::test_type_annotate_py3, test/test_jit.py::TestTypesAndAnnotation::test_types_as_values, test/test_jit.py::TestTypesAndAnnotation::test_unimported_type_resolution, test/test_jit.py::TestMisc::test_broadcasting_list, test/test_jit.py::TestMisc::test_export_opnames_interface, test/test_jit.py::TestMisc::test_future_isinstance, test/test_jit.py::TestMisc::test_hacked_twin, test/test_jit.py::TestMisc::test_if_returning_any, test/test_jit.py::TestMisc::test_jit_get_operation_order, test/test_jit.py::TestMisc::test_joined_str, test/test_jit.py::TestMisc::test_kwarg_support, test/test_jit.py::TestMisc::test_legacy_tensor_constructor, test/test_jit.py::TestMisc::test_list_literal_infer, test/test_jit.py::TestMisc::test_math_inf, test/test_jit.py::TestMisc::test_parse_ir_annotate, test/test_jit.py::TestMisc::test_parse_ir_bool_false, test/test_jit.py::TestMisc::test_parse_ir_bool_true, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_negative, test/test_jit.py::TestMisc::test_parse_ir_single_element_tensor_positive, test/test_jit.py::TestMisc::test_parse_ir_single_inf, test/test_jit.py::TestMisc::test_parse_ir_single_minus_inf, test/test_jit.py::TestMisc::test_pow_multiple_dtype, test/test_jit.py::TestMisc::test_script_many_decorators, test/test_jit.py::TestMisc::test_str_refine_any, test/test_jit.py::TestMisc::test_subexpression_Dict_int_Future, test/test_jit.py::TestMisc::test_subexpression_Future_annotate, test/test_jit.py::TestMisc::test_subexpression_List_Future, test/test_jit.py::TestMisc::test_subexpression_Optional, test/test_jit.py::TestMisc::test_subexpression_Tuple_int_int_Future, test/test_jit.py::TestMisc::test_tuple_subscripted_assign, test/test_jit.py::TestMisc::test_unsafe_hacked_twin, test/test_jit.py::TestUpgraders::test_add_value_to_version_map, test/test_jit.py::TestUpgraders::test_aten_div_scalar_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_at_3, test/test_jit.py::TestUpgraders::test_aten_div_tensor_out_at_3, test/test_jit.py::TestUpgraders::test_aten_full_at_4, test/test_jit.py::TestUpgraders::test_aten_full_other_variants, test/test_jit.py::TestUpgraders::test_aten_full_out_at_4, test/test_jit.py::TestUpgraders::test_aten_linspace, test/test_jit.py::TestUpgraders::test_aten_linspace_out, test/test_jit.py::TestUpgraders::test_aten_logspace, test/test_jit.py::TestUpgraders::test_aten_logspace_out, test/test_jit.py::TestUpgraders::test_aten_test_serialization, test/test_jit.py::TestUpgraders::test_populated_test_upgrader_graph, test/test_jit.py::TestUpgraders::test_populated_upgrader_graph, test/test_jit.py::TestTensorCreationOps::test_randperm_default_dtype, test/test_jit.py::TestTensorCreationOps::test_randperm_specifed_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_tril_indices_specified_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_default_dtype, test/test_jit.py::TestTensorCreationOps::test_triu_indices_specified_dtype, test/test_jit.py::TestModuleAPIs::test_customized_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_default_state_dict_methods, test/test_jit.py::TestModuleAPIs::test_submodule_customized_state_dict_methods, test/test_jit.py::TestScriptProfile::test_basic, test/test_jit.py::TestScriptProfile::test_empty, test/test_jit.py::TestScriptProfile::test_multi, test/test_jit.py::TestScriptProfile::test_script, test/test_jit.py::TestScriptProfile::test_section, test/test_jit.py::TestFunctionalToInplaceActivation::test_check_no_type_promotion, test/test_jit.py::TestFunctionalToInplaceActivation::test_functional_to_inplace_activation, test/test_jit.py::TestFunctionalToInplaceActivation::test_no_functional_to_inplace, test/test_jit.py::TestFunctionalToInplaceActivation::test_resnet18_correctness, test/test_jit.py::TestInplaceToFunctionalActivation::test_inplace_to_functional_activation, test/test_jit.py::TestInplaceToFunctionalActivation::test_resnet18_correctness, test/test_jit.py::TestParametrization::test_scriptable, test/test_jit.py::TestParametrization::test_traceable, test/test_jit.py::TestGetDefaultAttr::test_getattr_named_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_tuple, test/test_jit.py::TestGetDefaultAttr::test_getattr_with_default, test/test_jit.py::TestAtenPow::test_aten_pow_zero_negative_exponent, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_1, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_2, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_3, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_fuse_activation_with_pack_ops_linear_conv2d_4, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_before_inline_and_conv_2d_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_insert_pre_packed_linear_op, test/test_jit.py::TestOptimizeForMobilePreserveDebugInfo::test_replace_conv1d_with_conv2d, test/test_jit.py::TestUnion::test_check_union_annotation, test/test_jit.py::TestUnion::test_union_T_None_is_equivalent_to_optional_T, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored, test/test_jit.py::TestUnion::test_union_argument_order_is_ignored_container, test/test_jit.py::TestUnion::test_union_as_annotation, test/test_jit.py::TestUnion::test_union_as_annotation_in_typed_container, test/test_jit.py::TestUnion::test_union_as_annotation_py2, test/test_jit.py::TestUnion::test_union_as_dict_key, test/test_jit.py::TestUnion::test_union_as_dict_value, test/test_jit.py::TestUnion::test_union_as_internal_tuple_type, test/test_jit.py::TestUnion::test_union_branching_does_not_autoinfer_undeclared_union, test/test_jit.py::TestUnion::test_union_branching_does_not_widen_existing_inferred_type, test/test_jit.py::TestUnion::test_union_branching_with_union_return_and_homogenous_types, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type_empty_container, test/test_jit.py::TestUnion::test_union_does_not_replace_existing_annotated_type_union, test/test_jit.py::TestUnion::test_union_in_class_constructor, test/test_jit.py::TestUnion::test_union_memory_aliasing, test/test_jit.py::TestUnion::test_union_module_with_union_class_variable, test/test_jit.py::TestUnion::test_union_module_with_union_instance_variable, test/test_jit.py::TestUnion::test_union_optional_of_union_is_flattened, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_container, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_optional, test/test_jit.py::TestUnion::test_union_redundant_arguments_are_skipped_subtyping, test/test_jit.py::TestUnion::test_union_return_type, test/test_jit.py::TestUnion::test_union_schema_matching_on_internal_type, test/test_jit.py::TestUnion::test_union_serialization_preserves_type_annotations, test/test_jit.py::TestUnion::test_union_subclasses_larger_union, test/test_jit.py::TestUnion::test_union_subtractive_refinement, test/test_jit.py::TestUnion::test_union_subtractive_refinement_with_container, test/test_jit.py::TestUnion::test_union_type_refinement, test/test_jit.py::TestUnion::test_union_type_refinement_internal_declaration, test/test_jit.py::TestUnion::test_union_type_refinement_partial_static_refinement_tuple_rhs, test/test_jit.py::TestUnion::test_union_type_refinement_partial_static_refinement_union_rhs, test/test_jit.py::TestUnion::test_union_type_refinement_statically_false, test/test_jit.py::TestUnion::test_union_type_refinement_statically_true, test/test_jit.py::TestUnion::test_union_type_refinement_tuple_rhs, test/test_jit.py::TestUnion::test_union_type_refinement_tuple_rhs_noncontained_type, test/test_jit.py::TestUnion::test_union_type_refinement_tuple_rhs_union, test/test_jit.py::TestUnion::test_union_type_refinement_union_rhs, test/test_jit.py::TestUnion::test_union_variable_can_be_reassigned, test/test_jit.py::TestUnion::test_union_with_collections, test/test_jit.py::TestUnion::test_union_with_dict_assignment, test/test_jit.py::TestUnion::test_union_with_enum, test/test_jit.py::TestUnion::test_union_with_list_assignment, test/test_jit.py::TestUnion::test_union_with_scalar_values, test/test_jit.py::TestUnion::test_unions_of_a_single_argument_vanish, test/test_jit.py::TestUnion::test_unions_of_unions_are_flattened, test/test_jit.py::TestBatchMM::test_batch_mm_no_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_permitted_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation_if_node, test/test_jit.py::TestBatchMM::test_batch_mm_prohibited_mutation_multiple_adds, test/test_jit.py::TestBatchMM::test_batch_mm_side_permitted_mutation, test/test_jit.py::TestBatchMM::test_batch_mm_side_prohibited_mutation_common_side, test/test_jit.py::TestBatchMM::test_batch_mm_side_prohibited_mutation_uncommon_side, test/test_jit.py::TestDtypeAnalysis::test_binary_scalar, test/test_jit.py::TestDtypeAnalysis::test_binary_tensors, test/test_jit.py::TestDtypeAnalysis::test_combined, test/test_jit.py::TestDtypeAnalysis::test_conv_no_mixed_args, test/test_jit.py::TestDtypeAnalysis::test_custom_rules, test/test_jit.py::TestDtypeAnalysis::test_unary, test/test_jit.py::TestDeviceAnalysis::test_custom_device_op, test/test_jit.py::TestDeviceAnalysis::test_device_apply, test/test_jit.py::TestDeviceAnalysis::test_device_arg, test/test_jit.py::TestDeviceAnalysis::test_device_if_propagation, test/test_jit.py::TestDeviceAnalysis::test_if_loop_mix, test/test_jit.py::TestDeviceAnalysis::test_loop_device_change, test/test_jit.py::TestDeviceAnalysis::test_loop_simple, test/test_jit.py::TestDeviceAnalysis::test_mobilenet, test/test_jit.py::TestDeviceAnalysis::test_nested_loops, test/test_jit.py::TestDeviceAnalysis::test_set_dtype, test/test_jit.py::TestDeviceAnalysis::test_simple, test/test_jit.py::TestDeviceAnalysis::test_tensor_as_fns, test/test_jit.py::TestDeviceAnalysis::test_while_change, test/test_jit.py::TestDeviceAnalysis::test_zerodim_cpu, test/test_jit.py::TestDeviceAnalysis::test_zerodim_gpu, test/test_jit.py::TestDeviceAnalysis::test_zerodim_no_device, test/test_jit.py::TestDCE::test_mutated_loop, test/test_jit.py::TestDCE::test_mutated_simple, test/test_jit.py::TestDCE::test_setattr_no_aliasdb, test/test_jit.py::TestDCE::test_setattr_removed, test/test_jit.py::TestSparse::test_freeze_sparse_coo, test/test_jit.py::TestSparse::test_freeze_sparse_csr, test/test_jit.py::TestSparse::test_serialize_sparse_coo, test/test_jit.py::TestSparse::test_serialize_sparse_csr, test/test_jit.py::TestTensorMethods::test_getitem, test/test_jit.py::TestTensorMethods::test_getitem_invalid, test/test_jit.py::TestDataclasses::test__post_init__, test/test_jit.py::TestDataclasses::test_comparators, test/test_jit.py::TestDataclasses::test_custom__eq__, test/test_jit.py::TestDataclasses::test_default_factories, test/test_jit.py::TestDataclasses::test_init_vars, test/test_jit.py::TestDataclasses::test_no_source, test/test_jit.py::TestDataclasses::test_use_unregistered_dataclass_raises, test/test_jit.py::TestGenerator::test_default_generator, test/test_jit.py::TestGenerator::test_generator_arg, test/test_jit.py::TestGenerator::test_save_load, test/test_jit.py::TestGenerator::test_script, test/test_jit.py::TestGenerator::test_trace, test/test_jit.py::TestJitProfiler::test_profiler, test/test_jit.py::TestJit::test_ModuleList, test/test_jit.py::TestJit::test_Sequential, test/test_jit.py::TestJit::test_T_mT_H_mH, test/test_jit.py::TestJit::test_add_relu_fusion, test/test_jit.py::TestJit::test_arg_configurations, test/test_jit.py::TestJit::test_attrs, test/test_jit.py::TestJit::test_batchnorm, test/test_jit.py::TestJit::test_big, test/test_jit.py::TestJit::test_conj_transpose, test/test_jit.py::TestJit::test_constant_insertion, test/test_jit.py::TestJit::test_constant_prop_aliasing_type, test/test_jit.py::TestJit::test_constant_prop_exception, test/test_jit.py::TestJit::test_constant_prop_if_constant, test/test_jit.py::TestJit::test_constant_prop_if_inline, test/test_jit.py::TestJit::test_constant_prop_loop_constant, test/test_jit.py::TestJit::test_constant_prop_nested, test/test_jit.py::TestJit::test_constant_prop_none, test/test_jit.py::TestJit::test_constant_prop_print, test/test_jit.py::TestJit::test_constant_prop_rand, test/test_jit.py::TestJit::test_constant_prop_remove_output, test/test_jit.py::TestJit::test_constant_prop_simple, test/test_jit.py::TestJit::test_constants_pkl, test/test_jit.py::TestJit::test_cpp, test/test_jit.py::TestJit::test_cse, test/test_jit.py::TestJit::test_cse_not_introduce_aliasing, test/test_jit.py::TestJit::test_cu_escaped_number, test/test_jit.py::TestJit::test_cuda_export_restore, test/test_jit.py::TestJit::test_debug_flush_compilation_cache, test/test_jit.py::TestJit::test_decompose_addmm, test/test_jit.py::TestJit::test_device_not_equal, test/test_jit.py::TestJit::test_diff_subgraph_clones_constants, test/test_jit.py::TestJit::test_disabled, test/test_jit.py::TestJit::test_dropout, test/test_jit.py::TestJit::test_dropout_cuda, test/test_jit.py::TestJit::test_dropout_func_requires_grad, test/test_jit.py::TestJit::test_dropout_module_requires_grad, test/test_jit.py::TestJit::test_einsum, test/test_jit.py::TestJit::test_element_size, test/test_jit.py::TestJit::test_expand_fold_quant_inputs, test/test_jit.py::TestJit::test_expand_quantlint, test/test_jit.py::TestJit::test_export_batchnorm, test/test_jit.py::TestJit::test_export_dropout, test/test_jit.py::TestJit::test_export_lstm, test/test_jit.py::TestJit::test_export_opnames, test/test_jit.py::TestJit::test_export_rnn, test/test_jit.py::TestJit::test_flags, test/test_jit.py::TestJit::test_function_default_values, test/test_jit.py::TestJit::test_hide_source_ranges_context_manager, test/test_jit.py::TestJit::test_import_method, test/test_jit.py::TestJit::test_inferred_as_tensor, test/test_jit.py::TestJit::test_layout, test/test_jit.py::TestJit::test_matrix_conj_transpose, test/test_jit.py::TestJit::test_matrix_transpose, test/test_jit.py::TestJit::test_module_default_values, test/test_jit.py::TestJit::test_mutable_default_values, test/test_jit.py::TestJit::test_native_dropout_corner_case, test/test_jit.py::TestJit::test_nn_conv, test/test_jit.py::TestJit::test_nn_lp_pool1d, test/test_jit.py::TestJit::test_nn_lp_pool2d, test/test_jit.py::TestJit::test_nn_padding, test/test_jit.py::TestJit::test_nn_padding_functional, test/test_jit.py::TestJit::test_no_erroneous_warnings, test/test_jit.py::TestJit::test_non_ascii_string, test/test_jit.py::TestJit::test_numel, test/test_jit.py::TestJit::test_pattern_based_module_rewrite, test/test_jit.py::TestJit::test_pattern_based_rewrite, test/test_jit.py::TestJit::test_pattern_based_rewrite_with_source_range_preserved, test/test_jit.py::TestJit::test_peephole_optimize_shape_ops, test/test_jit.py::TestJit::test_pretty_printer, test/test_jit.py::TestJit::test_print_classes_module, test/test_jit.py::TestJit::test_print_op_module, test/test_jit.py::TestJit::test_print_torch_ops_modules, test/test_jit.py::TestJit::test_python_bindings, test/test_jit.py::TestJit::test_python_ir, test/test_jit.py::TestJit::test_python_ivalue, test/test_jit.py::TestJit::test_pytorch_jit_env_off, test/test_jit.py::TestJit::test_recursive_cse, test/test_jit.py::TestJit::test_repeat_interleave_script, test/test_jit.py::TestJit::test_restore_device, test/test_jit.py::TestJit::test_restore_device_cuda, test/test_jit.py::TestJit::test_restore_shared_storage_on_cuda, test/test_jit.py::TestJit::test_script_autograd_grad, test/test_jit.py::TestJit::test_script_backward, test/test_jit.py::TestJit::test_script_backward_twice, test/test_jit.py::TestJit::test_script_bool_literal_conversion, test/test_jit.py::TestJit::test_script_fn_pkl, test/test_jit.py::TestJit::test_script_fn_valid_name, test/test_jit.py::TestJit::test_script_tensor_type, test/test_jit.py::TestJit::test_shape_analysis_broadcast, test/test_jit.py::TestJit::test_shape_analysis_masked_select, test/test_jit.py::TestJit::test_shape_analysis_unsqueeze_in_loop, test/test_jit.py::TestJit::test_sparse_csr_tensors, test/test_jit.py::TestJit::test_sparse_tensors, test/test_jit.py::TestJit::test_torch_complex, test/test_jit.py::TestJit::test_torch_load_error, test/test_jit.py::TestJit::test_torch_load_zipfile_check, test/test_jit.py::TestJit::test_torch_ops_kwonly, test/test_jit.py::TestJit::test_torch_ops_overloaded, test/test_jit.py::TestJit::test_torch_sum, test/test_jit.py::TestJit::test_trace_retains_train, test/test_jit.py::TestJit::test_train_eval, test/test_jit.py::TestJit::test_transpose, test/test_jit.py::TestJit::test_unchecked_cast, test/test_jit.py::TestJit::test_unique_state_dict, test/test_jit.py::TestJit::test_verify, test/test_jit.py::TestJit::test_warnings, test/test_jit.py::TestFrontend::test_dictionary_as_example_inputs_for_jit_trace, test/test_jit.py::TestFrontend::test_instancing_error, test/test_jit.py::TestScript::test_add_out, test/test_jit.py::TestScript::test_add_tuple_different_types, test/test_jit.py::TestScript::test_add_tuple_non_optional, test/test_jit.py::TestScript::test_add_tuple_optional, test/test_jit.py::TestScript::test_add_tuple_same_types, test/test_jit.py::TestScript::test_addmm_grad, test/test_jit.py::TestScript::test_alias_covariant_type_containers, test/test_jit.py::TestScript::test_all, test/test_jit.py::TestScript::test_annot_ast_mypy_fn, test/test_jit.py::TestScript::test_annot_ast_mypy_method, test/test_jit.py::TestScript::test_annot_ast_py3_fn, test/test_jit.py::TestScript::test_annot_ast_py3_method, test/test_jit.py::TestScript::test_annot_string_mypy_fn, test/test_jit.py::TestScript::test_annot_string_mypy_method, test/test_jit.py::TestScript::test_annot_string_py3_fn, test/test_jit.py::TestScript::test_annot_string_py3_method, test/test_jit.py::TestScript::test_annotated_script_fn, test/test_jit.py::TestScript::test_annotated_script_fn_arg_mismatch, test/test_jit.py::TestScript::test_annotated_script_fn_return_mismatch, test/test_jit.py::TestScript::test_annotated_script_method, test/test_jit.py::TestScript::test_annoying_doubles, test/test_jit.py::TestScript::test_any, test/test_jit.py::TestScript::test_assert_is_scripting_metacompile, test/test_jit.py::TestScript::test_assertion_optional_refinement, test/test_jit.py::TestScript::test_attr_module_constants, test/test_jit.py::TestScript::test_attr_qscheme_script, test/test_jit.py::TestScript::test_attribute_in_init, test/test_jit.py::TestScript::test_attribute_serialization, test/test_jit.py::TestScript::test_attribute_unpickling, test/test_jit.py::TestScript::test_augmented_assign, test/test_jit.py::TestScript::test_autodiff_complex, test/test_jit.py::TestScript::test_backend_cudnn_enabled, test/test_jit.py::TestScript::test_bad_multiline_annotations, test/test_jit.py::TestScript::test_bailout_loop_carried_deps_name_clash, test/test_jit.py::TestScript::test_bailout_loop_counter_transition, test/test_jit.py::TestScript::test_batch_norm_inference_backward_cuda, test/test_jit.py::TestScript::test_batchnorm_fuser_cpu, test/test_jit.py::TestScript::test_big_float_literals, test/test_jit.py::TestScript::test_big_int_literals, test/test_jit.py::TestScript::test_binary_op_shape, test/test_jit.py::TestScript::test_bitwise_ops, test/test_jit.py::TestScript::test_block_input_grad_in_loop, test/test_jit.py::TestScript::test_bool_augassign_bitwise_and, test/test_jit.py::TestScript::test_bool_augassign_bitwise_or, test/test_jit.py::TestScript::test_bool_augassign_bitwise_xor, test/test_jit.py::TestScript::test_bool_dispatch, test/test_jit.py::TestScript::test_boolean_literal_constant_metacompile, test/test_jit.py::TestScript::test_break_continue_error, test/test_jit.py::TestScript::test_breaks_continues, test/test_jit.py::TestScript::test_builtin_args, test/test_jit.py::TestScript::test_builtin_args_fails, test/test_jit.py::TestScript::test_builtin_function_attributes, test/test_jit.py::TestScript::test_builtin_use_as_value, test/test_jit.py::TestScript::test_call_ge, test/test_jit.py::TestScript::test_call_python_fn_from_script_fn, test/test_jit.py::TestScript::test_call_python_fn_from_script_module, test/test_jit.py::TestScript::test_call_python_fn_from_traced_module, test/test_jit.py::TestScript::test_call_python_fn_from_tracing_fn, test/test_jit.py::TestScript::test_call_python_mod_from_script_fn, test/test_jit.py::TestScript::test_call_python_mod_from_script_module, test/test_jit.py::TestScript::test_call_python_mod_from_traced_module, test/test_jit.py::TestScript::test_call_python_mod_from_tracing_fn, test/test_jit.py::TestScript::test_call_script_fn_from_script_fn, test/test_jit.py::TestScript::test_call_script_fn_from_script_module, test/test_jit.py::TestScript::test_call_script_fn_from_tracing_fn, test/test_jit.py::TestScript::test_call_script_mod_from_script_fn, test/test_jit.py::TestScript::test_call_script_mod_from_script_module, test/test_jit.py::TestScript::test_call_script_mod_from_tracing_fn, test/test_jit.py::TestScript::test_call_traced_fn_from_tracing_fn, test/test_jit.py::TestScript::test_call_traced_mod_from_tracing_fn, test/test_jit.py::TestScript::test_calls_in_type_annotations, test/test_jit.py::TestScript::test_canonicalize_control_outputs, test/test_jit.py::TestScript::test_cast, test/test_jit.py::TestScript::test_cat, test/test_jit.py::TestScript::test_cat_lifts, test/test_jit.py::TestScript::test_chr, test/test_jit.py::TestScript::test_circular_dependency, test/test_jit.py::TestScript::test_class_as_attribute, test/test_jit.py::TestScript::test_class_attribute, test/test_jit.py::TestScript::test_class_attribute_in_script, test/test_jit.py::TestScript::test_class_with_comment_at_lower_indentation, test/test_jit.py::TestScript::test_code_with_constants, test/test_jit.py::TestScript::test_code_with_constants_restore, test/test_jit.py::TestScript::test_comment_ignore_indent, test/test_jit.py::TestScript::test_compare_two_bool_inputs, test/test_jit.py::TestScript::test_compile_module_with_constant, test/test_jit.py::TestScript::test_conditional_casting, test/test_jit.py::TestScript::test_constant_as_attr, test/test_jit.py::TestScript::test_constant_pooling_introduce_aliasing, test/test_jit.py::TestScript::test_constant_pooling_none, test/test_jit.py::TestScript::test_constant_pooling_same_identity, test/test_jit.py::TestScript::test_context_manager, test/test_jit.py::TestScript::test_conv_error, test/test_jit.py::TestScript::test_convert_base, test/test_jit.py::TestScript::test_cpp_function_tensor_str, test/test_jit.py::TestScript::test_cpp_module_iterator, test/test_jit.py::TestScript::test_desugar_module, test/test_jit.py::TestScript::test_device_kwarg, test/test_jit.py::TestScript::test_device_type, test/test_jit.py::TestScript::test_device_type_cuda, test/test_jit.py::TestScript::test_dict_str, test/test_jit.py::TestScript::test_dir, test/test_jit.py::TestScript::test_divmod, 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test/test_jit.py::TestScript::test_static_method_on_module, test/test_jit.py::TestScript::test_static_methods, test/test_jit.py::TestScript::test_str_cast, test/test_jit.py::TestScript::test_string_cu, test/test_jit.py::TestScript::test_string_device_implicit_conversion, test/test_jit.py::TestScript::test_string_frontend_elif, test/test_jit.py::TestScript::test_string_index, test/test_jit.py::TestScript::test_string_len, test/test_jit.py::TestScript::test_string_list, test/test_jit.py::TestScript::test_string_new_line, test/test_jit.py::TestScript::test_string_ops, test/test_jit.py::TestScript::test_string_print, test/test_jit.py::TestScript::test_string_single_escape, test/test_jit.py::TestScript::test_string_slicing, test/test_jit.py::TestScript::test_string_sort, test/test_jit.py::TestScript::test_string_sorted, test/test_jit.py::TestScript::test_submodule_attribute_serialization, test/test_jit.py::TestScript::test_submodule_twice, test/test_jit.py::TestScript::test_sum, 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test/test_jit.py::TestScript::test_unicode_comments, test/test_jit.py::TestScript::test_uninitialized, test/test_jit.py::TestScript::test_union_to_number, test/test_jit.py::TestScript::test_unknown_builtin, test/test_jit.py::TestScript::test_unmatched_type_annotation, test/test_jit.py::TestScript::test_unspecialized_any_binding, test/test_jit.py::TestScript::test_unsqueeze_guard_elimination, test/test_jit.py::TestScript::test_unsupported_builtin_error, test/test_jit.py::TestScript::test_unused_decorator, test/test_jit.py::TestScript::test_unwrap_optional_builtin, test/test_jit.py::TestScript::test_var_aug_assign, test/test_jit.py::TestScript::test_vararg_zeros, test/test_jit.py::TestScript::test_view_listconstruct_shape_prop, test/test_jit.py::TestScript::test_view_shape_prop, test/test_jit.py::TestScript::test_view_write, test/test_jit.py::TestScript::test_weak_cuda, test/test_jit.py::TestScript::test_where, test/test_jit.py::TestScript::test_where_method, 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test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_no_reduce_scalar_log_target, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_log_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_KLDivLoss_with_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_L1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_LSTMCell, test/test_jit.py::TestJitGeneratedModule::test_nn_LayerNorm_3d_no_affine_large_feature, 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test/test_jit.py::TestJitGeneratedModule::test_nn_Mish_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_0d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiLabelSoftMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_1d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_margin_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_p_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiMarginLoss_weights_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_MultiheadAttention, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss2d_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLossNd_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index, test/test_jit.py::TestJitGeneratedModule::test_nn_NLLLoss_no_reduce_weights_ignore_index_neg, test/test_jit.py::TestJitGeneratedModule::test_nn_PReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_lhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_broadcast_rhs, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_PairwiseDistance_with_non_default_args, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelShuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PixelUnshuffle, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_PoissonNLLLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_RNNCell, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down, test/test_jit.py::TestJitGeneratedModule::test_nn_RReLU_with_up_down_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU6_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_complex, test/test_jit.py::TestJitGeneratedModule::test_nn_ReplicationPad3d_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SELU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SiLU_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Sigmoid_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_no_reduce_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_SmoothL1Loss_zero_beta, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_SoftMarginLoss_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_Softplus_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Softsign_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanh_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Tanhshrink_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Threshold_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerDecoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_gelu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_TransformerEncoderLayer_relu_activation, test/test_jit.py::TestJitGeneratedModule::test_nn_Transformer_multilayer_coder, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_mean, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_none, test/test_jit.py::TestJitGeneratedModule::test_nn_TripletMarginLoss_no_batch_dim_sum, test/test_jit.py::TestJitGeneratedModule::test_nn_Unflatten_no_batch_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold, test/test_jit.py::TestJitGeneratedModule::test_nn_Unfold_int_input, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bicubic_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_shared_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_scale_tuple_skewed_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_bilinear_tuple_2d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_scale_1d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_linear_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_1d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_launch_configs, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_2d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_1d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_2d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_nearest_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_3d_zero_dim, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_scale_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d, test/test_jit.py::TestJitGeneratedModule::test_nn_interpolate_trilinear_tuple_3d_align_corners, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_log_softmax_spatial_special, test/test_jit.py::TestJitGeneratedModule::test_nn_multimarginloss_1d_input_0d_target_no_reduce, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim0, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_dim3, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_functional_scalar, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_lastdim_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_dtype, test/test_jit.py::TestJitGeneratedModule::test_nn_softmax_spatial_special, test/test_jit.py::TestProducerVersion::test_version 2025-12-04T13:12:04.8237630Z 2025-12-04T13:12:04.8237810Z Finished test_jit 1/1 ... [2025-12-04 13:12:04.750204][16461.680255911], took 1.51min 2025-12-04T13:12:04.8238423Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_jit/test_jit-a84904a5cc49f5cb.xml 2025-12-04T13:12:04.8872362Z Running torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2025-12-04 13:12:04.886981][16461.817037515] 2025-12-04T13:12:04.8872894Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:04.8875486Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/linalg/test_linalg.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:04.887283] 2025-12-04T13:12:14.7674317Z 2025-12-04T13:12:14.7675986Z torch_np/numpy_tests/linalg/test_linalg 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.linalg.test_linalg_1.1_e93306db60c751f4_.log 2025-12-04T13:12:14.7747341Z Running 268 items in this shard: test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_0_size_k, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSolve::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestInv::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEigvals::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_0_size, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestEig::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_empty_identity, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_generalized_empty_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_generalized_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_sq_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVD::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_generalized_empty_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_generalized_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_herm_cases, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestSVDHermitian::test_types_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCond::test_basic_nonsvd, 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test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape2_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape3_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestCholesky::test_basic_property_shape4_dtype3, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_byteorder_check, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_generalized_raise_multiloop, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_sdot_bug_8577, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc::test_xerbla_override, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_dynamic_programming_optimization, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_three_arguments, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_basic_function_with_two_arguments, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_dynamic_programming_logic, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_dynamic_programming_optimization_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_three_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_too_few_input_arrays, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_two_arguments_and_out, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_and_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_first_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMultiDot::test_vector_as_last_argument, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_non_square_handling_arr1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_-2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_ind_limit_ind_0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_result, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape0_ind_2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorinv::test_tensorinv_shape_shape1_ind_1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a0_axes0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_non_square_handling_a1_axes1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape0, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape1, test/torch_np/numpy_tests/linalg/test_linalg.py::TestTensorsolve::test_tensorsolve_result_shape2, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_dot, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_blas64_geqrf_lwork_smoketest, test/torch_np/numpy_tests/linalg/test_linalg.py::TestMisc2::test_unsupported_commontype 2025-12-04T13:12:14.7811046Z 2025-12-04T13:12:14.7811320Z Finished torch_np/numpy_tests/linalg/test_linalg 1/1 ... [2025-12-04 13:12:14.767708][16471.697760781], took 0.16min 2025-12-04T13:12:14.7819958Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.linalg.test_linalg/torch_np.numpy_tests.linalg.test_linalg-c2099206b7563cf0.xml 2025-12-04T13:12:14.8728655Z Running torch_np/numpy_tests/core/test_dtype 1/1 ... [2025-12-04 13:12:14.872626][16471.802683195] 2025-12-04T13:12:14.8729125Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:14.8731921Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_dtype.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:14.872927] 2025-12-04T13:12:18.3933308Z 2025-12-04T13:12:18.3934665Z torch_np/numpy_tests/core/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_543493c41399cfcd_.log 2025-12-04T13:12:18.3965245Z Running 102 items in this shard: test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_equivalent_dtype_hashing, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_invalid_types, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bool, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Bytes0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Complex64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Datetime64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float128, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Float64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Int8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Object0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Str0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Timedelta64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt16, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_UInt8, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint32, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Uint64, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_numeric_style_types_are_invalid_dtype_Void0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_comparison_operation3, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_richcompare_invalid_dtype_equality, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestBuiltin::test_run_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_non_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestDtypeAttributeDeletion::test_dtype_writable_attributes_deletion, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_builtin_t4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_DType11, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_bool__10, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex128_4, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_complex64_3, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float16_0, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float32_1, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_float64_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int16_7, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int32_8, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int64_9, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_int8_6, test/torch_np/numpy_tests/core/test_dtype.py::TestPickling::test_pickle_types_uint8_5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_complex64_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float16_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_float32_complex64_None, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_4294967295_expected1_expected_weak1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_other_value_based_other_65535_expected0_expected_weak0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_complex_scalar_value_based_other6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes0_expected0, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes1_expected1, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes2_expected2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes3_expected3, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes4_expected4, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes5_expected5, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes6_expected6, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes7_expected7, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes8_expected8, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_permutations_do_not_influence_result_dtypes9_expected9, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_18446744073709551616, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_2, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_200, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_4294967296, test/torch_np/numpy_tests/core/test_dtype.py::TestPromotion::test_python_integer_promotion_val_9223372036854775808, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_dtypes_are_true, test/torch_np/numpy_tests/core/test_dtype.py::TestMisc::test_keyword_argument, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_recursion, test/torch_np/numpy_tests/core/test_dtype.py::TestFromDTypeAttribute::test_simple, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_?, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_B, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_D, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_F, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_b, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_d, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_e, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_f, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_h, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_i, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_dtype_subclass_code_l, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_dtype.py::TestClassGetItem::test_subscript_tuple_arg_len_3 2025-12-04T13:12:18.3993401Z 2025-12-04T13:12:18.3993660Z Finished torch_np/numpy_tests/core/test_dtype 1/1 ... [2025-12-04 13:12:18.393327][16475.323381589], took 0.06min 2025-12-04T13:12:18.4077687Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.core.test_dtype/torch_np.numpy_tests.core.test_dtype-980708c67c4bcca7.xml 2025-12-04T13:12:18.4467879Z Running lazy/test_debug_util 1/1 ... [2025-12-04 13:12:18.446525][16475.376582162] 2025-12-04T13:12:18.4468585Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:18.4471415Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_debug_util.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:18.446832] 2025-12-04T13:12:21.7165554Z 2025-12-04T13:12:21.7166711Z 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_c9377c6c3920f9a5_.log 2025-12-04T13:12:21.7167689Z Running 1 items in this shard: test/lazy/test_debug_util.py::DebugUtilTest::test_get_python_frames 2025-12-04T13:12:21.7168100Z 2025-12-04T13:12:21.7168355Z Finished lazy/test_debug_util 1/1 ... [2025-12-04 13:12:21.716300][16478.646355322], took 0.05min 2025-12-04T13:12:21.7309277Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/lazy.test_debug_util/lazy.test_debug_util-c97611693fc4b139.xml 2025-12-04T13:12:21.7619848Z Running nn/test_load_state_dict 1/1 ... [2025-12-04 13:12:21.761741][16478.691799098] 2025-12-04T13:12:21.7620559Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:21.7623492Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_load_state_dict.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:21.762039] 2025-12-04T13:12:25.4826992Z 2025-12-04T13:12:25.4828127Z nn/test_load_state_dict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_load_state_dict_1.1_eede79ee80f6485e_.log 2025-12-04T13:12:25.4837232Z Running 29 items in this shard: test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_BC_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_False_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_meta_swap_True_keep_vars_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_shape_stride_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_assign_with_optimizer_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_child_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_custom_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_invalid_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_ref_cycle_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_type_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_warn_assign_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_load_state_dict_with_unexpected_key_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDict::test_scalar_param_1d_tensor_raises_swap_False, test/nn/test_load_state_dict.py::TestLoadStateDict::test_scalar_param_1d_tensor_raises_swap_True, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_False, test/nn/test_load_state_dict.py::TestLoadStateDictSwap::test_swap_subclass_swap_True_assign_True 2025-12-04T13:12:25.4845439Z 2025-12-04T13:12:25.4845673Z Finished nn/test_load_state_dict 1/1 ... [2025-12-04 13:12:25.482484][16482.412540366], took 0.06min 2025-12-04T13:12:25.4974561Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/nn.test_load_state_dict/nn.test_load_state_dict-888db65a125a56ed.xml 2025-12-04T13:12:25.5272007Z Running test_shape_ops 1/1 ... [2025-12-04 13:12:25.526944][16482.457003183] 2025-12-04T13:12:25.5272688Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:25.5275284Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_shape_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:25.527233] 2025-12-04T13:12:30.0991994Z 2025-12-04T13:12:30.0993021Z test_shape_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_shape_ops_1.1_7aef3cf3521e6bd3_.log 2025-12-04T13:12:30.1013393Z Running 99 items in this shard: test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_propagates_nans_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_clamp_raises_arg_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_complex_rot90_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_complex_rot90_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_diag_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_diag_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_diagonal_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_diagonal_multidim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_errors_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_large_tensor_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_complex64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_numpy_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_unsupported_dtype_cuda_quint2x4, test/test_shape_ops.py::TestShapeOpsCUDA::test_flip_unsupported_dtype_cuda_quint4x2, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_fliplr_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_flipud_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_movedim_invalid_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_astuple_out_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_bfloat16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_bool, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_discontiguous_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_no_warning_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_nonzero_non_diff_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_rot90_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_complex128, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_sparse_dense_dim_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_tolist_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float16, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float32, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_float64, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int16, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int32, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int64, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_int8, test/test_shape_ops.py::TestShapeOpsCUDA::test_trace_cuda_uint8, test/test_shape_ops.py::TestShapeOpsCUDA::test_unbind_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_all_devices_and_dtypes_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_backward_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_errors_cuda, test/test_shape_ops.py::TestShapeOpsCUDA::test_unfold_scalars_cuda 2025-12-04T13:12:30.1031905Z 2025-12-04T13:12:30.1032098Z Finished test_shape_ops 1/1 ... [2025-12-04 13:12:30.099053][16487.029107511], took 0.08min 2025-12-04T13:12:30.1139355Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_shape_ops/test_shape_ops-c962426f811abe1d.xml 2025-12-04T13:12:30.1501955Z Running nn/test_module_hooks 1/1 ... [2025-12-04 13:12:30.149924][16487.079982239] 2025-12-04T13:12:30.1502708Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:30.1506070Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_module_hooks.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:30.150363] 2025-12-04T13:12:33.5708378Z 2025-12-04T13:12:33.5710712Z nn/test_module_hooks 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_module_hooks_1.1_fd3963d2c3ea3f35_.log 2025-12-04T13:12:33.5724725Z Running 53 items in this shard: test/nn/test_module_hooks.py::TestModuleHooks::test_always_called_forward_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_bw_hook_warning_for_non_tensor_or_tuple, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_forward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_full_backward_pre_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_kwarg_hooks, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_False, test/nn/test_module_hooks.py::TestModuleHooks::test_mixed_hooks_named_tuple_True, test/nn/test_module_hooks.py::TestModuleHooks::test_remove_kwarg_hooks, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_module_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_backward_compatibility_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_post_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_load_state_dict_pre_hook_swap_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_no_extra_ref_to_module, test/nn/test_module_hooks.py::TestStateDictHooks::test_pickled_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_False, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_post_hook_private_True, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_backward_compat, test/nn/test_module_hooks.py::TestStateDictHooks::test_register_state_dict_pre_hook_lazy_module, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_global_and_local_hooks_order, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_backward_global_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_forward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_forward_preforward_hook_removable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_forward_preforward_hook_writeable, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks, test/nn/test_module_hooks.py::TestModuleGlobalHooks::test_module_global_hooks_with_kwargs, test/nn/test_module_hooks.py::TestModuleHookNN::test_backward_hooks_interaction, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_size, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_backward_writeable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_buffer_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_cpp, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_extra_input, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_forward_preforward_writable, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_inplace, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_invalid_outputs, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_last_arg_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_no_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_non_full_warning, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_parameter_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_requires_grad, test/nn/test_module_hooks.py::TestModuleHookNN::test_hook_submodule_registration, test/nn/test_module_hooks.py::TestModuleHookNN::test_hooks 2025-12-04T13:12:33.5737089Z 2025-12-04T13:12:33.5737291Z Finished nn/test_module_hooks 1/1 ... [2025-12-04 13:12:33.570435][16490.500484999], took 0.06min 2025-12-04T13:12:33.5856177Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/nn.test_module_hooks/nn.test_module_hooks-f043c3e3ed9b4efc.xml 2025-12-04T13:12:33.6231903Z Running torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-12-04 13:12:33.622871][16490.55292096] 2025-12-04T13:12:33.6232475Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:33.6235680Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_twodim_base.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:33.623304] 2025-12-04T13:12:37.0938972Z 2025-12-04T13:12:37.0940958Z torch_np/numpy_tests/lib/test_twodim_base 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_a7b73343fc190cc5_.log 2025-12-04T13:12:37.0951030Z Running 34 items in this shard: test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_bool, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_diag2d, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_eye_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestEye::test_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_diag_bounds, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_failure, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_fortran_order, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_matrix, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestDiag::test_vector, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFliplr::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestFlipud::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_all_outliers, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_asym, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_10_y_len_11, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_bad_length_x_len_20_y_len_19, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_binparameter_combination, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_density, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_empty, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestHistogram2d::test_simple, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_mask_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_dtype, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim2, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_ndim3, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTri::test_tril_triu_with_inf, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndices::test_triu_indices, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTrilIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestTriuIndicesFrom::test_exceptions, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_basic, test/torch_np/numpy_tests/lib/test_twodim_base.py::TestVander::test_dtypes 2025-12-04T13:12:37.0958979Z 2025-12-04T13:12:37.0959254Z Finished torch_np/numpy_tests/lib/test_twodim_base 1/1 ... [2025-12-04 13:12:37.093606][16494.023655627], took 0.06min 2025-12-04T13:12:37.1091159Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.lib.test_twodim_base/torch_np.numpy_tests.lib.test_twodim_base-ac878fda49ddec38.xml 2025-12-04T13:12:37.1532515Z Running profiler/test_memory_profiler 1/1 ... [2025-12-04 13:12:37.153020][16494.083077306] 2025-12-04T13:12:37.1533008Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:37.1535537Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_memory_profiler.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:37.153311] 2025-12-04T13:12:43.4281349Z 2025-12-04T13:12:43.4282284Z 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_456ee1d06a6a91a3_.log 2025-12-04T13:12:43.4293079Z 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 2025-12-04T13:12:43.4302288Z 2025-12-04T13:12:43.4302656Z Finished profiler/test_memory_profiler 1/1 ... [2025-12-04 13:12:43.427889][16500.357940844], took 0.10min 2025-12-04T13:12:43.4429732Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/profiler.test_memory_profiler/profiler.test_memory_profiler-76961f65b2b33182.xml 2025-12-04T13:12:43.5227060Z Running test_jit_llga_fuser 1/1 ... [2025-12-04 13:12:43.522466][16500.452523358] 2025-12-04T13:12:43.5227511Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:43.5230178Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_llga_fuser.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:43.522759] 2025-12-04T13:12:47.0431280Z 2025-12-04T13:12:47.0432207Z test_jit_llga_fuser 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_llga_fuser_1.1_b8f406da15efb08e_.log 2025-12-04T13:12:47.0455397Z Running 107 items in this shard: test/test_jit_llga_fuser.py::TestEnableDisableLlgaFuser::test_context_manager, test/test_jit_llga_fuser.py::TestDynamoAOT::test_dynamo_aot_ts_onednn, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_alexnet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet121_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet161_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet169_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_densenet201_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b1_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b3_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b4_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b5_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b6_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_efficientnet_b7_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_googlenet_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mnasnet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v2_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_mobilenet_v3_large_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_regnet_y_400mf_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnet50_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext101_32x8d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_resnext50_32x4d_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_shufflenet_v2_x1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_squeezenet1_0_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_vgg16_float32, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_bfloat16, test/test_jit_llga_fuser.py::TestModel::test_vision_wide_resnet50_2_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_bn2d_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_bn2d_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_relu_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_bn_relu_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_clamp_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_clamp_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_silu_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_silu_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_sum_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_conv2d_sum_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_ensure_tensor_is_rewrapped_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_ensure_tensor_is_rewrapped_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_linear_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_linear_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_rewrap_tensor_input_to_pytorch_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_rewrap_tensor_input_to_pytorch_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_cuda_bfloat16, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_cuda_float32, test/test_jit_llga_fuser.py::TestFusionPatternCUDA::test_wildcard_unsupported_dtype_cuda_int32, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_scalar_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_add_scalar_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_addmm_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_addmm_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_avg_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_avg_pool2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_bn2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_bn2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_cat_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_cat_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_conv2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_conv2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_eltwise_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_eltwise_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_identity_binary_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_identity_binary_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_layer_norm_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_layer_norm_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_linear_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_linear_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_max_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_max_pool2d_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_mul_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_mul_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_softmax_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_softmax_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_typecheck_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_typecheck_cuda_float32, test/test_jit_llga_fuser.py::TestOpCUDA::test_variable_kernel_avg_pool2d_cuda_bfloat16, test/test_jit_llga_fuser.py::TestOpCUDA::test_variable_kernel_avg_pool2d_cuda_float32 2025-12-04T13:12:47.0476538Z 2025-12-04T13:12:47.0476737Z Finished test_jit_llga_fuser 1/1 ... [2025-12-04 13:12:47.043132][16503.973186677], took 0.06min 2025-12-04T13:12:47.0583181Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_jit_llga_fuser/test_jit_llga_fuser-69f580b9c3a28588.xml 2025-12-04T13:12:47.0915829Z Running test_serialization 1/1 ... [2025-12-04 13:12:47.091351][16504.021408338] 2025-12-04T13:12:47.0916266Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:12:47.0918890Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_serialization.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:12:47.091646] 2025-12-04T13:13:30.7244686Z 2025-12-04T13:13:30.7245449Z test_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_serialization_1.1_d5e319277eccb376_.log 2025-12-04T13:13:30.7298742Z Running 206 items in this shard: test/test_serialization.py::TestOldSerialization::test_debug_set_in_ci, test/test_serialization.py::TestOldSerialization::test_load_error_msg, test/test_serialization.py::TestOldSerialization::test_load_nonexistent_device, test/test_serialization.py::TestOldSerialization::test_load_python2_unicode_module, test/test_serialization.py::TestOldSerialization::test_load_unicode_error_msg, test/test_serialization.py::TestOldSerialization::test_pickle_module, test/test_serialization.py::TestOldSerialization::test_safe_load_basic_types, test/test_serialization.py::TestOldSerialization::test_save_different_dtype_error, test/test_serialization.py::TestOldSerialization::test_save_different_dtype_unallocated, test/test_serialization.py::TestOldSerialization::test_serialization, test/test_serialization.py::TestOldSerialization::test_serialization_backwards_compat, test/test_serialization.py::TestOldSerialization::test_serialization_backwards_compat_safe, test/test_serialization.py::TestOldSerialization::test_serialization_container, test/test_serialization.py::TestOldSerialization::test_serialization_container_filelike, test/test_serialization.py::TestOldSerialization::test_serialization_dill, test/test_serialization.py::TestOldSerialization::test_serialization_dill_version_not_supported, test/test_serialization.py::TestOldSerialization::test_serialization_fake_zip, test/test_serialization.py::TestOldSerialization::test_serialization_filelike, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_api_requirements, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_exceptions, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_missing_attrs, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_stress, test/test_serialization.py::TestOldSerialization::test_serialization_filelike_uses_readinto, test/test_serialization.py::TestOldSerialization::test_serialization_gzip, test/test_serialization.py::TestOldSerialization::test_serialization_map_location, test/test_serialization.py::TestOldSerialization::test_serialization_offset, test/test_serialization.py::TestOldSerialization::test_serialization_offset_filelike_weights_only_False, test/test_serialization.py::TestOldSerialization::test_serialization_offset_filelike_weights_only_True, test/test_serialization.py::TestOldSerialization::test_serialization_offset_gzip, test/test_serialization.py::TestOldSerialization::test_serialization_safe, test/test_serialization.py::TestOldSerialization::test_serialization_save_warnings, test/test_serialization.py::TestOldSerialization::test_serialization_sparse, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_bsc_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_bsr_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_csc_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_csr_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_invalid, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_invalid_legacy_ctor, test/test_serialization.py::TestOldSerialization::test_serialization_sparse_safe, test/test_serialization.py::TestOldSerialization::test_serialization_storage_slice, test/test_serialization.py::TestOldSerialization::test_serialization_zipfile_utils, test/test_serialization.py::TestOldSerialization::test_serialize_device, test/test_serialization.py::TestOldSerialization::test_skip_data_load, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_False_filename_False, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_False_filename_True, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_True_filename_False, test/test_serialization.py::TestSerialization::test_crc32_options_compute_crc32_True_filename_True, test/test_serialization.py::TestSerialization::test_debug_set_in_ci, test/test_serialization.py::TestSerialization::test_filewriter_metadata_writing_filename_False, test/test_serialization.py::TestSerialization::test_filewriter_metadata_writing_filename_True, test/test_serialization.py::TestSerialization::test_get_unsafe_globals_in_checkpoint, test/test_serialization.py::TestSerialization::test_has_format_version, test/test_serialization.py::TestSerialization::test_load_error_msg, test/test_serialization.py::TestSerialization::test_load_njt_weights_only_should_import_False, test/test_serialization.py::TestSerialization::test_load_njt_weights_only_should_import_True, test/test_serialization.py::TestSerialization::test_load_nonexistent_device, test/test_serialization.py::TestSerialization::test_load_python2_unicode_module, test/test_serialization.py::TestSerialization::test_load_unicode_error_msg, test/test_serialization.py::TestSerialization::test_lr_scheduler_serialization, test/test_serialization.py::TestSerialization::test_meta_serialization_weights_only_False, test/test_serialization.py::TestSerialization::test_meta_serialization_weights_only_True, test/test_serialization.py::TestSerialization::test_mmap_load_offset_calculation_path_type0, test/test_serialization.py::TestSerialization::test_mmap_load_offset_calculation_path_type1, test/test_serialization.py::TestSerialization::test_pathlike_serialization_weights_only_False, test/test_serialization.py::TestSerialization::test_pathlike_serialization_weights_only_True, test/test_serialization.py::TestSerialization::test_pickle_module, test/test_serialization.py::TestSerialization::test_safe_load_basic_types, test/test_serialization.py::TestSerialization::test_save_different_dtype_error, test/test_serialization.py::TestSerialization::test_save_different_dtype_unallocated, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bfloat16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bfloat16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bool_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_bool_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex128_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex128_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_complex64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float32_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float32_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_float64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int16_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int16_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int32_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int32_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int64_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int64_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int8_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_int8_weights_only_True, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_uint8_weights_only_False, test/test_serialization.py::TestSerialization::test_save_load_preserves_dtype_uint8_weights_only_True, test/test_serialization.py::TestSerialization::test_serializaion_no_storage_leak, test/test_serialization.py::TestSerialization::test_serialization, test/test_serialization.py::TestSerialization::test_serialization_2gb_file, test/test_serialization.py::TestSerialization::test_serialization_4gb_file, test/test_serialization.py::TestSerialization::test_serialization_backwards_compat, test/test_serialization.py::TestSerialization::test_serialization_backwards_compat_safe, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals0_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals0_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals1_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_byte_literal_byte_literals1_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_byteorder_mark, test/test_serialization.py::TestSerialization::test_serialization_dill, test/test_serialization.py::TestSerialization::test_serialization_dill_version_not_supported, test/test_serialization.py::TestSerialization::test_serialization_dtype_complex32_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_complex32_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e4m3fn_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e4m3fn_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e5m2_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_float8_e5m2_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint16_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint16_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint32_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint32_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint64_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_dtype_uint64_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_efficient_zerotensor_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_efficient_zerotensor_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_fake_zip, test/test_serialization.py::TestSerialization::test_serialization_filelike, test/test_serialization.py::TestSerialization::test_serialization_filelike_api_requirements, test/test_serialization.py::TestSerialization::test_serialization_filelike_exceptions, test/test_serialization.py::TestSerialization::test_serialization_filelike_missing_attrs, test/test_serialization.py::TestSerialization::test_serialization_filelike_stress, test/test_serialization.py::TestSerialization::test_serialization_filelike_uses_readinto, test/test_serialization.py::TestSerialization::test_serialization_gzip, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_bfloat16, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_bool, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_cdouble, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_cfloat, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_double, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_float, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_half, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int16, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_int8, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_long, test/test_serialization.py::TestSerialization::test_serialization_load_bom_data_uint8, test/test_serialization.py::TestSerialization::test_serialization_map_location, test/test_serialization.py::TestSerialization::test_serialization_math_bits_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_math_bits_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_ctx, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type0_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type0_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type1_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_options_path_type1_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_mmap_loading_with_map_location, test/test_serialization.py::TestSerialization::test_serialization_nested_class, test/test_serialization.py::TestSerialization::test_serialization_offset_gzip, test/test_serialization.py::TestSerialization::test_serialization_python_attr_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_python_attr_weights_only_True, test/test_serialization.py::TestSerialization::test_serialization_safe, test/test_serialization.py::TestSerialization::test_serialization_save_warnings, test/test_serialization.py::TestSerialization::test_serialization_sparse, test/test_serialization.py::TestSerialization::test_serialization_sparse_bsc_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_bsr_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_csc_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_csr_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_invalid, test/test_serialization.py::TestSerialization::test_serialization_sparse_invalid_legacy_ctor, test/test_serialization.py::TestSerialization::test_serialization_sparse_safe, test/test_serialization.py::TestSerialization::test_serialization_storage_slice, test/test_serialization.py::TestSerialization::test_serialization_uintx_intx, test/test_serialization.py::TestSerialization::test_serialization_warning_s390x, test/test_serialization.py::TestSerialization::test_serialization_with_header, test/test_serialization.py::TestSerialization::test_serialization_zipfile_actually_jit, test/test_serialization.py::TestSerialization::test_serialization_zipfile_utils, test/test_serialization.py::TestSerialization::test_serialization_zipfile_weights_only_False, test/test_serialization.py::TestSerialization::test_serialization_zipfile_weights_only_True, test/test_serialization.py::TestSerialization::test_serialize_device, test/test_serialization.py::TestSerialization::test_skip_data_load, test/test_serialization.py::TestSerialization::test_skip_data_serialization_error_cases, test/test_serialization.py::TestSerialization::test_skip_data_serialization_materialize_fake_False, test/test_serialization.py::TestSerialization::test_skip_data_serialization_materialize_fake_True, test/test_serialization.py::TestSerialization::test_skip_data_serialization_preserves_views_materialize_fake_False, test/test_serialization.py::TestSerialization::test_skip_data_serialization_preserves_views_materialize_fake_True, test/test_serialization.py::TestSerialization::test_storage_alignment, test/test_serialization.py::TestSerialization::test_use_pinned_memory_for_d2h, test/test_serialization.py::TestSerialization::test_weights_only_assert, test/test_serialization.py::TestSerialization::test_weights_only_blocked_func_error_msg, test/test_serialization.py::TestSerialization::test_weights_only_env_variables_force_weights_only_False, test/test_serialization.py::TestSerialization::test_weights_only_env_variables_force_weights_only_True, test/test_serialization.py::TestSerialization::test_weights_only_error_unsafe_global_False, test/test_serialization.py::TestSerialization::test_weights_only_error_unsafe_global_True, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_blocklist, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build_with_slots_slots_all, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_build_with_slots_slots_some, test/test_serialization.py::TestSerialization::test_weights_only_safe_globals_newobj, test/test_serialization.py::TestSerialization::test_weights_only_with_zoneinfo_unpickle_registration_success, test/test_serialization.py::TestSubclassSerialization::test_cloned_deepcopy_requires_grad_False, test/test_serialization.py::TestSubclassSerialization::test_cloned_deepcopy_requires_grad_True, test/test_serialization.py::TestSubclassSerialization::test_empty_class_serialization, test/test_serialization.py::TestSubclassSerialization::test_safe_globals_context_manager_weights_only, test/test_serialization.py::TestSubclassSerialization::test_safe_globals_for_weights_only, test/test_serialization.py::TestSubclassSerialization::test_sets_are_loadable_with_weights_only, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_deepcopy, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_getstate_overwrite, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_map_location, test/test_serialization.py::TestSubclassSerialization::test_tensor_subclass_wrapper_serialization, test/test_serialization.py::TestBothSerializationCUDA::test_serialization_new_format_old_format_compat_weights_only_False_cuda, test/test_serialization.py::TestBothSerializationCUDA::test_serialization_new_format_old_format_compat_weights_only_True_cuda 2025-12-04T13:13:30.7351387Z 2025-12-04T13:13:30.7351620Z Finished test_serialization 1/1 ... [2025-12-04 13:13:30.724613][16547.654664369], took 0.73min 2025-12-04T13:13:30.7407195Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_serialization/test_serialization-72a3a03eb7e59587.xml 2025-12-04T13:13:30.8337595Z Running test_sparse_csr 3/3 ... [2025-12-04 13:13:30.833517][16547.763574591] 2025-12-04T13:13:30.8337990Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:13:30.8341005Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_sparse_csr.py', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:13:30.833841] 2025-12-04T13:20:46.5915317Z 2025-12-04T13:20:46.5916303Z test_sparse_csr 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_sparse_csr_3.3_9a2b6d14a982ae76_.log 2025-12-04T13:20:46.6388244Z Running 1683 items in this shard: test/test_sparse_csr.py::TestSparseCSRSampler::test_make_crow_indices, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSR_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_add_SparseCSR_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_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_all_sparse_csr_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_dense_result_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_1_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_0_m_25_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_10_m_0_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_10_m_0_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_10_m_0_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_10_m_1_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_10_m_1_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_0_n_1_m_0_cuda_float64, 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_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_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_10_m_0_cuda_float64, 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_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_25_cuda_bfloat16, 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_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_10_m_25_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_0_cuda_complex64, 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_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_1_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_1_n_1_m_1_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_0_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_0_m_1_cuda_float64, 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_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_0_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_0_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_10_m_0_cuda_float64, 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_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_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_0_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_0_cuda_float64, 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_addmm_sizes_all_sparse_csr_k_8_n_1_m_25_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_25_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmm_sizes_all_sparse_csr_k_8_n_1_m_25_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_11x9_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_3x3_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_3x3_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_addmv_shape_5x7_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_dense_output_mm_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_angle_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_asinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_asinh_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_atan_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_atanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_conj_physical_cuda_complex128, 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_expm1_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_floor_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_isinf_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_isinf_cuda_float64, 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_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_sqrt_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_tan_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_autograd_sparse_csr_unary_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_2_int32_noncontiguous_True_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_2_int32_noncontiguous_True_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_2_int64_noncontiguous_False_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_2_int64_noncontiguous_True_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_2_int64_noncontiguous_True_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_3_int32_noncontiguous_False_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_3_int32_noncontiguous_True_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_3_int64_noncontiguous_False_cuda_float16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_3_int64_noncontiguous_True_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmm_block_size_3_int64_noncontiguous_True_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_2_int32_noncontiguous_True_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_2_int32_noncontiguous_True_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_2_int64_noncontiguous_False_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_2_int64_noncontiguous_False_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_2_int64_noncontiguous_True_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_3_int32_noncontiguous_False_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_3_int64_noncontiguous_False_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_addmv_block_size_3_int64_noncontiguous_True_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_2_int32_noncontiguous_False_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_2_int32_noncontiguous_False_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_2_int64_noncontiguous_False_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_3_int64_noncontiguous_False_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_3_int64_noncontiguous_False_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_block_triangular_solve_block_size_3_int64_noncontiguous_True_cuda_complex128, 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_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseBSC_SparseBSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSC_SparseCSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_compressed_layout_conversions_coverage_SparseCSR_SparseBSR_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_float64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_coo_csr_conversion_cuda_int64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_bool, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_complex128, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_int32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_coo_conversion_cuda_int8, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_is_contiguous_cuda, 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_nnz_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_csr_to_block_csr_blocksize_2_cuda_float64_int32, 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_SparseCSC_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSC_NonBatched_NonHybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_dense_to_from_sparse_compressed_SparseCSR_Batched_Hybrid_cuda, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_complex64, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_float32, test/test_sparse_csr.py::TestSparseCSRCUDA::test_direct_coo_csr_conversion_cuda_int32, 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_int8, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asin_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asinh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_asinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_atanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_ceil_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_ceil_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_ceil_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_conj_physical_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_conj_physical_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_conj_physical_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_conj_physical_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_conj_physical_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_deg2rad_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_deg2rad_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_deg2rad_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_deg2rad_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_deg2rad_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erfinv_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erfinv_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erfinv_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_erfinv_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_expm1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_expm1_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_expm1_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_expm1_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_expm1_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_floor_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_floor_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_frac_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_frac_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isinf_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isinf_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isnan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isneginf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isposinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_isposinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_log1p_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_log1p_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amax_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amax_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amax_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_amin_cuda_int8, 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_float32, 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_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_prod_cuda_float16, 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_int16, 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_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_float16, 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_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_masked_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_mul_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_rad2deg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_randn_like_cuda_complex128, 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_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sin_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sinh_cuda_float16, 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_float32, 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_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_sum_cuda_int64, 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_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_to_sparse_cuda_float16, 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_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_trunc_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSC_zeros_like_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_abs_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_angle_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_asinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atan_cuda_int16, 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_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_atanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_ceil_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_ceil_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_ceil_cuda_uint8, 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_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_conj_physical_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_erf_cuda_int32, 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_erfinv_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_expm1_cuda_int64, 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_frac_cuda_float32, 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_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isnan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isneginf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_isposinf_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_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amax_cuda_float16, 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_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_amin_cuda_int32, 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_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_mean_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_masked_prod_cuda_bool, 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_int8, 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_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_complex128, 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_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_mul_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_neg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_nn_functional_relu_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_positive_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_rad2deg_cuda_int64, 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_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_randn_like_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_signbit_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sin_cuda_int8, 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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sinh_cuda_int16, 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_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_complex64, 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_sqrt_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sqrt_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_tanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_bfloat16, 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_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_to_sparse_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_trunc_cuda_uint8, 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_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseBSR_zeros_like_cuda_int8, 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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_abs_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_angle_cuda_int8, 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_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asin_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_asinh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_atanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_ceil_cuda_int16, 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_bool, 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_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_erfinv_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_expm1_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_int32, 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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_floor_cuda_float32, 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_frac_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_frac_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_frac_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isinf_cuda_complex32, 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_isnan_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isnan_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isneginf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_isposinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_log1p_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_amin_cuda_bfloat16, 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_uint8, 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_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_masked_prod_cuda_int64, 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_mul_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_mul_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_neg_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_nn_functional_relu_cuda_float16, 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_int32, 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_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_positive_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_rad2deg_cuda_int16, 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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_round_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sign_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_signbit_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sinh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_sum_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tan_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_tanh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_to_sparse_cuda_float16, 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_int32, 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_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSC_zeros_like_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_abs_cuda_complex64, 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_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_angle_cuda_int8, 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_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asin_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_asinh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_atanh_cuda_complex32, 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_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_ceil_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_conj_physical_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_deg2rad_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_erf_cuda_int8, 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_expm1_cuda_bool, 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_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_expm1_cuda_int64, 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_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isinf_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isnan_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isneginf_cuda_int16, 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_isposinf_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_isposinf_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_log1p_cuda_float64, 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_log1p_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_amax_cuda_int64, 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_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_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_mean_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_prod_cuda_bfloat16, 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_float16, 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_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_masked_sum_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_mul_cuda_complex128, 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_neg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_neg_cuda_float64, 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_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_nn_functional_relu_cuda_int32, 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_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_positive_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_rad2deg_cuda_int64, 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_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_round_cuda_float64, 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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sgn_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sign_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sin_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sinh_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sqrt_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_sum_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tan_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_tanh_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_to_sparse_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_trunc_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_complex64, 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_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_consistency_SparseCSR_zeros_like_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseCSC_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_copy_errors_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSR_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_SparseCSR_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_errors_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseBSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseCSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSC_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseBSC_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseCSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseCSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_empty_like_SparseBSR_SparseCSC_cuda_complex128, 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test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSC_cuda_int64, 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_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseBSR_cuda_uint8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSC_cuda_bfloat16, 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_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_bool, 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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference___from_tensor_SparseCSR_cuda_int64, 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_bfloat16, 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_SparseBSC_cuda_uint8, 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_int16, 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_float32, 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_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_constructor_shape_and_device_inference_factory_from_list_SparseCSR_cuda_float16, 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_int16, 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_int32, 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_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_int16, 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_float16, 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_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_int64, 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_SparseBSR_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseBSR_cuda_int64, 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_SparseCSC_cuda_float16, 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_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_sparse_compressed_tensor_with_dims_SparseCSC_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_float16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_float64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseBSR_cuda_int16, 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_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_to_dtype_SparseCSR_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSC_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseBSR_cuda_float64, 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_bool, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_complex128, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int32, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSC_cuda_int64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_complex64, test/test_sparse_csr.py::TestSparseCompressedCUDA::test_validate_SparseCSR_cuda_int16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_TensorAsKey_cuda, 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_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_int64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_dense_bmm_error_messages_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_16x32_cuda_float16, 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_2x3_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_bsr_scatter_mm_blocksize_64_cuda_float32, 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_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16_out_dtype_int32_cuda_int8, 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_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_16x32_out_dtype_int32_cuda_int8, 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_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op__int_bsr_dense_addmm_blocksize_32_out_dtype_unspecified_cuda_float32, 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_16_out_dtype_unspecified_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_addmm_blocksize_16_out_dtype_unspecified_cuda_int8, 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_16x32_out_dtype_unspecified_cuda_float16, 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_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_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_16x32_out_dtype_unspecified_cuda_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_linear_blocksize_32_out_dtype_int32_cuda_int8, 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_int8, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_float16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_kernel_op_bsr_dense_mm_blocksize_16x32_out_dtype_int32_cuda_float32, 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_32_out_dtype_int32_cuda_int8, 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_32_cuda_bfloat16, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_sampled_addmm_block_size_32_cuda_float16, 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_64_cuda_float32, test/test_sparse_csr.py::TestSparseCompressedTritonKernelsCUDA::test_triton_scatter_mm_cuda_bfloat16, 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_bfloat16, 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_float16 2025-12-04T13:20:46.6846918Z 2025-12-04T13:20:46.6847132Z Finished test_sparse_csr 3/3 ... [2025-12-04 13:20:46.593417][16983.523468949], took 7.26min 2025-12-04T13:20:46.6847827Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_sparse_csr/test_sparse_csr-c7309c78768ec6f0.xml 2025-12-04T13:20:46.7211088Z Running functorch/test_ops 5/9 ... [2025-12-04 13:20:46.720879][16983.650936142] 2025-12-04T13:20:46.7211517Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:20:46.7214293Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '--shard-id=5', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:20:46.721173] 2025-12-04T13:28:29.0822585Z 2025-12-04T13:28:29.0823590Z functorch/test_ops 5/9 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_5.9_f1be7bc609de8046_.log 2025-12-04T13:28:29.1134008Z Running 1168 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_log_softmax_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__unsafe_masked_index_put_accumulate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_kron_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_local_response_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_pca_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_bessel_j1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_amax_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_argmax_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_ceil_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_maximum_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_topk_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_tensor_with_scalar_list_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_T_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_conj_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_neg_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_special_grad_op_vjp_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unflatten_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_complex_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_singular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_lu_unpack_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_permute_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_vstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeNotComposableAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyTakeAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ScaleGradGenVmapAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_T_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addbmm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_amin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atleast_3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cov_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diff_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_digamma_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_double_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_strided_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_eye_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifft2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ifftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_ihfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flatten_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fliplr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_half_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isreal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_item_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kron_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_kthvalue_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eigvalsh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_slogdet_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_svdvals_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_normal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_and_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lt_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_amax_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mvlgamma_mvlgamma_p_5_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_dropout_backward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_adaptive_max_pool3d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_batch_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_gaussian_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardswish_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_bilinear_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_logsigmoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_constant_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_normal_number_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rot90_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_cosine_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_hamming_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_laguerre_polynomial_l_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_ndtri_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_polygamma_special_polygamma_n_0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_w_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_zeta_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_squeeze_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sub_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trace_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_triangular_solve_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_where_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expm1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_grid_sampler_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_svdvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_log_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_eq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_hypot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_normal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_huber_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_erfcx_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bucketize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_addbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_erfc_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_pinv_singular_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_native_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_group_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_normalize_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_slogdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_hermite_polynomial_h_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SelectGenVmapAutogradFunction_cuda_float32 2025-12-04T13:28:29.1431397Z 2025-12-04T13:28:29.1431612Z Finished functorch/test_ops 5/9 ... [2025-12-04 13:28:29.083580][17446.0136336], took 7.71min 2025-12-04T13:28:29.1432333Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/functorch.test_ops/functorch.test_ops-c36df1f4a5f35d27.xml 2025-12-04T13:28:30.4652111Z Uploading artifacts took 1.27 seconds 2025-12-04T13:28:30.4654817Z Running torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-12-04 13:28:30.465233][17447.395287463] 2025-12-04T13:28:30.4655320Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:28:30.4658601Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_shape_base_.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:28:30.465598] 2025-12-04T13:28:34.1363303Z 2025-12-04T13:28:34.1364271Z torch_np/numpy_tests/lib/test_shape_base_ 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_shape_base__1.1_304c97124a8a1ea7_.log 2025-12-04T13:28:34.1382613Z Running 73 items in this shard: test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_argequivalent, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTakeAlongAxis::test_invalid, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_broadcast, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestPutAlongAxis::test_replace_max, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_0d_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_3d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_axis_insertion_ma, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_scalar_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_simple101, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_tuple_func1d, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyAlongAxis::test_with_iterable_object, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestApplyOverAxes::test_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_out_of_range, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_axis_tuple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_functionality, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestExpandDims::test_repeated_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_high_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_low_bound, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_index_split_simple, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_0_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_cols, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_default, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestArraySplit::test_integer_split_2D_rows_greater_max_int32, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_equal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSplit::test_unequal_split, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_1D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_2D_arrays, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestColumnStack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_2D_array2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_generator, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDstack::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestHsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestVsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_0D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_1D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_2D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_3D_array, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestDsplit::test_non_iterable, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_basic_2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_axis_handling, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_contiguous, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestSqueeze::test_squeeze_type, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a0_shape_b0, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a1_shape_b1, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a2_shape_b2, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a3_shape_b3, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a4_shape_b4, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestKron::test_kron_shape_shape_a5_shape_b5, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_basic, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_empty, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_kroncompare, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestTile::test_tile_one_repetition_on_array_gh4679, test/torch_np/numpy_tests/lib/test_shape_base_.py::TestMayShareMemory::test_basic 2025-12-04T13:28:34.1399347Z 2025-12-04T13:28:34.1399923Z Finished torch_np/numpy_tests/lib/test_shape_base_ 1/1 ... [2025-12-04 13:28:34.136157][17451.066213073], took 0.06min 2025-12-04T13:28:34.1521537Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/torch_np.numpy_tests.lib.test_shape_base_/torch_np.numpy_tests.lib.test_shape_base_-69b1584541bebe57.xml 2025-12-04T13:28:34.1937538Z Running test_cpp_extensions_jit 1/1 ... [2025-12-04 13:28:34.193518][17451.123575299] 2025-12-04T13:28:34.1937988Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:28:34.1940640Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cpp_extensions_jit.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:28:34.193798] 2025-12-04T13:30:25.6883453Z 2025-12-04T13:30:25.6885102Z test_cpp_extensions_jit 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_jit_1.1_7725ad05428b7e24_.log 2025-12-04T13:30:25.6898025Z Running 35 items in this shard: test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_aoti_torch_call_dispatcher, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_autograd_from_cpp, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_compilation_error_formatting, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_has_same_output_as_python, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_has_up_to_date_attributes, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_python_inter_op, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cpp_frontend_module_python_inter_op_with_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_arch_flags_default_gencode, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_arch_flags_non_default_gencode, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_cuda_pluggable_allocator_include, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_custom_compound_op_autograd, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_custom_functorch_error, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_gen_extension_h_pch, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_half_support, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_custom_op_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_cuda, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_multiple_sources_and_no_functions, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_throws_when_functions_is_bad, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_with_functions_as_dict, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_with_functions_as_list, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_inline_jit_compile_extension_xpu, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_compile_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cuda_archflags, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cuda_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_cudnn_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_xpu_archlists, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_jit_xpu_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_lenient_flag_handling_in_jit_extensions, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_load_with_non_platform_default_encoding, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_mps_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_pch_command_injection, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_reload_jit_extension, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_returns_shared_library_path_when_is_python_module_is_true, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_set_default_type_also_changes_aten_default_type, test/test_cpp_extensions_jit.py::TestCppExtensionJIT::test_warning 2025-12-04T13:30:25.6908406Z 2025-12-04T13:30:25.6908638Z Finished test_cpp_extensions_jit 1/1 ... [2025-12-04 13:30:25.688088][17562.618138795], took 1.86min 2025-12-04T13:30:25.7050149Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_cpp_extensions_jit/test_cpp_extensions_jit-ef0386957cd9cab8.xml 2025-12-04T13:30:25.7912776Z Running test_scatter_gather_ops 1/1 ... [2025-12-04 13:30:25.791048][17562.7211056] 2025-12-04T13:30:25.7913236Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:30:25.7916014Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_scatter_gather_ops.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:30:25.791330] 2025-12-04T13:30:42.7833208Z 2025-12-04T13:30:42.7834145Z 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_e52548a278ad0843_.log 2025-12-04T13:30:42.7855183Z 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 2025-12-04T13:30:42.7874999Z 2025-12-04T13:30:42.7875216Z Finished test_scatter_gather_ops 1/1 ... [2025-12-04 13:30:42.783122][17579.713176367], took 0.28min 2025-12-04T13:30:42.7997535Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_scatter_gather_ops/test_scatter_gather_ops-5694b241cade049a.xml 2025-12-04T13:30:42.8868512Z Running test_cuda_multigpu 1/1 ... [2025-12-04 13:30:42.886626][17579.816683121] 2025-12-04T13:30:42.8868947Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:30:42.8871607Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:30:42.886916] 2025-12-04T13:30:46.6573848Z 2025-12-04T13:30:46.6574646Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_3ea9168a8b478660_.log 2025-12-04T13:30:46.6587849Z Running 61 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, 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 2025-12-04T13:30:46.6599709Z 2025-12-04T13:30:46.6599923Z Finished test_cuda_multigpu 1/1 ... [2025-12-04 13:30:46.657167][17583.587221901], took 0.06min 2025-12-04T13:30:46.6735490Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_cuda_multigpu/test_cuda_multigpu-57830f6fc562cfbb.xml 2025-12-04T13:30:46.7078020Z Running functorch/test_vmap 1/1 ... [2025-12-04 13:30:46.707573][17583.63763004] 2025-12-04T13:30:46.7078487Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:30:46.7081136Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_vmap.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:30:46.707871] 2025-12-04T13:36:17.8255098Z 2025-12-04T13:36:17.8255985Z functorch/test_vmap 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_vmap_1.1_40bd4219223d6186_.log 2025-12-04T13:36:17.8932216Z Running 2142 items in this shard: test/functorch/test_vmap.py::TestVmapAPI::test_accepts_nested_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_backward_unsupported_interaction, test/functorch/test_vmap.py::TestVmapAPI::test_batch_rule_does_not_need_to_handle_no_batched_input, test/functorch/test_vmap.py::TestVmapAPI::test_batched_gradient_basic, test/functorch/test_vmap.py::TestVmapAPI::test_checkpoint, test/functorch/test_vmap.py::TestVmapAPI::test_constant_function, test/functorch/test_vmap.py::TestVmapAPI::test_data_attribute, test/functorch/test_vmap.py::TestVmapAPI::test_data_dependent_control_flow_throws, test/functorch/test_vmap.py::TestVmapAPI::test_decomposition_under_python_dispatcher, test/functorch/test_vmap.py::TestVmapAPI::test_different_map_dim_size_raises, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_does_not_warn_by_default, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_masked_fill, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_multiple_returns, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_warning, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_warns_when_warnings_are_enabled, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_with_undefined_grad, test/functorch/test_vmap.py::TestVmapAPI::test_fallback_zero_dim, test/functorch/test_vmap.py::TestVmapAPI::test_func_with_no_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_func_with_no_tensors, test/functorch/test_vmap.py::TestVmapAPI::test_functools_partial, test/functorch/test_vmap.py::TestVmapAPI::test_grad_unsupported_interaction, test/functorch/test_vmap.py::TestVmapAPI::test_in_dim_not_in_tensor_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_in_dims_wrong_type_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_nary_different_levels, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_nary_same_levels, test/functorch/test_vmap.py::TestVmapAPI::test_inplace_fallback_unary, test/functorch/test_vmap.py::TestVmapAPI::test_integer_in_dim_but_not_tensor_input_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_item_throws, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_outputs, test/functorch/test_vmap.py::TestVmapAPI::test_multiple_outputs2, test/functorch/test_vmap.py::TestVmapAPI::test_nested_negative_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_non_default_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_diag_embed, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_different_map_dim, test/functorch/test_vmap.py::TestVmapAPI::test_nested_with_same_map_dim, test/functorch/test_vmap.py::TestVmapAPI::test_nn_module, test/functorch/test_vmap.py::TestVmapAPI::test_non_default_in_dims_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_non_tensor_output_raises, test/functorch/test_vmap.py::TestVmapAPI::test_non_zero_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_none_in_dims, test/functorch/test_vmap.py::TestVmapAPI::test_nonzero_out_dims, test/functorch/test_vmap.py::TestVmapAPI::test_noop_in_inner_vmap, test/functorch/test_vmap.py::TestVmapAPI::test_not_enough_in_dims_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dim_out_of_bounds_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_and_num_outputs_mismatch_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_edge_case, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_must_be_int_or_collection_of_int_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_none, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_none_tuple, test/functorch/test_vmap.py::TestVmapAPI::test_out_dims_normal_tensor, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_odict_returns, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns_broadcast_nested, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns_broadcast_simple, test/functorch/test_vmap.py::TestVmapAPI::test_pytree_returns_outdims, test/functorch/test_vmap.py::TestVmapAPI::test_reshape_dim_into, test/functorch/test_vmap.py::TestVmapAPI::test_reshape_dim_outof, test/functorch/test_vmap.py::TestVmapAPI::test_restore_vmap_no_vmapped_inputs, test/functorch/test_vmap.py::TestVmapAPI::test_restore_vmap_pytree_input_output, test/functorch/test_vmap.py::TestVmapAPI::test_restore_vmap_unexpanded_outputs, test/functorch/test_vmap.py::TestVmapAPI::test_single_input, test/functorch/test_vmap.py::TestVmapAPI::test_unsupported_op_err_msg, test/functorch/test_vmap.py::TestVmapAPI::test_vmap_autocast_cpu, test/functorch/test_vmap.py::TestVmapAPI::test_vmap_autocast_cuda, test/functorch/test_vmap.py::TestVmapOperators::test_T_numpy, test/functorch/test_vmap.py::TestVmapOperators::test_adaptive_avg_pool2d, test/functorch/test_vmap.py::TestVmapOperators::test_argmax_dim, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_add, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_add_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_div, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_div_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_mul, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_mul_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_pow, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_pow_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_sub, test/functorch/test_vmap.py::TestVmapOperators::test_arithmetic_sub_dunder, test/functorch/test_vmap.py::TestVmapOperators::test_as_strided, test/functorch/test_vmap.py::TestVmapOperators::test_bmm, test/functorch/test_vmap.py::TestVmapOperators::test_cat, test/functorch/test_vmap.py::TestVmapOperators::test_chunk, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_0_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_1_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_chunk_vmap_in_dim_2_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_clamp, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_inplace_variant_clamp_max_, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_inplace_variant_clamp_min_, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_variant_clamp_max, test/functorch/test_vmap.py::TestVmapOperators::test_clamp_variant_clamp_min, test/functorch/test_vmap.py::TestVmapOperators::test_clone, test/functorch/test_vmap.py::TestVmapOperators::test_comparison_ops, test/functorch/test_vmap.py::TestVmapOperators::test_conj, test/functorch/test_vmap.py::TestVmapOperators::test_conj_bit, test/functorch/test_vmap.py::TestVmapOperators::test_contiguous, test/functorch/test_vmap.py::TestVmapOperators::test_conv2d, test/functorch/test_vmap.py::TestVmapOperators::test_copy_, test/functorch/test_vmap.py::TestVmapOperators::test_cross_batch_size_three, test/functorch/test_vmap.py::TestVmapOperators::test_diagonal, test/functorch/test_vmap.py::TestVmapOperators::test_dot, test/functorch/test_vmap.py::TestVmapOperators::test_expand_as, test/functorch/test_vmap.py::TestVmapOperators::test_fill_and_zero_inplace, test/functorch/test_vmap.py::TestVmapOperators::test_imag, test/functorch/test_vmap.py::TestVmapOperators::test_is_complex, test/functorch/test_vmap.py::TestVmapOperators::test_is_contiguous, test/functorch/test_vmap.py::TestVmapOperators::test_is_floating_point, test/functorch/test_vmap.py::TestVmapOperators::test_mean, test/functorch/test_vmap.py::TestVmapOperators::test_mean_dim, test/functorch/test_vmap.py::TestVmapOperators::test_mm, test/functorch/test_vmap.py::TestVmapOperators::test_mode_key, test/functorch/test_vmap.py::TestVmapOperators::test_movedim, test/functorch/test_vmap.py::TestVmapOperators::test_mv, test/functorch/test_vmap.py::TestVmapOperators::test_narrow, test/functorch/test_vmap.py::TestVmapOperators::test_new_empty, test/functorch/test_vmap.py::TestVmapOperators::test_new_empty_strided, test/functorch/test_vmap.py::TestVmapOperators::test_new_zeros, test/functorch/test_vmap.py::TestVmapOperators::test_nll_loss, test/functorch/test_vmap.py::TestVmapOperators::test_one_hot, test/functorch/test_vmap.py::TestVmapOperators::test_real, test/functorch/test_vmap.py::TestVmapOperators::test_repeat, test/functorch/test_vmap.py::TestVmapOperators::test_reshape, test/functorch/test_vmap.py::TestVmapOperators::test_reshape_as, test/functorch/test_vmap.py::TestVmapOperators::test_result_type, test/functorch/test_vmap.py::TestVmapOperators::test_roll_no_dims, test/functorch/test_vmap.py::TestVmapOperators::test_select, test/functorch/test_vmap.py::TestVmapOperators::test_silu_backward, test/functorch/test_vmap.py::TestVmapOperators::test_slice, test/functorch/test_vmap.py::TestVmapOperators::test_slogdet, test/functorch/test_vmap.py::TestVmapOperators::test_split, test/functorch/test_vmap.py::TestVmapOperators::test_squeeze, test/functorch/test_vmap.py::TestVmapOperators::test_stack, test/functorch/test_vmap.py::TestVmapOperators::test_stride, test/functorch/test_vmap.py::TestVmapOperators::test_sum, test/functorch/test_vmap.py::TestVmapOperators::test_sum_dim, test/functorch/test_vmap.py::TestVmapOperators::test_t, test/functorch/test_vmap.py::TestVmapOperators::test_tensor_split, test/functorch/test_vmap.py::TestVmapOperators::test_to, test/functorch/test_vmap.py::TestVmapOperators::test_trace, test/functorch/test_vmap.py::TestVmapOperators::test_transpose, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_abs, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_acos, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_asin, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_atan, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_ceil, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_cos, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_cosh, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_digamma, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_exp, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_expm1, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_floor, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_frac, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_lgamma, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_log, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_log10, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_log1p, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_log2, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_neg, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_reciprocal, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_relu, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_round, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_rsqrt, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_sigmoid, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_sign, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_sin, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_sinh, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_sqrt, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_tan, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_tanh, test/functorch/test_vmap.py::TestVmapOperators::test_unary_pointwise_trunc, test/functorch/test_vmap.py::TestVmapOperators::test_unbind, test/functorch/test_vmap.py::TestVmapOperators::test_unfold, test/functorch/test_vmap.py::TestVmapOperators::test_unsafe_view, test/functorch/test_vmap.py::TestVmapOperators::test_unsqueeze, test/functorch/test_vmap.py::TestVmapOperators::test_view, test/functorch/test_vmap.py::TestVmapOperators::test_view_as, test/functorch/test_vmap.py::TestVmapOperators::test_view_as_complex, test/functorch/test_vmap.py::TestVmapOperators::test_view_as_real, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_0_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_0_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_0_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_0_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_1_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_1_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_1_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_composition_in_dim_1_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_0_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_0_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_0_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_0_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_1_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_1_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_1_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_error_in_dim_1_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_0_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_0_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_0_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_0_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_0_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_0_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_1_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_1_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_1_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_1_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_1_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_1_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_2_out_dim_0_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_2_out_dim_0_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_2_out_dim_1_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_2_out_dim_1_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_2_out_dim_2_randomness_error, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_chunksize_in_dim_2_out_dim_2_randomness_same, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapOperators::test_vmap_fallback_check_ok, test/functorch/test_vmap.py::TestVmapOperators::test_weird_matmul_case, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_0d_tensor_index_put_inplace_False_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_0d_tensor_index_put_inplace_True_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_advanced_indexing_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_False_track_running_stats_False_affine_False_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_False_track_running_stats_False_affine_True_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_False_track_running_stats_True_affine_False_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_False_track_running_stats_True_affine_True_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_True_track_running_stats_False_affine_False_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_True_track_running_stats_False_affine_True_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_True_track_running_stats_True_affine_False_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_batch_norm_training_True_track_running_stats_True_affine_True_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_conv_double_backward_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_fill__Tensor_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_flatten_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_foo_like_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_group_norm_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_index_fill_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_index_put_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_inplace_on_view_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_isinf_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_isnan_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_linalg_eigh_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_linalg_svd_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_namedtuple_returns_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_nested_advanced_indexing_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_ForwardHasDefaultArgsAutogradFunction_cuda_float32, 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test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_argmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_cumprod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_cumsum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_fill_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_log_softmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_logaddexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_logsumexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_median_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_normalize_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_prod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_select_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_softmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_softmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_std_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_sum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_masked_var_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_matmul_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_matrix_exp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_max_binary_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_max_reduction_no_dim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_max_reduction_with_dim_cuda_float32, 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test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_celu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_cross_entropy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_ctc_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_dropout2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_dropout3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_dropout_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_elu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_embedding_bag_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_embedding_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_gelu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_glu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_grid_sample_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_group_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_hardshrink_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_hardtanh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_huber_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_instance_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_interpolate_area_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_op_has_batch_rule_nn_functional_interpolate_nearest_cuda_float32, 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test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_argmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_argmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_argsort_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_argwhere_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_as_strided_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_as_strided_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_as_strided_partial_views_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_as_strided_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_asin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_asinh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_atan2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_atan_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_atanh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_atleast_1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_atleast_2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_atleast_3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_baddbmm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bernoulli_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bfloat16_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bincount_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bitwise_and_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bitwise_left_shift_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bitwise_not_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bitwise_or_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bitwise_right_shift_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_bitwise_xor_cuda_int64, 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test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_cumulative_trapezoid_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_deg2rad_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diag_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diag_embed_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diagflat_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diagonal_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diagonal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diagonal_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_diff_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_digamma_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_dist_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_div_floor_rounding_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_div_no_rounding_mode_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_div_trunc_rounding_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_dot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_double_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_double_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_dsplit_cuda_float32, 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test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_erfc_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_erfinv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_exp2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_exp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_expand_as_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_expand_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_expand_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_expm1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_exponential_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_eye_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_fft2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_fft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_fftn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_fftshift_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_hfft2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_hfft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_hfftn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ifft2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ifft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ifftn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ifftshift_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ihfft2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ihfft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_ihfftn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_irfft2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_irfft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_irfftn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_rfft2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_rfft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fft_rfftn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fill_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_flatten_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_flip_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fliplr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_flipud_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_float_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_float_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_float_power_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_floor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_floor_divide_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_fmod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_frac_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_frexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_full_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_full_like_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_gather_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_gcd_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ge_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_geometric_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_geqrf_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_gradient_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_grid_sampler_2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_grid_sampler_3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_gt_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_half_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_half_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_hash_tensor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_heaviside_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_histc_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_hsplit_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_hstack_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_hypot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_i0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_igamma_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_igammac_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_imag_cuda_complex64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_add_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_fill_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_put_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_put_functorch_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_reduce_amax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_reduce_amin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_reduce_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_reduce_prod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_index_select_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_inner_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_int_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_int_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isclose_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isfinite_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isinf_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isnan_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isneginf_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isposinf_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_isreal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_istft_cuda_complex64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_item_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_jiterator_4inputs_with_extra_args_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_jiterator_binary_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_jiterator_unary_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_kron_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_kthvalue_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lcm_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ldexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_le_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lerp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lgamma_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_cholesky_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_cholesky_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_cond_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_cross_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_det_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_diagonal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_eig_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_eigh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_eigvals_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_eigvalsh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_householder_product_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_inv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_inv_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_ldl_factor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_ldl_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_lstsq_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_lu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_lu_factor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_lu_factor_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_lu_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_matrix_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_matrix_power_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_matrix_rank_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_multi_dot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_pinv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_pinv_hermitian_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_pinv_singular_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_qr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_slogdet_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_solve_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_solve_triangular_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_svd_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_svdvals_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_tensorinv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_tensorsolve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_vander_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_vecdot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linalg_vector_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linspace_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_linspace_tensor_overload_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log10_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log1p_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log_normal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log_softmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_log_softmax_with_dtype_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logaddexp2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logaddexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logcumsumexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logdet_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logical_and_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logical_not_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logical_or_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logical_xor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logit_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logspace_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logspace_tensor_overload_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_logsumexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_long_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_long_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lt_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lu_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_lu_unpack_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mH_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mT_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_amax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_amin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_argmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_argmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_cumprod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_cumsum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_fill_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_log_softmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_logaddexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_logsumexp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_median_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_normalize_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_prod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_select_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_softmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_softmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_std_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_sum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_masked_var_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_matmul_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_matrix_exp_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_max_binary_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_max_reduction_no_dim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_max_reduction_with_dim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_maximum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_median_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_min_binary_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_min_reduction_no_dim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_min_reduction_with_dim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_minimum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mode_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_movedim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_msort_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mul_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_multinomial_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nan_to_num_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nanmean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nanmedian_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nanquantile_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nansum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_narrow_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_narrow_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_native_batch_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_native_dropout_backward_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_native_layer_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ne_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_neg_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_new_empty_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_new_empty_strided_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_new_full_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_new_ones_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_new_zeros_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nextafter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_avg_pool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_batch_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_bilinear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_celu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_cross_entropy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_ctc_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_dropout2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_dropout3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_dropout_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_elu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_embedding_bag_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_embedding_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_gelu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_glu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_grid_sample_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_group_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_hardshrink_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_hardswish_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_hardtanh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_huber_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_instance_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_area_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_bilinear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_kl_div_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_l1_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_layer_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_leaky_relu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_linear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_local_response_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_logsigmoid_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_pool1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_pool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_pool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_mish_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_mse_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_nll_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_normalize_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_one_hot_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pad_circular_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pad_constant_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pad_reflect_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pad_replicate_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pdist_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pixel_shuffle_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_prelu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_relu6_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_relu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_rms_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_rrelu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_selu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_silu_complex_cuda_complex64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_silu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_softmin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_softplus_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_softshrink_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_softsign_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_tanhshrink_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_threshold_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_unfold_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nonzero_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_nonzero_static_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_norm_fro_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_norm_inf_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_norm_nuc_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_normal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_normal_in_place_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_normal_number_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ones_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ones_like_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ormqr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_outer_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_pca_lowrank_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_permute_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_permute_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_pinverse_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_polar_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_polygamma_polygamma_n_3_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_positive_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_pow_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_prod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_put_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_qr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_quantile_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_rad2deg_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_rand_like_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_randint_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_randint_like_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_randn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_randn_like_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_ravel_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_real_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_reciprocal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_remainder_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_renorm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_repeat_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_repeat_interleave_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_reshape_as_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_reshape_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_resize__cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_resize_as__cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_resolve_conj_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_resolve_neg_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_roll_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_rot90_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_round_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_round_decimals_0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_round_decimals_3_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_round_decimals_neg_3_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_rsqrt_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_rsub_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scalar_tensor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_add_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_reduce_amax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_reduce_amin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_reduce_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_reduce_prod_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_scatter_reduce_sum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_searchsorted_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_select_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_select_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sgn_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_short_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_short_functorch_no_channels_last_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sigmoid_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sign_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_bartlett_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_blackman_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_cosine_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_exponential_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_gaussian_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_general_cosine_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_general_hamming_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_hamming_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_hann_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_kaiser_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signal_windows_nuttall_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_signbit_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sin_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sinc_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sinh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_slice_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_slice_scatter_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_softmax_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_softmax_with_dtype_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sort_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sparse_mm_reduce_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sparse_sampled_addmm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_airy_ai_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_bessel_j0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_bessel_j1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_bessel_y0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_bessel_y1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_entr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_erfcx_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_hermite_polynomial_h_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_hermite_polynomial_he_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_i0e_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_i1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_i1e_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_legendre_polynomial_p_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_log_ndtr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_modified_bessel_i0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_modified_bessel_i1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_modified_bessel_k0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_modified_bessel_k1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_ndtr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_ndtri_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_spherical_bessel_j0_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_xlog1py_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_special_zeta_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_split_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_split_list_args_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_split_with_sizes_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_split_with_sizes_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sqrt_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_square_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_squeeze_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_squeeze_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_squeeze_multiple_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_stack_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_std_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_std_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_std_mean_unbiased_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_std_unbiased_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_stft_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sub_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sum_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_sum_to_size_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_svd_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_svd_lowrank_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_t_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_t_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_take_along_dim_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_take_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tan_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tanh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tensor_split_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tensordot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tile_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_to_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_to_sparse_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_topk_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_torch__scaled_mm_cuda_float8_e4m3fn, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_torch__scaled_mm_v2_cuda_float8_e4m3fn, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_torch_ops_aten__flash_attention_forward_cuda_float16, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_trace_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_transpose_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_transpose_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_trapezoid_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_trapz_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_triangular_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tril_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_tril_indices_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_triu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_triu_indices_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_true_divide_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_trunc_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unbind_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unbind_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unflatten_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unfold_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unfold_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_uniform_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unique_consecutive_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unique_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unravel_index_cuda_int64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unsafe_chunk_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unsafe_split_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unsqueeze_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_unsqueeze_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_var_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_var_mean_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_var_mean_unbiased_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_var_unbiased_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_vdot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_view_as_complex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_view_as_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_view_as_real_cuda_complex64, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_view_copy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_view_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_vsplit_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_vstack_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_where_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_xlogy_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_zero__cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_zeros_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_exhaustive_zeros_like_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_cholesky_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_cholesky_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_cond_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_cross_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_det_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_diagonal_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_eig_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_eigh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_eigvals_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_eigvalsh_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_householder_product_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_inv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_inv_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_ldl_factor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_ldl_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_lstsq_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_lu_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_lu_factor_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_lu_factor_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_lu_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_matrix_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_matrix_power_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_matrix_rank_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_multi_dot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_pinv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_pinv_hermitian_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_pinv_singular_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_qr_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_slogdet_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_solve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_solve_ex_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_solve_triangular_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_svd_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_svdvals_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_tensorinv_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_tensorsolve_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_vander_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_vecdot_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_linalg_failure_1D_input_linalg_vector_norm_cuda_float32, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_multi_dot_failure_1D_input_cuda, test/functorch/test_vmap.py::TestVmapOperatorsOpInfoCUDA::test_vmap_with_anomaly_detection_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_add_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_binary_cross_entropy_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_diagonal_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_div_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_expand_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_index_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_inplace_manyview_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_inplace_view_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_lgamma_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_log1p_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_log_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_log_softmax_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_logsumexp_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_max_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_median_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_min_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_mul_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_permute_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend0_randomness_different_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend0_randomness_error_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend0_randomness_same_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend1_randomness_different_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend1_randomness_error_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend1_randomness_same_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend2_randomness_different_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend2_randomness_error_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend2_randomness_same_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend3_randomness_different_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend3_randomness_error_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_randomness_backend3_randomness_same_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_reshape_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_sdpa_backend0_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_sdpa_backend1_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_sdpa_backend2_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_sdpa_backend3_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_select_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_sigmoid_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_slice_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_stack_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_sub_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_threshold_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_trace_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_unrelated_output_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_unrelated_output_multiple_grad_cuda, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_vmap_fallback_check_ok, test/functorch/test_vmap.py::TestVmapBatchedGradientCUDA::test_where_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_grad_and_value_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_grad_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_jacfwd_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_jacrev_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_jvp_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_vjp_cuda, test/functorch/test_vmap.py::TestTransformFailureCUDA::test_fails_with_autograd_function_transform_vmap_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_different_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_different_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_different_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_error_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_error_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_error_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_same_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_same_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_alpha_dropout_randomness_same_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_first_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_first_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_first_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_last_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_last_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_last_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_none_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_none_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_different_batched_input_none_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_first_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_first_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_first_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_last_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_last_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_last_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_none_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_none_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_error_batched_input_none_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_same_batched_input_first_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_same_batched_input_first_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_same_batched_input_first_batched_probability_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_same_batched_input_last_batched_probability_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_same_batched_input_last_batched_probability_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_bernoulli_in_place_use_generator_False_randomness_same_batched_input_last_batched_probability_none_cuda, 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test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_last_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_last_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_none_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_none_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_different_batched_input_none_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_first_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_first_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_first_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_last_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_last_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_last_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_none_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_none_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_error_batched_input_none_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_first_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_first_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_first_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_last_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_last_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_last_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_none_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_none_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_False_randomness_same_batched_input_none_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_first_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_first_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_first_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_last_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_last_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_last_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_none_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_none_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_different_batched_input_none_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_first_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_first_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_first_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_last_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_last_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_last_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_none_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_none_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_error_batched_input_none_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_first_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_first_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_first_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_last_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_last_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_last_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_none_batched_other_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_none_batched_other_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_binary_out_of_place_use_generator_True_randomness_same_batched_input_none_batched_other_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_different_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_different_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_different_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_error_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_error_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_error_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_same_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_same_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_False_randomness_same_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_different_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_different_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_different_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_error_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_error_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_error_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_same_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_same_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_inplace_use_generator_True_randomness_same_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_different_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_different_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_different_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_error_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_error_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_error_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_same_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_same_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_False_randomness_same_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_different_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_different_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_different_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_error_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_error_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_error_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_same_batched_input_first_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_same_batched_input_last_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_random_unary_out_of_place_use_generator_True_randomness_same_batched_input_none_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_randperm_randomness_different_use_generator_False_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_randperm_randomness_different_use_generator_True_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_randperm_randomness_error_use_generator_False_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_randperm_randomness_error_use_generator_True_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_randperm_randomness_same_use_generator_False_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_randperm_randomness_same_use_generator_True_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_unsupported_random_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_0_out_dim_0_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_0_out_dim_1_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_0_out_dim_2_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_1_out_dim_0_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_1_out_dim_1_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_1_out_dim_2_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_2_out_dim_0_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_2_out_dim_1_cuda, test/functorch/test_vmap.py::TestRandomnessCUDA::test_vmap_chunksize_in_dim_2_out_dim_2_cuda, test/functorch/test_vmap.py::TestVmapDeviceTypeCUDA::test__is_all_true_cuda, test/functorch/test_vmap.py::TestVmapDeviceTypeCUDA::test__is_any_true_cuda, test/functorch/test_vmap.py::TestVmapDeviceTypeCUDA::test_check_tensor_cuda, test/functorch/test_vmap.py::TestVmapDeviceTypeCUDA::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapDeviceTypeCUDA::test_vmap_fallback_check_ok, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_cat_batching_rule_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_fallback_binary_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_fallback_binary_nt_and_batched_dense_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_fallback_binary_nt_and_unbatched_dense_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_fallback_unary_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_fallback_with_nt_and_batched_dense_with_nonzero_bdim_raises_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_multilevel_vmap_raises_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_nt_acts_as_dense_in_vmap_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_nt_with_nonzero_in_dim_raises_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_nt_with_nonzero_out_dim_raises_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_shape_call_cuda, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_vmap_fallback_check, test/functorch/test_vmap.py::TestVmapNestedTensorCUDA::test_vmap_fallback_check_ok 2025-12-04T13:36:17.9584130Z 2025-12-04T13:36:17.9584369Z Finished functorch/test_vmap 1/1 ... [2025-12-04 13:36:17.828469][17914.758521707], took 5.52min 2025-12-04T13:36:17.9585083Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/functorch.test_vmap/functorch.test_vmap-74a4cb08d8540aa2.xml 2025-12-04T13:36:18.0208864Z Running profiler/test_python_tracer 1/1 ... [2025-12-04 13:36:18.020622][17914.950678695] 2025-12-04T13:36:18.0209343Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:36:18.0211993Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:36:18.020927] 2025-12-04T13:36:24.5470482Z 2025-12-04T13:36:24.5472543Z 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_7dc6d394504963f6_.log 2025-12-04T13:36:24.5476227Z 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 2025-12-04T13:36:24.5477448Z 2025-12-04T13:36:24.5477728Z Finished profiler/test_python_tracer 1/1 ... [2025-12-04 13:36:24.546569][17921.476621724], took 0.11min 2025-12-04T13:36:24.5636946Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/profiler.test_python_tracer/profiler.test_python_tracer-6dc6a212ffc0070f.xml 2025-12-04T13:36:24.6601245Z Running cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility 1/1 ... [2025-12-04 13:36:24.659833][17921.589891051] 2025-12-04T13:36:24.6601907Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:36:24.6604950Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:36:24.660193] 2025-12-04T13:36:46.0095452Z 2025-12-04T13:36:46.0097140Z cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility 1/1 was successful, full logs can be found in artifacts with path test/test-reports/cpp_extensions.libtorch_agnostic_2_10_extension.test_version_compatibility_1.1_9c260c5a60822b92_.log 2025-12-04T13:36:46.0111403Z Running 23 items in this shard: test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_get_any_data_ptr_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_get_template_any_data_ptr_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_make_tensor_clones_and_call_foreach_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_mv_tensor_accessor_cpu_works_with_2_9, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_mv_tensor_accessor_cuda_works_with_2_9, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my__foreach_mul__requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my__foreach_mul_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my_empty_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my_reshape_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my_shape_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my_string_op_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_my_view_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_cublas_handle_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_cuda_stream_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_device_constructor_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_device_equality_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_device_index_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_device_is_cpu_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_device_is_cuda_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_device_set_index_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_get_num_threads_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_parallel_for_requires_2_10, test/cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility.py::FunctionVersionCompatibilityTest::test_test_tensor_device_requires_2_10 2025-12-04T13:36:46.0122134Z 2025-12-04T13:36:46.0122501Z Finished cpp_extensions/libtorch_agnostic_2_10_extension/test_version_compatibility 1/1 ... [2025-12-04 13:36:46.009223][17942.939276229], took 0.36min 2025-12-04T13:36:46.0264098Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/cpp_extensions.libtorch_agnostic_2_10_extension.test_version_compatibility/cpp_extensions.libtorch_agnostic_2_10_extension.test_version_compatibility-25d08e11a628cc35.xml 2025-12-04T13:36:46.1040905Z Running test_autoload_disable 1/1 ... [2025-12-04 13:36:46.103832][17943.033889492] 2025-12-04T13:36:46.3884546Z Processing /var/lib/jenkins/workspace/test/cpp_extensions 2025-12-04T13:36:49.1223222Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:36:49.1244417Z [?25hBuilding wheels for collected packages: torch_test_cpp_extension 2025-12-04T13:38:02.8186906Z Building wheel for torch_test_cpp_extension (pyproject.toml) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - done 2025-12-04T13:38:02.8305746Z [?25h Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp310-cp310-linux_x86_64.whl size=13199649 sha256=87388be487e7f301919980ec7db9374308fc296a488c95d75d20f607a5bf0fa2 2025-12-04T13:38:02.8308378Z Stored in directory: /tmp/pip-ephem-wheel-cache-5tdhk_lb/wheels/2b/79/8d/635cf291e138cfea331292ca746c62b61fade208eb55a7e3a1 2025-12-04T13:38:02.8324980Z Successfully built torch_test_cpp_extension 2025-12-04T13:38:03.1351317Z Installing collected packages: torch_test_cpp_extension 2025-12-04T13:38:03.3130723Z Successfully installed torch_test_cpp_extension-0.0.0 2025-12-04T13:38:05.5787502Z 2025-12-04T13:38:05.5787968Z Running tests... 2025-12-04T13:38:05.5788346Z ---------------------------------------------------------------------- 2025-12-04T13:38:05.8620386Z . 2025-12-04T13:38:05.8620758Z ---------------------------------------------------------------------- 2025-12-04T13:38:05.8621116Z Ran 1 test in 0.283s 2025-12-04T13:38:05.8621263Z 2025-12-04T13:38:05.8621336Z OK 2025-12-04T13:38:05.8621441Z 2025-12-04T13:38:05.8621534Z Generating XML reports... 2025-12-04T13:38:06.4311580Z Finished test_autoload_disable 1/1 ... [2025-12-04 13:38:06.430757][18023.360802966], took 1.34min 2025-12-04T13:38:06.4481955Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-unittest/test_autoload/TEST-TestDeviceBackendAutoload-20251204133805.xml 2025-12-04T13:38:06.5470634Z Running test_cpp_extensions_aot_ninja 1/1 ... [2025-12-04 13:38:06.546792][18023.476848586] 2025-12-04T13:38:06.8755383Z Processing /var/lib/jenkins/workspace/test/cpp_extensions 2025-12-04T13:38:09.6493792Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:38:09.6515723Z [?25hBuilding wheels for collected packages: torch_test_cpp_extension 2025-12-04T13:39:24.4094309Z Building wheel for torch_test_cpp_extension (pyproject.toml) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ done 2025-12-04T13:39:24.4232969Z [?25h Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp310-cp310-linux_x86_64.whl size=16081740 sha256=34d6a17185e09587021910bb8cc346eac1fc057d31f003eb249bfded96faee5e 2025-12-04T13:39:24.4235526Z Stored in directory: /tmp/pip-ephem-wheel-cache-rho0zaiz/wheels/2b/79/8d/635cf291e138cfea331292ca746c62b61fade208eb55a7e3a1 2025-12-04T13:39:24.4252310Z Successfully built torch_test_cpp_extension 2025-12-04T13:39:24.7316781Z Installing collected packages: torch_test_cpp_extension 2025-12-04T13:39:24.9527484Z Successfully installed torch_test_cpp_extension-0.0.0 2025-12-04T13:39:25.2839025Z Processing /var/lib/jenkins/workspace/test/cpp_extensions/no_python_abi_suffix_test 2025-12-04T13:39:26.8984921Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:39:26.9009759Z [?25hBuilding wheels for collected packages: no_python_abi_suffix_test 2025-12-04T13:39:28.7866126Z Building wheel for no_python_abi_suffix_test (pyproject.toml) ... [?25l- \ | done 2025-12-04T13:39:28.7873719Z [?25h Created wheel for no_python_abi_suffix_test: filename=no_python_abi_suffix_test-0.0.0-cp310-cp310-linux_x86_64.whl size=2944 sha256=1d1fcb9da8fb44a9bd55c9ff30626c342dc32573e1e9e69df65004dca73b47e4 2025-12-04T13:39:28.7874885Z Stored in directory: /tmp/pip-ephem-wheel-cache-_kwylagc/wheels/8c/c7/11/bcf2bfbdebb3cf78b8211ac54acc945a8fdf1732548d147a80 2025-12-04T13:39:28.7892704Z Successfully built no_python_abi_suffix_test 2025-12-04T13:39:29.0930849Z Installing collected packages: no_python_abi_suffix_test 2025-12-04T13:39:29.1048296Z Successfully installed no_python_abi_suffix_test-0.0.0 2025-12-04T13:39:29.1911813Z * Getting build dependencies for wheel... 2025-12-04T13:39:30.4963647Z running egg_info 2025-12-04T13:39:30.5033825Z creating python_agnostic.egg-info 2025-12-04T13:39:30.5034716Z writing python_agnostic.egg-info/PKG-INFO 2025-12-04T13:39:30.5038396Z writing dependency_links to python_agnostic.egg-info/dependency_links.txt 2025-12-04T13:39:30.5040688Z writing top-level names to python_agnostic.egg-info/top_level.txt 2025-12-04T13:39:30.5041754Z writing manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:39:30.5456609Z reading manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:39:30.5463573Z writing manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:39:30.8331200Z * Building wheel... 2025-12-04T13:39:32.1265207Z running bdist_wheel 2025-12-04T13:39:32.1815509Z running build 2025-12-04T13:39:32.1815757Z running build_ext 2025-12-04T13:39:32.1847163Z building 'python_agnostic._C' extension 2025-12-04T13:39:32.1850390Z creating /var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/build/temp.linux-x86_64-cpython-310/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/python_agnostic/csrc 2025-12-04T13:39:42.6808173Z [1/1] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/build/temp.linux-x86_64-cpython-310/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/python_agnostic/csrc/ultra_norm.o.d -I/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/include -I/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/usr/local/cuda/include -I/opt/conda/envs/py_3.10/include/python3.10 -c -c /var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/python_agnostic/csrc/ultra_norm.cu -o /var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/build/temp.linux-x86_64-cpython-310/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/python_agnostic/csrc/ultra_norm.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DTORCH_API_INCLUDE_EXTENSION_H -DPy_LIMITED_API=0x030A0000 -DTORCH_EXTENSION_NAME=_C -gencode=arch=compute_89,code=sm_89 -std=c++17 2025-12-04T13:39:42.6872888Z creating build/lib.linux-x86_64-cpython-310/python_agnostic 2025-12-04T13:39:42.6877855Z g++ -pthread -B /opt/conda/envs/py_3.10/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/envs/py_3.10/include -fPIC -O2 -isystem /opt/conda/envs/py_3.10/include -pthread -B /opt/conda/envs/py_3.10/compiler_compat -shared /var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/build/temp.linux-x86_64-cpython-310/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/python_agnostic/csrc/ultra_norm.o -L/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib -L/usr/local/cuda/lib64 -lc10 -ltorch -ltorch_cpu -lcudart -lc10_cuda -ltorch_cuda -o build/lib.linux-x86_64-cpython-310/python_agnostic/_C.so 2025-12-04T13:39:43.0200607Z installing to build/bdist.linux-x86_64/wheel 2025-12-04T13:39:43.0200984Z running install 2025-12-04T13:39:43.0240353Z running install_lib 2025-12-04T13:39:43.0305434Z creating build/bdist.linux-x86_64/wheel 2025-12-04T13:39:43.0307783Z creating build/bdist.linux-x86_64/wheel/python_agnostic 2025-12-04T13:39:43.0309254Z copying build/lib.linux-x86_64-cpython-310/python_agnostic/_C.so -> build/bdist.linux-x86_64/wheel/./python_agnostic 2025-12-04T13:39:43.0315027Z running install_egg_info 2025-12-04T13:39:43.0379805Z running egg_info 2025-12-04T13:39:43.0439383Z writing python_agnostic.egg-info/PKG-INFO 2025-12-04T13:39:43.0442960Z writing dependency_links to python_agnostic.egg-info/dependency_links.txt 2025-12-04T13:39:43.0455546Z writing top-level names to python_agnostic.egg-info/top_level.txt 2025-12-04T13:39:43.0535670Z reading manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:39:43.0544508Z writing manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:39:43.0561291Z Copying python_agnostic.egg-info to build/bdist.linux-x86_64/wheel/./python_agnostic-0.0-py3.10.egg-info 2025-12-04T13:39:43.0568626Z running install_scripts 2025-12-04T13:39:43.0677946Z creating build/bdist.linux-x86_64/wheel/python_agnostic-0.0.dist-info/WHEEL 2025-12-04T13:39:43.0682322Z creating '/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/dist/.tmp-no3nftl8/python_agnostic-0.0-cp39-abi3-linux_x86_64.whl' and adding 'build/bdist.linux-x86_64/wheel' to it 2025-12-04T13:39:43.0837012Z adding 'python_agnostic/_C.so' 2025-12-04T13:39:43.0842847Z adding 'python_agnostic-0.0.dist-info/METADATA' 2025-12-04T13:39:43.0843938Z adding 'python_agnostic-0.0.dist-info/WHEEL' 2025-12-04T13:39:43.0845179Z adding 'python_agnostic-0.0.dist-info/top_level.txt' 2025-12-04T13:39:43.0845984Z adding 'python_agnostic-0.0.dist-info/RECORD' 2025-12-04T13:39:43.0846762Z removing build/bdist.linux-x86_64/wheel 2025-12-04T13:39:43.3362360Z Successfully built python_agnostic-0.0-cp39-abi3-linux_x86_64.whl 2025-12-04T13:39:43.6328578Z Processing /var/lib/jenkins/workspace/test/cpp_extensions/libtorch_agnostic_2_9_extension 2025-12-04T13:39:45.2639772Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:39:45.2660709Z [?25hRequirement already satisfied: torch in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from libtorch_agnostic_2_9==0.0) (2.10.0a0+gitffd9b0f) 2025-12-04T13:39:45.2683023Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (3.18.0) 2025-12-04T13:39:45.2687205Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (4.12.2) 2025-12-04T13:39:45.2691122Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (1.13.3) 2025-12-04T13:39:45.2694912Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (2.8.8) 2025-12-04T13:39:45.2697974Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (3.1.6) 2025-12-04T13:39:45.2702545Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (2025.10.0) 2025-12-04T13:39:45.3039775Z 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->libtorch_agnostic_2_9==0.0) (1.3.0) 2025-12-04T13:39:45.3087451Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch->libtorch_agnostic_2_9==0.0) (3.0.3) 2025-12-04T13:39:45.3095869Z Building wheels for collected packages: libtorch_agnostic_2_9 2025-12-04T13:39:47.2927105Z Building wheel for libtorch_agnostic_2_9 (pyproject.toml) ... [?25l- \ done 2025-12-04T13:39:47.2936429Z [?25h Created wheel for libtorch_agnostic_2_9: filename=libtorch_agnostic_2_9-0.0-cp39-abi3-linux_x86_64.whl size=55939 sha256=7a57cd8c575a8d7e27a4f191ea34751bd4a1290fa996ab5937fcc0a4a5f04dc4 2025-12-04T13:39:47.2937787Z Stored in directory: /tmp/pip-ephem-wheel-cache-vx1u2qri/wheels/e1/56/0d/91ac1e918c8015b48f6a77f66abeeb8427a8788f7d37715e0e 2025-12-04T13:39:47.2955211Z Successfully built libtorch_agnostic_2_9 2025-12-04T13:39:47.5619246Z Installing collected packages: libtorch_agnostic_2_9 2025-12-04T13:39:47.5790631Z Successfully installed libtorch_agnostic_2_9-0.0 2025-12-04T13:39:47.9024512Z Processing /var/lib/jenkins/workspace/test/cpp_extensions/libtorch_agnostic_2_10_extension 2025-12-04T13:39:49.5098286Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:39:49.5119981Z [?25hRequirement already satisfied: torch in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from libtorch_agnostic_2_10==0.0) (2.10.0a0+gitffd9b0f) 2025-12-04T13:39:49.5141387Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (3.18.0) 2025-12-04T13:39:49.5145183Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (4.12.2) 2025-12-04T13:39:49.5148927Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (1.13.3) 2025-12-04T13:39:49.5152851Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (2.8.8) 2025-12-04T13:39:49.5155578Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (3.1.6) 2025-12-04T13:39:49.5159521Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (2025.10.0) 2025-12-04T13:39:49.5479098Z 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->libtorch_agnostic_2_10==0.0) (1.3.0) 2025-12-04T13:39:49.5527662Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch->libtorch_agnostic_2_10==0.0) (3.0.3) 2025-12-04T13:39:49.5535680Z Building wheels for collected packages: libtorch_agnostic_2_10 2025-12-04T13:39:51.6183584Z Building wheel for libtorch_agnostic_2_10 (pyproject.toml) ... [?25l- \ done 2025-12-04T13:39:51.6191826Z [?25h Created wheel for libtorch_agnostic_2_10: filename=libtorch_agnostic_2_10-0.0-cp39-abi3-linux_x86_64.whl size=83384 sha256=6f5a0cc2454a1307b49e38ee7003c3f73d018a0068f28e3d7ca6a2a8520c1668 2025-12-04T13:39:51.6193300Z Stored in directory: /tmp/pip-ephem-wheel-cache-y908_gmy/wheels/03/17/c4/d9b9dbd12b271a9a317a75e944d0966701385d67eac86f2c1a 2025-12-04T13:39:51.6211110Z Successfully built libtorch_agnostic_2_10 2025-12-04T13:39:51.8867020Z Installing collected packages: libtorch_agnostic_2_10 2025-12-04T13:39:51.9021329Z Successfully installed libtorch_agnostic_2_10-0.0 2025-12-04T13:39:51.9431914Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:39:51.9435434Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cpp_extensions_aot_ninja.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:39:51.943266] 2025-12-04T13:39:55.4927464Z 2025-12-04T13:39:55.4928649Z test_cpp_extensions_aot_ninja 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_aot_ninja_1.1_d859435ad46e06b3_.log 2025-12-04T13:39:55.4935496Z Running 21 items in this shard: test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_backward, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cublas_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cuda_dlink_libs, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cuda_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_cusolver_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_extension_function, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_extension_module, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_mps_extension, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_no_python_abi_suffix_sets_the_correct_library_name, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_optional, test/test_cpp_extensions_aot_ninja.py::TestCppExtensionAOT::test_sycl_extension, test/test_cpp_extensions_aot_ninja.py::TestPybindTypeCasters::test_pybind_return_types, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_add, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_autocast_apis_for_maia_device, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_conv_backend_override, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_matmul_autocast_default_precision, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_matmul_autocast_float16_precision, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_unregistered, test/test_cpp_extensions_aot_ninja.py::TestMAIATensor::test_zeros, test/test_cpp_extensions_aot_ninja.py::TestRNGExtension::test_rng, test/test_cpp_extensions_aot_ninja.py::TestTorchLibrary::test_torch_library 2025-12-04T13:39:55.4940606Z 2025-12-04T13:39:55.4940847Z Finished test_cpp_extensions_aot_ninja 1/1 ... [2025-12-04 13:39:55.492603][18132.422656241], took 1.82min 2025-12-04T13:39:55.5101166Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_cpp_extensions_aot_ninja/test_cpp_extensions_aot_ninja-d3d3269473110486.xml 2025-12-04T13:39:55.6060193Z Running test_cpp_extensions_aot_no_ninja 1/1 ... [2025-12-04 13:39:55.605757][18132.535814183] 2025-12-04T13:39:55.9122028Z Processing /var/lib/jenkins/workspace/test/cpp_extensions 2025-12-04T13:39:58.6754305Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:39:58.6775442Z [?25hBuilding wheels for collected packages: torch_test_cpp_extension 2025-12-04T13:41:12.1369085Z Building wheel for torch_test_cpp_extension (pyproject.toml) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - done 2025-12-04T13:41:12.1488073Z [?25h Created wheel for torch_test_cpp_extension: filename=torch_test_cpp_extension-0.0.0-cp310-cp310-linux_x86_64.whl size=13199649 sha256=f00f9e8167ebe2083f613301137e13519ae225a0fde97533eade2c628ae38316 2025-12-04T13:41:12.1490945Z Stored in directory: /tmp/pip-ephem-wheel-cache-ofjwrkep/wheels/2b/79/8d/635cf291e138cfea331292ca746c62b61fade208eb55a7e3a1 2025-12-04T13:41:12.1509445Z Successfully built torch_test_cpp_extension 2025-12-04T13:41:12.4564230Z Installing collected packages: torch_test_cpp_extension 2025-12-04T13:41:12.6388379Z Successfully installed torch_test_cpp_extension-0.0.0 2025-12-04T13:41:12.9706133Z Processing /var/lib/jenkins/workspace/test/cpp_extensions/no_python_abi_suffix_test 2025-12-04T13:41:14.5812323Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:41:14.5834007Z [?25hBuilding wheels for collected packages: no_python_abi_suffix_test 2025-12-04T13:41:16.3571021Z Building wheel for no_python_abi_suffix_test (pyproject.toml) ... [?25l- \ done 2025-12-04T13:41:16.3579206Z [?25h Created wheel for no_python_abi_suffix_test: filename=no_python_abi_suffix_test-0.0.0-cp310-cp310-linux_x86_64.whl size=2944 sha256=ac3cd8e48132a534e530853b08a391252128c6a42365fe0422090a675d3ca429 2025-12-04T13:41:16.3580803Z Stored in directory: /tmp/pip-ephem-wheel-cache-l3db_3c9/wheels/8c/c7/11/bcf2bfbdebb3cf78b8211ac54acc945a8fdf1732548d147a80 2025-12-04T13:41:16.3598651Z Successfully built no_python_abi_suffix_test 2025-12-04T13:41:16.6632320Z Installing collected packages: no_python_abi_suffix_test 2025-12-04T13:41:16.6748310Z Successfully installed no_python_abi_suffix_test-0.0.0 2025-12-04T13:41:16.7631170Z * Getting build dependencies for wheel... 2025-12-04T13:41:18.0617536Z running egg_info 2025-12-04T13:41:18.0687322Z writing python_agnostic.egg-info/PKG-INFO 2025-12-04T13:41:18.0691084Z writing dependency_links to python_agnostic.egg-info/dependency_links.txt 2025-12-04T13:41:18.0693871Z writing top-level names to python_agnostic.egg-info/top_level.txt 2025-12-04T13:41:18.1101420Z reading manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:41:18.1110193Z writing manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:41:18.4054926Z * Building wheel... 2025-12-04T13:41:19.6983414Z running bdist_wheel 2025-12-04T13:41:19.7528401Z running build 2025-12-04T13:41:19.7528999Z running build_ext 2025-12-04T13:41:19.7560080Z building 'python_agnostic._C' extension 2025-12-04T13:41:19.8198796Z ninja: no work to do. 2025-12-04T13:41:19.8235769Z g++ -pthread -B /opt/conda/envs/py_3.10/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /opt/conda/envs/py_3.10/include -fPIC -O2 -isystem /opt/conda/envs/py_3.10/include -pthread -B /opt/conda/envs/py_3.10/compiler_compat -shared /var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/build/temp.linux-x86_64-cpython-310/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/python_agnostic/csrc/ultra_norm.o -L/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib -L/usr/local/cuda/lib64 -lc10 -ltorch -ltorch_cpu -lcudart -lc10_cuda -ltorch_cuda -o build/lib.linux-x86_64-cpython-310/python_agnostic/_C.so 2025-12-04T13:41:20.1572311Z installing to build/bdist.linux-x86_64/wheel 2025-12-04T13:41:20.1572676Z running install 2025-12-04T13:41:20.1611956Z running install_lib 2025-12-04T13:41:20.1680975Z creating build/bdist.linux-x86_64/wheel 2025-12-04T13:41:20.1682773Z creating build/bdist.linux-x86_64/wheel/python_agnostic 2025-12-04T13:41:20.1683983Z copying build/lib.linux-x86_64-cpython-310/python_agnostic/_C.so -> build/bdist.linux-x86_64/wheel/./python_agnostic 2025-12-04T13:41:20.1690124Z running install_egg_info 2025-12-04T13:41:20.1759018Z running egg_info 2025-12-04T13:41:20.1821714Z writing python_agnostic.egg-info/PKG-INFO 2025-12-04T13:41:20.1825462Z writing dependency_links to python_agnostic.egg-info/dependency_links.txt 2025-12-04T13:41:20.1828399Z writing top-level names to python_agnostic.egg-info/top_level.txt 2025-12-04T13:41:20.1894993Z reading manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:41:20.1903941Z writing manifest file 'python_agnostic.egg-info/SOURCES.txt' 2025-12-04T13:41:20.1905657Z Copying python_agnostic.egg-info to build/bdist.linux-x86_64/wheel/./python_agnostic-0.0-py3.10.egg-info 2025-12-04T13:41:20.1912327Z running install_scripts 2025-12-04T13:41:20.2019811Z creating build/bdist.linux-x86_64/wheel/python_agnostic-0.0.dist-info/WHEEL 2025-12-04T13:41:20.2023837Z creating '/var/lib/jenkins/workspace/test/cpp_extensions/python_agnostic_extension/dist/.tmp-mgk9zk5b/python_agnostic-0.0-cp39-abi3-linux_x86_64.whl' and adding 'build/bdist.linux-x86_64/wheel' to it 2025-12-04T13:41:20.2180268Z adding 'python_agnostic/_C.so' 2025-12-04T13:41:20.2186092Z adding 'python_agnostic-0.0.dist-info/METADATA' 2025-12-04T13:41:20.2187145Z adding 'python_agnostic-0.0.dist-info/WHEEL' 2025-12-04T13:41:20.2188169Z adding 'python_agnostic-0.0.dist-info/top_level.txt' 2025-12-04T13:41:20.2189462Z adding 'python_agnostic-0.0.dist-info/RECORD' 2025-12-04T13:41:20.2190163Z removing build/bdist.linux-x86_64/wheel 2025-12-04T13:41:20.4789412Z Successfully built python_agnostic-0.0-cp39-abi3-linux_x86_64.whl 2025-12-04T13:41:20.7748742Z Processing /var/lib/jenkins/workspace/test/cpp_extensions/libtorch_agnostic_2_9_extension 2025-12-04T13:41:22.4076340Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:41:22.4101749Z [?25hRequirement already satisfied: torch in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from libtorch_agnostic_2_9==0.0) (2.10.0a0+gitffd9b0f) 2025-12-04T13:41:22.4128315Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (3.18.0) 2025-12-04T13:41:22.4132969Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (4.12.2) 2025-12-04T13:41:22.4137232Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (1.13.3) 2025-12-04T13:41:22.4141401Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (2.8.8) 2025-12-04T13:41:22.4145071Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (3.1.6) 2025-12-04T13:41:22.4149003Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_9==0.0) (2025.10.0) 2025-12-04T13:41:22.4472144Z 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->libtorch_agnostic_2_9==0.0) (1.3.0) 2025-12-04T13:41:22.4520289Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch->libtorch_agnostic_2_9==0.0) (3.0.3) 2025-12-04T13:41:22.4528929Z Building wheels for collected packages: libtorch_agnostic_2_9 2025-12-04T13:41:24.4442564Z Building wheel for libtorch_agnostic_2_9 (pyproject.toml) ... [?25l- \ done 2025-12-04T13:41:24.4450669Z [?25h Created wheel for libtorch_agnostic_2_9: filename=libtorch_agnostic_2_9-0.0-cp39-abi3-linux_x86_64.whl size=55939 sha256=0098a7f5478328354eafe82a20f11873fe7e4f049e0d647dcd67c438e632e903 2025-12-04T13:41:24.4451997Z Stored in directory: /tmp/pip-ephem-wheel-cache-3w1otz14/wheels/e1/56/0d/91ac1e918c8015b48f6a77f66abeeb8427a8788f7d37715e0e 2025-12-04T13:41:24.4469018Z Successfully built libtorch_agnostic_2_9 2025-12-04T13:41:24.7111788Z Installing collected packages: libtorch_agnostic_2_9 2025-12-04T13:41:24.7252014Z Successfully installed libtorch_agnostic_2_9-0.0 2025-12-04T13:41:25.0495517Z Processing /var/lib/jenkins/workspace/test/cpp_extensions/libtorch_agnostic_2_10_extension 2025-12-04T13:41:26.6699272Z Preparing metadata (pyproject.toml) ... [?25l- done 2025-12-04T13:41:26.6720803Z [?25hRequirement already satisfied: torch in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from libtorch_agnostic_2_10==0.0) (2.10.0a0+gitffd9b0f) 2025-12-04T13:41:26.6742930Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (3.18.0) 2025-12-04T13:41:26.6747179Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (4.12.2) 2025-12-04T13:41:26.6751145Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (1.13.3) 2025-12-04T13:41:26.6755149Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (2.8.8) 2025-12-04T13:41:26.6758349Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (3.1.6) 2025-12-04T13:41:26.6762438Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch->libtorch_agnostic_2_10==0.0) (2025.10.0) 2025-12-04T13:41:26.7087375Z 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->libtorch_agnostic_2_10==0.0) (1.3.0) 2025-12-04T13:41:26.7135713Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch->libtorch_agnostic_2_10==0.0) (3.0.3) 2025-12-04T13:41:26.7144146Z Building wheels for collected packages: libtorch_agnostic_2_10 2025-12-04T13:41:28.7603853Z Building wheel for libtorch_agnostic_2_10 (pyproject.toml) ... [?25l- \ done 2025-12-04T13:41:28.7612358Z [?25h Created wheel for libtorch_agnostic_2_10: filename=libtorch_agnostic_2_10-0.0-cp39-abi3-linux_x86_64.whl size=83384 sha256=3a8f5ed19b2e727299b6c5e660662c73bcf03dc6a773043a1db82c0531739ec9 2025-12-04T13:41:28.7613514Z Stored in directory: /tmp/pip-ephem-wheel-cache-v8ys5wd5/wheels/03/17/c4/d9b9dbd12b271a9a317a75e944d0966701385d67eac86f2c1a 2025-12-04T13:41:28.7631324Z Successfully built libtorch_agnostic_2_10 2025-12-04T13:41:29.0318731Z Installing collected packages: libtorch_agnostic_2_10 2025-12-04T13:41:29.0465391Z Successfully installed libtorch_agnostic_2_10-0.0 2025-12-04T13:41:29.0883822Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-12-04T13:41:29.0887210Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cpp_extensions_aot_no_ninja.py', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-12-04 13:41:29.088440] 2025-12-04T13:41:32.6267275Z 2025-12-04T13:41:32.6268311Z test_cpp_extensions_aot_no_ninja 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cpp_extensions_aot_no_ninja_1.1_667bf3fdc0eb9838_.log 2025-12-04T13:41:32.6274948Z Running 21 items in this shard: test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_backward, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cublas_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cuda_dlink_libs, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cuda_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_cusolver_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_extension_function, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_extension_module, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_mps_extension, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_no_python_abi_suffix_sets_the_correct_library_name, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_optional, test/test_cpp_extensions_aot_no_ninja.py::TestCppExtensionAOT::test_sycl_extension, test/test_cpp_extensions_aot_no_ninja.py::TestPybindTypeCasters::test_pybind_return_types, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_add, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_autocast_apis_for_maia_device, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_conv_backend_override, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_matmul_autocast_default_precision, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_matmul_autocast_float16_precision, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_unregistered, test/test_cpp_extensions_aot_no_ninja.py::TestMAIATensor::test_zeros, test/test_cpp_extensions_aot_no_ninja.py::TestRNGExtension::test_rng, test/test_cpp_extensions_aot_no_ninja.py::TestTorchLibrary::test_torch_library 2025-12-04T13:41:32.6279971Z 2025-12-04T13:41:32.6280214Z Finished test_cpp_extensions_aot_no_ninja 1/1 ... [2025-12-04 13:41:32.626610][18229.55666568], took 1.62min 2025-12-04T13:41:32.6440421Z Parsing testcases for test report: /var/lib/jenkins/workspace/test/test-reports/python-pytest/test_cpp_extensions_aot_no_ninja/test_cpp_extensions_aot_no_ninja-8ddd408881cb84ce.xml 2025-12-04T13:41:35.9504246Z Running test batch 'tests to run' cost 16670.3 seconds 2025-12-04T13:41:35.9516101Z Emitting td_test_failure_stats_v2 2025-12-04T13:41:35.9519416Z Writing 1 documents to S3 ossci-raw-job-status/ossci_uploaded_metrics/td_test_failure_stats_v2_1764855695_f3e009f2d11611f0b1310242ac110002 2025-12-04T13:41:36.0563236Z Done! Finish writing document to S3 ossci-raw-job-status/ossci_uploaded_metrics/td_test_failure_stats_v2_1764855695_f3e009f2d11611f0b1310242ac110002 2025-12-04T13:41:36.0564604Z dynamo/test_backends 1/1 failed! 2025-12-04T13:41:36.6445786Z 2025-12-04T13:41:36.6446248Z real 277m55.342s 2025-12-04T13:41:36.6446547Z user 278m56.385s 2025-12-04T13:41:36.6446766Z sys 26m12.700s 2025-12-04T13:41:36.6447088Z + sccache_epilogue 2025-12-04T13:41:36.6447361Z + echo '::group::Sccache Compilation Log' 2025-12-04T13:41:36.6448060Z ##[group]Sccache Compilation Log 2025-12-04T13:41:36.6448389Z + echo '=================== sccache compilation log ===================' 2025-12-04T13:41:36.6448885Z =================== sccache compilation log =================== 2025-12-04T13:41:36.6449788Z + python /var/lib/jenkins/workspace/.ci/pytorch/print_sccache_log.py /var/lib/jenkins/sccache_error.log 2025-12-04T13:41:36.6579008Z + echo '=========== If your build fails, please take a look at the log above for possible reasons ===========' 2025-12-04T13:41:36.6579640Z =========== If your build fails, please take a look at the log above for possible reasons =========== 2025-12-04T13:41:36.6580067Z + sccache --show-stats 2025-12-04T13:41:36.6605378Z Compile requests 5207 2025-12-04T13:41:36.6605726Z Compile requests executed 716 2025-12-04T13:41:36.6606314Z Cache hits 426 2025-12-04T13:41:36.6606583Z Cache hits (C/C++) 426 2025-12-04T13:41:36.6606833Z Cache misses 270 2025-12-04T13:41:36.6607213Z Cache misses (C/C++) 270 2025-12-04T13:41:36.6607487Z Cache hits rate 61.21 % 2025-12-04T13:41:36.6607754Z Cache hits rate (C/C++) 61.21 % 2025-12-04T13:41:36.6608162Z Cache timeouts 0 2025-12-04T13:41:36.6608437Z Cache read errors 0 2025-12-04T13:41:36.6608740Z Forced recaches 0 2025-12-04T13:41:36.6609208Z Cache write errors 0 2025-12-04T13:41:36.6609516Z Cache errors 0 2025-12-04T13:41:36.6609766Z Compilations 270 2025-12-04T13:41:36.6610012Z Compilation failures 20 2025-12-04T13:41:36.6610274Z Non-cacheable compilations 0 2025-12-04T13:41:36.6610537Z Non-cacheable calls 297 2025-12-04T13:41:36.6610791Z Non-compilation calls 4194 2025-12-04T13:41:36.6611056Z Unsupported compiler calls 0 2025-12-04T13:41:36.6611361Z Average cache write 0.046 s 2025-12-04T13:41:36.6611651Z Average compiler 4.704 s 2025-12-04T13:41:36.6611921Z Average cache read hit 0.032 s 2025-12-04T13:41:36.6612200Z Failed distributed compilations 0 2025-12-04T13:41:36.6612386Z 2025-12-04T13:41:36.6612482Z Non-cacheable reasons: 2025-12-04T13:41:36.6612717Z unknown source language 244 2025-12-04T13:41:36.6612991Z -E 53 2025-12-04T13:41:36.6613179Z 2025-12-04T13:41:36.6613406Z Cache location s3, name: ossci-compiler-cache-circleci-v2, prefix: / 2025-12-04T13:41:36.6613827Z Version (client) 0.10.0 2025-12-04T13:41:36.6614116Z + sccache --stop-server 2025-12-04T13:41:36.6629981Z Stopping sccache server... 2025-12-04T13:41:36.6632722Z Compile requests 5207 2025-12-04T13:41:36.6633036Z Compile requests executed 716 2025-12-04T13:41:36.6633438Z Cache hits 426 2025-12-04T13:41:36.6633694Z Cache hits (C/C++) 426 2025-12-04T13:41:36.6633940Z Cache misses 270 2025-12-04T13:41:36.6634329Z Cache misses (C/C++) 270 2025-12-04T13:41:36.6634599Z Cache hits rate 61.21 % 2025-12-04T13:41:36.6634917Z Cache hits rate (C/C++) 61.21 % 2025-12-04T13:41:36.6635425Z Cache timeouts 0 2025-12-04T13:41:36.6635888Z Cache read errors 0 2025-12-04T13:41:36.6636345Z Forced recaches 0 2025-12-04T13:41:36.6636806Z Cache write errors 0 2025-12-04T13:41:36.6637245Z Cache errors 0 2025-12-04T13:41:36.6637635Z Compilations 270 2025-12-04T13:41:36.6638001Z Compilation failures 20 2025-12-04T13:41:36.6638366Z Non-cacheable compilations 0 2025-12-04T13:41:36.6638717Z Non-cacheable calls 297 2025-12-04T13:41:36.6639086Z Non-compilation calls 4194 2025-12-04T13:41:36.6639466Z Unsupported compiler calls 0 2025-12-04T13:41:36.6639856Z Average cache write 0.046 s 2025-12-04T13:41:36.6640239Z Average compiler 4.704 s 2025-12-04T13:41:36.6640780Z Average cache read hit 0.032 s 2025-12-04T13:41:36.6641308Z Failed distributed compilations 0 2025-12-04T13:41:36.6641472Z 2025-12-04T13:41:36.6641632Z Non-cacheable reasons: 2025-12-04T13:41:36.6641824Z unknown source language 244 2025-12-04T13:41:36.6642027Z -E 53 2025-12-04T13:41:36.6642165Z 2025-12-04T13:41:36.6642335Z Cache location s3, name: ossci-compiler-cache-circleci-v2, prefix: / 2025-12-04T13:41:36.6642649Z Version (client) 0.10.0 2025-12-04T13:41:36.6642862Z + echo ::endgroup:: 2025-12-04T13:41:36.6643263Z ##[endgroup] 2025-12-04T13:41:36.6643436Z + cleanup_workspace 2025-12-04T13:41:36.6643780Z + echo 'sudo may print the following warning message that can be ignored. The chown command will still run.' 2025-12-04T13:41:36.6644322Z sudo may print the following warning message that can be ignored. The chown command will still run. 2025-12-04T13:41:36.6644761Z + echo ' sudo: setrlimit(RLIMIT_STACK): Operation not permitted' 2025-12-04T13:41:36.6645088Z sudo: setrlimit(RLIMIT_STACK): Operation not permitted 2025-12-04T13:41:36.6645482Z + echo 'For more details refer to https://github.com/sudo-project/sudo/issues/42' 2025-12-04T13:41:36.6645898Z For more details refer to https://github.com/sudo-project/sudo/issues/42 2025-12-04T13:41:36.6646358Z + sudo chown -R 1000 /var/lib/jenkins/workspace 2025-12-04T13:41:37.6451588Z ##[error]Process completed with exit code 1. 2025-12-04T13:41:37.6506901Z Prepare all required actions 2025-12-04T13:41:37.6507246Z Getting action download info 2025-12-04T13:41:37.8130886Z ##[group]Run ./.github/actions/pytest-cache-upload 2025-12-04T13:41:37.8131139Z with: 2025-12-04T13:41:37.8131308Z cache_dir: .pytest_cache 2025-12-04T13:41:37.8131496Z shard: 1 2025-12-04T13:41:37.8131677Z sha: ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T13:41:37.8131918Z test_config: default 2025-12-04T13:41:37.8132160Z job_identifier: trunk_linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T13:41:37.8132419Z env: 2025-12-04T13:41:37.8132573Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:37.8132767Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:37.8133153Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:37.8133632Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:37.8133987Z ##[endgroup] 2025-12-04T13:41:37.8160308Z ##[group]Run nick-fields/retry@v3.0.0 2025-12-04T13:41:37.8160684Z with: 2025-12-04T13:41:37.8160831Z shell: bash 2025-12-04T13:41:37.8160987Z timeout_minutes: 5 2025-12-04T13:41:37.8161164Z max_attempts: 5 2025-12-04T13:41:37.8161324Z retry_wait_seconds: 30 2025-12-04T13:41:37.8161564Z command: set -eu python3 -m pip install boto3==1.35.42 2025-12-04T13:41:37.8161849Z polling_interval_seconds: 1 2025-12-04T13:41:37.8162049Z warning_on_retry: true 2025-12-04T13:41:37.8162228Z continue_on_error: false 2025-12-04T13:41:37.8162403Z env: 2025-12-04T13:41:37.8162550Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:37.8162730Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:37.8162956Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:37.8163338Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:37.8163682Z ##[endgroup] 2025-12-04T13:41:38.2278733Z Defaulting to user installation because normal site-packages is not writeable 2025-12-04T13:41:39.3097302Z Collecting boto3==1.35.42 2025-12-04T13:41:39.3290811Z Downloading boto3-1.35.42-py3-none-any.whl (139 kB) 2025-12-04T13:41:39.3466900Z 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) 2025-12-04T13:41:40.5507942Z Collecting botocore<1.36.0,>=1.35.42 2025-12-04T13:41:40.5544796Z Downloading botocore-1.35.99-py3-none-any.whl (13.3 MB) 2025-12-04T13:41:40.7236742Z Collecting s3transfer<0.11.0,>=0.10.0 2025-12-04T13:41:40.7270934Z Downloading s3transfer-0.10.4-py3-none-any.whl (83 kB) 2025-12-04T13:41:40.7362499Z 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) 2025-12-04T13:41:40.7366911Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /usr/lib/python3.9/site-packages (from botocore<1.36.0,>=1.35.42->boto3==1.35.42) (2.8.1) 2025-12-04T13:41:40.8654039Z 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,>=1.35.42->boto3==1.35.42) (1.15.0) 2025-12-04T13:41:40.9431911Z Installing collected packages: botocore, s3transfer, boto3 2025-12-04T13:41:41.4976263Z Successfully installed boto3-1.35.42 botocore-1.35.99 s3transfer-0.10.4 2025-12-04T13:41:41.8882402Z Command completed after 1 attempt(s). 2025-12-04T13:41:41.8950281Z ##[group]Run python3 .github/scripts/pytest_cache.py \ 2025-12-04T13:41:41.8950628Z python3 .github/scripts/pytest_cache.py \ 2025-12-04T13:41:41.8950880Z  --upload \ 2025-12-04T13:41:41.8951114Z  --cache_dir "$GITHUB_WORKSPACE/$CACHE_DIR" \ 2025-12-04T13:41:41.8951408Z  --pr_identifier "$GITHUB_REF" \ 2025-12-04T13:41:41.8951654Z  --job_identifier "$JOB_IDENTIFIER" \ 2025-12-04T13:41:41.8951894Z  --sha "$SHA" \ 2025-12-04T13:41:41.8952104Z  --test_config "$TEST_CONFIG" \ 2025-12-04T13:41:41.8952330Z  --shard "$SHARD" \ 2025-12-04T13:41:41.8952523Z  --repo "$REPO" \ 2025-12-04T13:41:41.8952963Z  --temp_dir "$RUNNER_TEMP" \ 2025-12-04T13:41:41.8965701Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:41.8966003Z env: 2025-12-04T13:41:41.8966164Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:41.8966360Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:41.8966585Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:41.8966983Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:41.8967354Z CACHE_DIR: .pytest_cache 2025-12-04T13:41:41.8967600Z JOB_IDENTIFIER: trunk_linux-jammy-cuda12.8-py3.10-gcc11 2025-12-04T13:41:41.8967901Z SHA: ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32 2025-12-04T13:41:41.8968138Z TEST_CONFIG: default 2025-12-04T13:41:41.8968318Z SHARD: 1 2025-12-04T13:41:41.8968468Z REPO: pytorch/pytorch 2025-12-04T13:41:41.8968651Z ##[endgroup] 2025-12-04T13:41:42.3361324Z PR identifier for `refs/heads/main` is `96e092540d6b3c4076e3d2bc6f1f9013` 2025-12-04T13:41:42.3363162Z Uploading cache with args Namespace(upload=True, download=False, cache_dir='/home/ec2-user/actions-runner/_work/pytorch/pytorch/.pytest_cache', pr_identifier='refs/heads/main', job_identifier='trunk_linux-jammy-cuda12.8-py3.10-gcc11', sha='ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32', test_config='default', shard='1', repo='pytorch/pytorch', temp_dir='/home/ec2-user/actions-runner/_work/_temp', bucket=None) 2025-12-04T13:41:42.3364925Z Zipping /home/ec2-user/actions-runner/_work/pytorch/pytorch/.pytest_cache 2025-12-04T13:41:42.3365998Z to /home/ec2-user/actions-runner/_work/_temp/zip-upload/pytest_cache/pytorch/pytorch/96e092540d6b3c4076e3d2bc6f1f9013/trunk_linux-jammy-cuda12_8-py3_10-gcc11/ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32/default/1 2025-12-04T13:41:42.3367643Z Uploading /home/ec2-user/actions-runner/_work/_temp/zip-upload/pytest_cache/pytorch/pytorch/96e092540d6b3c4076e3d2bc6f1f9013/trunk_linux-jammy-cuda12_8-py3_10-gcc11/ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32/default/1.zip 2025-12-04T13:41:42.3369111Z to s3://gha-artifacts/pytest_cache/pytorch/pytorch/96e092540d6b3c4076e3d2bc6f1f9013/trunk_linux-jammy-cuda12_8-py3_10-gcc11/ffd9b0fb4355e97af82fc42cf185c3ffa0fc0a32/default/1.zip 2025-12-04T13:41:42.3754051Z ##[group]Run cat test/**/*_toprint.log || true 2025-12-04T13:41:42.3754389Z cat test/**/*_toprint.log || true 2025-12-04T13:41:42.3762814Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:42.3763094Z env: 2025-12-04T13:41:42.3763253Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:42.3763440Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:42.3763773Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:42.3764160Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:42.3764508Z ##[endgroup] 2025-12-04T13:41:42.3859321Z cat: 'test/**/*_toprint.log': No such file or directory 2025-12-04T13:41:42.3884768Z ##[group]Run kill "$MONITOR_SCRIPT_PID" 2025-12-04T13:41:42.3885074Z kill "$MONITOR_SCRIPT_PID" 2025-12-04T13:41:42.3892010Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:42.3892393Z env: 2025-12-04T13:41:42.3892552Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:42.3892749Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:42.3892968Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:42.3893369Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:42.3893726Z MONITOR_SCRIPT_PID: 59345 2025-12-04T13:41:42.3893928Z ##[endgroup] 2025-12-04T13:41:42.3918735Z /home/ec2-user/actions-runner/_work/_temp/3c4b9eb1-d7cd-41b8-b8ff-539170d5c92a.sh: line 1: kill: (59345) - No such process 2025-12-04T13:41:42.3921428Z ##[error]Process completed with exit code 1. 2025-12-04T13:41:42.4016476Z Prepare all required actions 2025-12-04T13:41:42.4016838Z Getting action download info 2025-12-04T13:41:42.5494748Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-12-04T13:41:42.8801487Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-12-04T13:41:43.3499185Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-12-04T13:41:43.3499768Z with: 2025-12-04T13:41:43.3500096Z file-suffix: test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848 2025-12-04T13:41:43.3500474Z s3-bucket: gha-artifacts 2025-12-04T13:41:43.3500661Z env: 2025-12-04T13:41:43.3500810Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:43.3500985Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:43.3501215Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:43.3501606Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:43.3501972Z ##[endgroup] 2025-12-04T13:41:43.3521431Z ##[group]Run # Remove any previous test jsons if they exist 2025-12-04T13:41:43.3521777Z # Remove any previous test jsons if they exist 2025-12-04T13:41:43.3522044Z rm -f test-jsons-*.zip 2025-12-04T13:41:43.3522353Z zip -r "test-jsons-${FILE_SUFFIX}.zip" test/test-reports -i '*.json' 2025-12-04T13:41:43.3529718Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:43.3530001Z env: 2025-12-04T13:41:43.3530158Z GIT_DEFAULT_BRANCH: main 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adding: test/test-reports/torch_np.numpy_tests.core.test_dtype_1.1_543493c41399cfcd_.log (deflated 91%) 2025-12-04T13:41:43.8661697Z adding: test/test-reports/lazy.test_debug_util_1.1_c9377c6c3920f9a5_.log (deflated 51%) 2025-12-04T13:41:43.8662384Z adding: test/test-reports/nn.test_load_state_dict_1.1_eede79ee80f6485e_.log (deflated 85%) 2025-12-04T13:41:43.8664479Z adding: test/test-reports/test_shape_ops_1.1_7aef3cf3521e6bd3_.log (deflated 87%) 2025-12-04T13:41:43.8665681Z adding: test/test-reports/nn.test_module_hooks_1.1_fd3963d2c3ea3f35_.log (deflated 86%) 2025-12-04T13:41:43.8666765Z adding: test/test-reports/torch_np.numpy_tests.lib.test_twodim_base_1.1_a7b73343fc190cc5_.log (deflated 82%) 2025-12-04T13:41:43.8667840Z adding: test/test-reports/profiler.test_memory_profiler_1.1_456ee1d06a6a91a3_.log (deflated 82%) 2025-12-04T13:41:43.8670308Z adding: test/test-reports/test_jit_llga_fuser_1.1_b8f406da15efb08e_.log (deflated 91%) 2025-12-04T13:41:43.8675086Z adding: 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test/test-reports/profiler.test_python_tracer_1.1_7dc6d394504963f6_.log (deflated 59%) 2025-12-04T13:41:43.8794077Z adding: test/test-reports/cpp_extensions.libtorch_agnostic_2_10_extension.test_version_compatibility_1.1_9c260c5a60822b92_.log (deflated 87%) 2025-12-04T13:41:43.8794901Z adding: test/test-reports/test_cpp_extensions_aot_ninja_1.1_d859435ad46e06b3_.log (deflated 78%) 2025-12-04T13:41:43.8795611Z adding: test/test-reports/test_cpp_extensions_aot_no_ninja_1.1_667bf3fdc0eb9838_.log (deflated 78%) 2025-12-04T13:41:43.8835320Z ##[group]Run # Remove any previous debugging artifacts if they exist 2025-12-04T13:41:43.8835706Z # Remove any previous debugging artifacts if they exist 2025-12-04T13:41:43.8836127Z rm -f debug-*.zip 2025-12-04T13:41:43.8836340Z if [ -d 'test/debug' ]; then 2025-12-04T13:41:43.8836594Z  zip -r "debug-${FILE_SUFFIX}.zip" test/debug 2025-12-04T13:41:43.8836839Z fi 2025-12-04T13:41:43.8843753Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:43.8844028Z env: 2025-12-04T13:41:43.8844182Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:43.8844376Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:43.8844604Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:43.8845003Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:43.8845514Z FILE_SUFFIX: test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848 2025-12-04T13:41:43.8845881Z ##[endgroup] 2025-12-04T13:41:43.8920946Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-12-04T13:41:43.8921182Z with: 2025-12-04T13:41:43.8921335Z s3-bucket: gha-artifacts 2025-12-04T13:41:43.8921574Z s3-prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:43.8921817Z retention-days: 14 2025-12-04T13:41:43.8921999Z if-no-files-found: warn 2025-12-04T13:41:43.8922182Z path: test-jsons-*.zip 2025-12-04T13:41:43.8922365Z name: artifact 2025-12-04T13:41:43.8922526Z region: us-east-1 2025-12-04T13:41:43.8922679Z env: 2025-12-04T13:41:43.8922828Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:43.8923017Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:43.8923234Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:43.8923621Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:43.8923960Z ##[endgroup] 2025-12-04T13:41:44.2189331Z NOTE: s3-prefix specified, ignoring name parameter 2025-12-04T13:41:44.2189780Z With the provided path, there will be 1 file uploaded 2025-12-04T13:41:44.2190217Z Uploading to s3 prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:44.2243682Z Starting upload of test-jsons-test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848.zip 2025-12-04T13:41:44.4168787Z Finished upload of test-jsons-test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848.zip 2025-12-04T13:41:44.4405080Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-12-04T13:41:44.4405494Z with: 2025-12-04T13:41:44.4405711Z s3-bucket: gha-artifacts 2025-12-04T13:41:44.4405968Z s3-prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:44.4406210Z retention-days: 14 2025-12-04T13:41:44.4406388Z if-no-files-found: error 2025-12-04T13:41:44.4406581Z path: test-reports-*.zip 2025-12-04T13:41:44.4406760Z name: artifact 2025-12-04T13:41:44.4406920Z region: us-east-1 2025-12-04T13:41:44.4407081Z env: 2025-12-04T13:41:44.4407226Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:44.4407401Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:44.4407785Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:44.4408182Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:44.4408517Z ##[endgroup] 2025-12-04T13:41:44.7324925Z NOTE: s3-prefix specified, ignoring name parameter 2025-12-04T13:41:44.7325402Z With the provided path, there will be 1 file uploaded 2025-12-04T13:41:44.7325808Z Uploading to s3 prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:44.7377677Z Starting upload of test-reports-test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848.zip 2025-12-04T13:41:44.9127188Z Finished upload of test-reports-test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848.zip 2025-12-04T13:41:44.9357710Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-12-04T13:41:44.9357965Z with: 2025-12-04T13:41:44.9358127Z s3-bucket: gha-artifacts 2025-12-04T13:41:44.9358371Z s3-prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:44.9358626Z retention-days: 14 2025-12-04T13:41:44.9358808Z if-no-files-found: ignore 2025-12-04T13:41:44.9358996Z path: logs-*.zip 2025-12-04T13:41:44.9359346Z name: artifact 2025-12-04T13:41:44.9359514Z region: us-east-1 2025-12-04T13:41:44.9359667Z env: 2025-12-04T13:41:44.9359813Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:44.9359998Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:44.9360235Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:44.9360645Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:44.9361007Z ##[endgroup] 2025-12-04T13:41:45.2256599Z NOTE: s3-prefix specified, ignoring name parameter 2025-12-04T13:41:45.2257270Z With the provided path, there will be 1 file uploaded 2025-12-04T13:41:45.2257939Z Uploading to s3 prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:45.2310349Z Starting upload of logs-test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848.zip 2025-12-04T13:41:45.4264423Z Finished upload of logs-test-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu_57116084848.zip 2025-12-04T13:41:45.4501613Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-12-04T13:41:45.4501857Z with: 2025-12-04T13:41:45.4502019Z s3-bucket: gha-artifacts 2025-12-04T13:41:45.4502269Z s3-prefix: pytorch/pytorch/19922768520/1/artifact 2025-12-04T13:41:45.4502633Z retention-days: 14 2025-12-04T13:41:45.4502817Z if-no-files-found: ignore 2025-12-04T13:41:45.4503328Z path: debug-*.zip 2025-12-04T13:41:45.4503503Z name: artifact 2025-12-04T13:41:45.4503669Z region: us-east-1 2025-12-04T13:41:45.4503833Z env: 2025-12-04T13:41:45.4503997Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:45.4504183Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:45.4504414Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:45.4504813Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:45.4505156Z ##[endgroup] 2025-12-04T13:41:45.7382979Z No files were found with the provided path: debug-*.zip. No artifacts will be uploaded. 2025-12-04T13:41:45.7623719Z ##[group]Run # shellcheck disable=SC2156 2025-12-04T13:41:45.7624058Z # shellcheck disable=SC2156 2025-12-04T13:41:45.7624499Z find . -iname "core.[1-9]*" -exec docker exec "${DOCKER_CONTAINER_ID}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2025-12-04T13:41:45.7632285Z shell: /usr/bin/bash -e {0} 2025-12-04T13:41:45.7632483Z env: 2025-12-04T13:41:45.7632649Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:45.7632842Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:45.7633066Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:45.7633453Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:45.7633803Z ##[endgroup] 2025-12-04T13:41:46.1085593Z ##[group]Run seemethere/upload-artifact-s3@baba72d0712b404f646cebe0730933554ebce96a 2025-12-04T13:41:46.1085976Z with: 2025-12-04T13:41:46.1086258Z name: coredumps-default-1-5-lf.linux.g6.4xlarge.experimental.nvidia.gpu 2025-12-04T13:41:46.1086701Z retention-days: 14 2025-12-04T13:41:46.1086882Z if-no-files-found: ignore 2025-12-04T13:41:46.1087072Z path: ./**/core.[1-9]* 2025-12-04T13:41:46.1087257Z s3-bucket: gha-artifacts 2025-12-04T13:41:46.1087441Z region: us-east-1 2025-12-04T13:41:46.1087606Z env: 2025-12-04T13:41:46.1087754Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:46.1087936Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:46.1088151Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:46.1088620Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:46.1088956Z ##[endgroup] 2025-12-04T13:41:56.7032589Z No files were found with the provided path: ./**/core.[1-9]*. No artifacts will be uploaded. 2025-12-04T13:41:56.7392803Z Prepare all required actions 2025-12-04T13:41:56.7393149Z Getting action download info 2025-12-04T13:41:56.8885848Z Download action repository 'actions/setup-python@v6' (SHA:83679a892e2d95755f2dac6acb0bfd1e9ac5d548) 2025-12-04T13:41:57.2997586Z ##[group]Run ./.github/actions/upload-utilization-stats 2025-12-04T13:41:57.2997859Z with: 2025-12-04T13:41:57.2998013Z job_id: 57116084848 2025-12-04T13:41:57.2998429Z job_name: linux-jammy-cuda12.8-py3.10-gcc11 / test (default, 1, 5, lf.linux.g6.4xlarge.experimental.nvidia.gpu, mem_leak_check) 2025-12-04T13:41:57.2998881Z workflow_name: trunk 2025-12-04T13:41:57.2999054Z workflow_run_id: 19922768520 2025-12-04T13:41:57.2999254Z workflow_attempt: 1 2025-12-04T13:41:57.2999649Z env: 2025-12-04T13:41:57.2999847Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:57.3000038Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:57.3000256Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:57.3000680Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:57.3001024Z ##[endgroup] 2025-12-04T13:41:57.3031727Z ##[group]Run actions/setup-python@v6 2025-12-04T13:41:57.3031961Z with: 2025-12-04T13:41:57.3032121Z python-version: 3.10 2025-12-04T13:41:57.3032305Z check-latest: false 2025-12-04T13:41:57.3032570Z token: *** 2025-12-04T13:41:57.3032740Z update-environment: true 2025-12-04T13:41:57.3032945Z allow-prereleases: false 2025-12-04T13:41:57.3033138Z freethreaded: false 2025-12-04T13:41:57.3033299Z env: 2025-12-04T13:41:57.3033448Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:57.3033630Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:57.3033844Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:57.3034243Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:57.3034585Z ##[endgroup] 2025-12-04T13:41:57.6480942Z ##[group]Installed versions 2025-12-04T13:41:57.6489158Z Version 3.10 was not found in the local cache 2025-12-04T13:41:57.6696827Z (node:325035) [DEP0040] DeprecationWarning: The `punycode` module is deprecated. Please use a userland alternative instead. 2025-12-04T13:41:57.6697565Z (Use `node --trace-deprecation ...` to show where the warning was created) 2025-12-04T13:41:57.9973612Z ##[error]The version '3.10' with architecture 'x64' was not found for this operating system. The list of all available versions can be found here: https://raw.githubusercontent.com/actions/python-versions/main/versions-manifest.json 2025-12-04T13:41:58.0158351Z ##[group]Run pytorch/test-infra/.github/actions/teardown-linux@main 2025-12-04T13:41:58.0158719Z with: 2025-12-04T13:41:58.0158868Z env: 2025-12-04T13:41:58.0159035Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:58.0159235Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:58.0159484Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:58.0159886Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:58.0160230Z ##[endgroup] 2025-12-04T13:41:58.0173993Z ##[group]Run set -eou pipefail 2025-12-04T13:41:58.0174238Z set -eou pipefail 2025-12-04T13:41:58.0174426Z  2025-12-04T13:41:58.0174793Z echo "Holding runner for 2 hours until all ssh sessions have logged out" 2025-12-04T13:41:58.0175121Z for _ in $(seq 1440); do 2025-12-04T13:41:58.0175355Z  # Break if no ssh session exists anymore 2025-12-04T13:41:58.0175603Z  if [ "$(who)" = "" ]; then 2025-12-04T13:41:58.0175837Z  break 2025-12-04T13:41:58.0176001Z  fi 2025-12-04T13:41:58.0176160Z  echo "." 2025-12-04T13:41:58.0176335Z  sleep 5 2025-12-04T13:41:58.0176573Z done 2025-12-04T13:41:58.0184237Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:58.0184522Z env: 2025-12-04T13:41:58.0184678Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:58.0184863Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:58.0185088Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:58.0185479Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:58.0185838Z ##[endgroup] 2025-12-04T13:41:58.0228877Z Holding runner for 2 hours until all ssh sessions have logged out 2025-12-04T13:41:58.0344023Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-12-04T13:41:58.0344441Z # ignore expansion of "docker ps -q" since it could be empty 2025-12-04T13:41:58.0344757Z # shellcheck disable=SC2046 2025-12-04T13:41:58.0345010Z docker stop $(docker ps -q) || true 2025-12-04T13:41:58.0345423Z # Prune all of the docker images 2025-12-04T13:41:58.0345752Z docker system prune -af 2025-12-04T13:41:58.0353630Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:41:58.0353904Z env: 2025-12-04T13:41:58.0354077Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:41:58.0354275Z HAS_NVIDIA_GPU: true 2025-12-04T13:41:58.0354500Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:41:58.0354900Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:41:58.0355252Z ##[endgroup] 2025-12-04T13:42:09.8024834Z f22965779dd6 2025-12-04T13:42:15.2277075Z Deleted Containers: 2025-12-04T13:42:15.2277527Z f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:42:15.2277843Z 2025-12-04T13:42:26.5146101Z Deleted Images: 2025-12-04T13:42:26.5146532Z untagged: public.ecr.aws/docker/library/python:3.13 2025-12-04T13:42:26.5147208Z untagged: public.ecr.aws/docker/library/python@sha256:3f986299a7b8b44b0d8cf9bda2b22361ce5c3058ef5d7cb17fb7452506680ab0 2025-12-04T13:42:26.5147969Z deleted: sha256:44438aecfedf7b6086fce506dae0db5ba7fc0027f9b743f1a75a6b5cbc7de70a 2025-12-04T13:42:26.5148566Z deleted: sha256:6f09a1f5d8a107c2532fbd116e75116cb75fa77b1a7d72d3bdf1ac12de152acd 2025-12-04T13:42:26.5149115Z deleted: sha256:fe5f3ac0be086125eb1e3cd10cc33e8e426f4e079381f7ce5a987b626e99fa67 2025-12-04T13:42:26.5149669Z deleted: sha256:79dd2061a22cf919cfc4f1f02704bfda09afadb017265e670ee54441d296c06c 2025-12-04T13:42:26.5150250Z deleted: sha256:9447ad402aafdbee17e999b0ec84ad89c2646dbebf054d469d4f8bee77f66212 2025-12-04T13:42:26.5150817Z deleted: sha256:7a4909f3c1975be52292f53107495ee1b41c17494918767ccedf1cf1688ae318 2025-12-04T13:42:26.5151341Z deleted: sha256:3474923d97f1f498237650a7d51bd4aea37d5e6b9d8a778777920584af5dd560 2025-12-04T13:42:26.5152276Z deleted: sha256:683afd1773444401a9cbd24842ee5d9154a11abb4fab63ddea5c03df788597ee 2025-12-04T13:42:26.5153029Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.8-cudnn9-py3-gcc11-f0cd68561080d537ef3d3d6f81b25a6416ad600a 2025-12-04T13:42:26.5153918Z untagged: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image@sha256:ba21003510dba4bdeed83df81a56fa468e0ee1b612a9445ae1f402a280804f97 2025-12-04T13:42:26.5154558Z deleted: sha256:add7313791033822205cdb3cf32096534b2cfaa4855bd48119b59000bfe00301 2025-12-04T13:42:26.5154998Z deleted: sha256:85a76b7bf29ad34eb76cce6f46af5d49a58b6272f80f983d5c769e82c7749301 2025-12-04T13:42:26.5155428Z deleted: sha256:0882f3ce59ff5ae30195ee4b059fc713e13eda107a3a7814a4616ac9058a30a4 2025-12-04T13:42:26.5155949Z deleted: sha256:64ba5b9344c11a3e4729136076830b90ac4cf1554046edb1bd4f0784b66ebd9b 2025-12-04T13:42:26.5156374Z deleted: sha256:88213c59cf461a65ab9b6cb07b4195dc9d41b5241c152daa002c7b3112e09124 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##[group]Run set +e 2025-12-04T13:42:26.5245504Z set +e 2025-12-04T13:42:26.5245678Z set -x 2025-12-04T13:42:26.5245839Z  2025-12-04T13:42:26.5245992Z nvidia-smi 2025-12-04T13:42:26.5246323Z # NB: Surprisingly, nvidia-smi command returns successfully with return code 0 even in 2025-12-04T13:42:26.5246810Z # the case where the driver has already crashed as it still can get the driver version 2025-12-04T13:42:26.5247263Z # and some basic information like the bus ID. However, the rest of the information 2025-12-04T13:42:26.5247636Z # would be missing (ERR!), for example: 2025-12-04T13:42:26.5247861Z # 2025-12-04T13:42:26.5248079Z # +-----------------------------------------------------------------------------+ 2025-12-04T13:42:26.5248443Z # | NVIDIA-SMI 525.89.02 Driver Version: 525.89.02 CUDA Version: 12.0 | 2025-12-04T13:42:26.5248830Z # |-------------------------------+----------------------+----------------------+ 2025-12-04T13:42:26.5249203Z # | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-12-04T13:42:26.5249614Z # | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | 2025-12-04T13:42:26.5249943Z # | | | MIG M. | 2025-12-04T13:42:26.5250184Z # |===============================+======================+======================| 2025-12-04T13:42:26.5250466Z # | 0 ERR! Off | 00000000:00:1E.0 Off | ERR! | 2025-12-04T13:42:26.5250786Z # |ERR! ERR! ERR! ERR! / ERR! | 4184MiB / 23028MiB | ERR! Default | 2025-12-04T13:42:26.5251080Z # | | | ERR! | 2025-12-04T13:42:26.5251364Z # +-------------------------------+----------------------+----------------------+ 2025-12-04T13:42:26.5251614Z # 2025-12-04T13:42:26.5251815Z # +-----------------------------------------------------------------------------+ 2025-12-04T13:42:26.5252129Z # | Processes: | 2025-12-04T13:42:26.5252458Z # | GPU GI CI PID Type Process name GPU Memory | 2025-12-04T13:42:26.5252757Z # | ID ID Usage | 2025-12-04T13:42:26.5253010Z # |=============================================================================| 2025-12-04T13:42:26.5253285Z # +-----------------------------------------------------------------------------+ 2025-12-04T13:42:26.5253542Z # 2025-12-04T13:42:26.5253798Z # This should be reported as a failure instead as it will guarantee to fail when 2025-12-04T13:42:26.5254153Z # Docker tries to run with --gpus all 2025-12-04T13:42:26.5254477Z # 2025-12-04T13:42:26.5254730Z # So, the correct check here is to query one of the missing piece of info like 2025-12-04T13:42:26.5255089Z # GPU name, so that the command can fail accordingly 2025-12-04T13:42:26.5255434Z nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2025-12-04T13:42:26.5255731Z NVIDIA_SMI_STATUS=$? 2025-12-04T13:42:26.5255907Z  2025-12-04T13:42:26.5256209Z # These are acceptable return code from nvidia-smi as copied from setup-nvidia GitHub action 2025-12-04T13:42:26.5256735Z if [ "$NVIDIA_SMI_STATUS" -ne 0 ] && [ "$NVIDIA_SMI_STATUS" -ne 14 ]; then 2025-12-04T13:42:26.5257144Z  echo "NVIDIA driver installation has failed, shutting down the runner..." 2025-12-04T13:42:26.5257487Z  .github/scripts/stop_runner_service.sh 2025-12-04T13:42:26.5257718Z fi 2025-12-04T13:42:26.5257862Z  2025-12-04T13:42:26.5258248Z # For runner with multiple GPUs, we also want to confirm that the number of GPUs are the 2025-12-04T13:42:26.5258694Z # power of 2, i.e. 1, 2, 4, or 8. This is to avoid flaky test issue when one GPU fails 2025-12-04T13:42:26.5259071Z # https://github.com/pytorch/test-infra/issues/4000 2025-12-04T13:42:26.5259379Z GPU_COUNT=$(nvidia-smi --list-gpus | wc -l) 2025-12-04T13:42:26.5259618Z NVIDIA_SMI_STATUS=$? 2025-12-04T13:42:26.5259804Z  2025-12-04T13:42:26.5260107Z # These are acceptable return code from nvidia-smi as copied from setup-nvidia GitHub action 2025-12-04T13:42:26.5260560Z if [ "$NVIDIA_SMI_STATUS" -ne 0 ] && [ "$NVIDIA_SMI_STATUS" -ne 14 ]; then 2025-12-04T13:42:26.5260961Z  echo "NVIDIA driver installation has failed, shutting down the runner..." 2025-12-04T13:42:26.5261314Z  .github/scripts/stop_runner_service.sh 2025-12-04T13:42:26.5261540Z fi 2025-12-04T13:42:26.5261683Z  2025-12-04T13:42:26.5261857Z # Check the GPU count to be a power of 2 2025-12-04T13:42:26.5262238Z if [ "$GPU_COUNT" -le 8 ] && [ "$GPU_COUNT" -ne 1 ] && [ "$GPU_COUNT" -ne 2 ] && [ "$GPU_COUNT" -ne 4 ] && [ "$GPU_COUNT" -ne 8 ]; then 2025-12-04T13:42:26.5262893Z  echo "NVIDIA driver detects $GPU_COUNT GPUs. The runner has a broken GPU, shutting it down..." 2025-12-04T13:42:26.5263300Z  .github/scripts/stop_runner_service.sh 2025-12-04T13:42:26.5263529Z fi 2025-12-04T13:42:26.5273652Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-12-04T13:42:26.5273925Z env: 2025-12-04T13:42:26.5274085Z GIT_DEFAULT_BRANCH: main 2025-12-04T13:42:26.5274271Z HAS_NVIDIA_GPU: true 2025-12-04T13:42:26.5274487Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-12-04T13:42:26.5274882Z DOCKER_CONTAINER_ID: f22965779dd6ff8b3b65d8c2f1154f49d41731572664ca614e85efc36af35124 2025-12-04T13:42:26.5275226Z ##[endgroup] 2025-12-04T13:42:26.5304001Z + nvidia-smi 2025-12-04T13:42:26.5488307Z Thu Dec 4 13:42:26 2025 2025-12-04T13:42:26.5489088Z +-----------------------------------------------------------------------------------------+ 2025-12-04T13:42:26.5490035Z | NVIDIA-SMI 580.82.07 Driver Version: 580.82.07 CUDA Version: 13.0 | 2025-12-04T13:42:26.5490944Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T13:42:26.5491852Z | GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-12-04T13:42:26.5492855Z | Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. | 2025-12-04T13:42:26.5493339Z | | | MIG M. | 2025-12-04T13:42:26.5493585Z |=========================================+========================+======================| 2025-12-04T13:42:26.5625386Z | 0 NVIDIA L4 On | 00000000:35:00.0 Off | 0 | 2025-12-04T13:42:26.5625991Z | N/A 33C P8 16W / 72W | 0MiB / 23034MiB | 0% Default | 2025-12-04T13:42:26.5626343Z | | | N/A | 2025-12-04T13:42:26.5626715Z +-----------------------------------------+------------------------+----------------------+ 2025-12-04T13:42:26.5629109Z 2025-12-04T13:42:26.5629368Z +-----------------------------------------------------------------------------------------+ 2025-12-04T13:42:26.5629909Z | Processes: | 2025-12-04T13:42:26.5630323Z | GPU GI CI PID Type Process name GPU Memory | 2025-12-04T13:42:26.5630712Z | ID ID Usage | 2025-12-04T13:42:26.5631204Z |=========================================================================================| 2025-12-04T13:42:26.5634186Z | No running processes found | 2025-12-04T13:42:26.5634558Z +-----------------------------------------------------------------------------------------+ 2025-12-04T13:42:26.7974285Z + nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2025-12-04T13:42:26.8134653Z NVIDIA L4 2025-12-04T13:42:26.8172713Z + NVIDIA_SMI_STATUS=0 2025-12-04T13:42:26.8172953Z + '[' 0 -ne 0 ']' 2025-12-04T13:42:26.8178687Z ++ nvidia-smi --list-gpus 2025-12-04T13:42:26.8180098Z ++ wc -l 2025-12-04T13:42:26.8371550Z + GPU_COUNT=1 2025-12-04T13:42:26.8371895Z + NVIDIA_SMI_STATUS=0 2025-12-04T13:42:26.8372243Z + '[' 0 -ne 0 ']' 2025-12-04T13:42:26.8372584Z + '[' 1 -le 8 ']' 2025-12-04T13:42:26.8372883Z + '[' 1 -ne 1 ']' 2025-12-04T13:42:26.8426925Z Post job cleanup. 2025-12-04T13:42:26.8483817Z Post job cleanup. 2025-12-04T13:42:26.8519308Z Post job cleanup. 2025-12-04T13:42:26.9455203Z [command]/usr/bin/git version 2025-12-04T13:42:26.9512893Z git version 2.50.1 2025-12-04T13:42:26.9545984Z Copying '/home/ec2-user/.gitconfig' to '/home/ec2-user/actions-runner/_work/_temp/9f12aad7-99ca-4a0c-8dd0-e9886a9c6b00/.gitconfig' 2025-12-04T13:42:26.9555723Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/9f12aad7-99ca-4a0c-8dd0-e9886a9c6b00' before making global git config changes 2025-12-04T13:42:26.9556599Z Adding repository directory to the temporary git global config as a safe directory 2025-12-04T13:42:26.9560048Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-12-04T13:42:26.9599882Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-12-04T13:42:26.9636527Z [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' || :" 2025-12-04T13:42:26.9970127Z Entering 'android/libs/fbjni' 2025-12-04T13:42:27.0034184Z Entering 'third_party/FP16' 2025-12-04T13:42:27.0103917Z Entering 'third_party/FXdiv' 2025-12-04T13:42:27.0168757Z Entering 'third_party/NNPACK' 2025-12-04T13:42:27.0231765Z Entering 'third_party/NVTX' 2025-12-04T13:42:27.0301491Z Entering 'third_party/VulkanMemoryAllocator' 2025-12-04T13:42:27.0370223Z Entering 'third_party/XNNPACK' 2025-12-04T13:42:27.0446823Z Entering 'third_party/aiter' 2025-12-04T13:42:27.0510475Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-12-04T13:42:27.0593909Z Entering 'third_party/benchmark' 2025-12-04T13:42:27.0663550Z Entering 'third_party/composable_kernel' 2025-12-04T13:42:27.0736996Z Entering 'third_party/cpp-httplib' 2025-12-04T13:42:27.0800502Z Entering 'third_party/cpuinfo' 2025-12-04T13:42:27.0865401Z Entering 'third_party/cudnn_frontend' 2025-12-04T13:42:27.0930011Z Entering 'third_party/cutlass' 2025-12-04T13:42:27.1002113Z Entering 'third_party/fbgemm' 2025-12-04T13:42:27.1076011Z Entering 'third_party/fbgemm/external/asmjit' 2025-12-04T13:42:27.1143977Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-12-04T13:42:27.1215648Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-12-04T13:42:27.1284052Z Entering 'third_party/fbgemm/external/cutlass' 2025-12-04T13:42:27.1353535Z Entering 'third_party/fbgemm/external/googletest' 2025-12-04T13:42:27.1425242Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-12-04T13:42:27.1488731Z Entering 'third_party/fbgemm/external/json' 2025-12-04T13:42:27.1558972Z Entering 'third_party/flash-attention' 2025-12-04T13:42:27.1625444Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-12-04T13:42:27.1694654Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-12-04T13:42:27.1770637Z Entering 'third_party/flatbuffers' 2025-12-04T13:42:27.1841986Z Entering 'third_party/fmt' 2025-12-04T13:42:27.1918662Z Entering 'third_party/gemmlowp/gemmlowp' 2025-12-04T13:42:27.1982313Z Entering 'third_party/gloo' 2025-12-04T13:42:27.2049030Z Entering 'third_party/googletest' 2025-12-04T13:42:27.2123465Z Entering 'third_party/ideep' 2025-12-04T13:42:27.2187438Z Entering 'third_party/ideep/mkl-dnn' 2025-12-04T13:42:27.2257984Z Entering 'third_party/ittapi' 2025-12-04T13:42:27.2325368Z Entering 'third_party/kineto' 2025-12-04T13:42:27.2388900Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-12-04T13:42:27.2450827Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-12-04T13:42:27.2514956Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-12-04T13:42:27.2583943Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-12-04T13:42:27.2645045Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-12-04T13:42:27.2709647Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 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2025-12-04T13:42:27.3368838Z Entering 'third_party/kleidiai' 2025-12-04T13:42:27.3433467Z Entering 'third_party/mimalloc' 2025-12-04T13:42:27.3522916Z Entering 'third_party/nlohmann' 2025-12-04T13:42:27.3570816Z Entering 'third_party/onnx' 2025-12-04T13:42:27.3647854Z Entering 'third_party/onnx/third_party/pybind11' 2025-12-04T13:42:27.3722763Z Entering 'third_party/opentelemetry-cpp' 2025-12-04T13:42:27.3788509Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-12-04T13:42:27.3850676Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-12-04T13:42:27.3914200Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-12-04T13:42:27.3981545Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-12-04T13:42:27.4047382Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-12-04T13:42:27.4110359Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-12-04T13:42:27.4171996Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-12-04T13:42:27.4238405Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T13:42:27.4307622Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T13:42:27.4372865Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-12-04T13:42:27.4459319Z Entering 'third_party/pocketfft' 2025-12-04T13:42:27.4523209Z Entering 'third_party/protobuf' 2025-12-04T13:42:27.4594526Z Entering 'third_party/protobuf/third_party/benchmark' 2025-12-04T13:42:27.4661999Z Entering 'third_party/protobuf/third_party/googletest' 2025-12-04T13:42:27.4733472Z Entering 'third_party/psimd' 2025-12-04T13:42:27.4802126Z Entering 'third_party/pthreadpool' 2025-12-04T13:42:27.4867663Z Entering 'third_party/pybind11' 2025-12-04T13:42:27.4931328Z Entering 'third_party/python-peachpy' 2025-12-04T13:42:27.4999924Z Entering 'third_party/sleef' 2025-12-04T13:42:27.5062918Z Entering 'third_party/tensorpipe' 2025-12-04T13:42:27.5125243Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-12-04T13:42:27.5184424Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-12-04T13:42:27.5243895Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-12-04T13:42:27.5305511Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-12-04T13:42:27.5365070Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-12-04T13:42:27.5459892Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-12-04T13:42:27.5482123Z http.https://github.com/.extraheader 2025-12-04T13:42:27.5491397Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-12-04T13:42:27.5522452Z [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' || :" 2025-12-04T13:42:27.5848705Z Entering 'android/libs/fbjni' 2025-12-04T13:42:27.5896097Z http.https://github.com/.extraheader 2025-12-04T13:42:27.5934909Z Entering 'third_party/FP16' 2025-12-04T13:42:27.5977030Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6015669Z Entering 'third_party/FXdiv' 2025-12-04T13:42:27.6057413Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6101326Z Entering 'third_party/NNPACK' 2025-12-04T13:42:27.6147187Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6185066Z Entering 'third_party/NVTX' 2025-12-04T13:42:27.6228392Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6269808Z Entering 'third_party/VulkanMemoryAllocator' 2025-12-04T13:42:27.6311753Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6351714Z Entering 'third_party/XNNPACK' 2025-12-04T13:42:27.6398442Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6452221Z Entering 'third_party/aiter' 2025-12-04T13:42:27.6498743Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6540072Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-12-04T13:42:27.6586639Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6636510Z Entering 'third_party/benchmark' 2025-12-04T13:42:27.6680502Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6721459Z Entering 'third_party/composable_kernel' 2025-12-04T13:42:27.6767879Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6820934Z Entering 'third_party/cpp-httplib' 2025-12-04T13:42:27.6864373Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6903759Z Entering 'third_party/cpuinfo' 2025-12-04T13:42:27.6945923Z http.https://github.com/.extraheader 2025-12-04T13:42:27.6984216Z Entering 'third_party/cudnn_frontend' 2025-12-04T13:42:27.7026331Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7067807Z Entering 'third_party/cutlass' 2025-12-04T13:42:27.7110044Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7163373Z Entering 'third_party/fbgemm' 2025-12-04T13:42:27.7205136Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7245092Z Entering 'third_party/fbgemm/external/asmjit' 2025-12-04T13:42:27.7286717Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7326737Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-12-04T13:42:27.7367806Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7418109Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-12-04T13:42:27.7458553Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7500284Z Entering 'third_party/fbgemm/external/cutlass' 2025-12-04T13:42:27.7542141Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7591175Z Entering 'third_party/fbgemm/external/googletest' 2025-12-04T13:42:27.7631146Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7675280Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-12-04T13:42:27.7716950Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7757775Z Entering 'third_party/fbgemm/external/json' 2025-12-04T13:42:27.7798809Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7842134Z Entering 'third_party/flash-attention' 2025-12-04T13:42:27.7888802Z http.https://github.com/.extraheader 2025-12-04T13:42:27.7929785Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-12-04T13:42:27.7971028Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8017406Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-12-04T13:42:27.8058517Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8113604Z Entering 'third_party/flatbuffers' 2025-12-04T13:42:27.8156121Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8204360Z Entering 'third_party/fmt' 2025-12-04T13:42:27.8246505Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8291171Z Entering 'third_party/gemmlowp/gemmlowp' 2025-12-04T13:42:27.8331734Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8371865Z Entering 'third_party/gloo' 2025-12-04T13:42:27.8418888Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8462915Z Entering 'third_party/googletest' 2025-12-04T13:42:27.8506163Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8544866Z Entering 'third_party/ideep' 2025-12-04T13:42:27.8587051Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8623274Z Entering 'third_party/ideep/mkl-dnn' 2025-12-04T13:42:27.8668654Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8717841Z Entering 'third_party/ittapi' 2025-12-04T13:42:27.8758648Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8803705Z Entering 'third_party/kineto' 2025-12-04T13:42:27.8846311Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8884248Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-12-04T13:42:27.8927347Z http.https://github.com/.extraheader 2025-12-04T13:42:27.8968065Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-12-04T13:42:27.9009300Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9048502Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-12-04T13:42:27.9089305Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9130008Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-12-04T13:42:27.9171629Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9213272Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-12-04T13:42:27.9252495Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9291279Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-12-04T13:42:27.9333041Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9375779Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-12-04T13:42:27.9417499Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9458957Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-12-04T13:42:27.9502013Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9543041Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-12-04T13:42:27.9589624Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9633113Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-12-04T13:42:27.9676323Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9714701Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp' 2025-12-04T13:42:27.9757120Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9798532Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/civetweb' 2025-12-04T13:42:27.9841752Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9884804Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/prometheus-cpp/3rdparty/googletest' 2025-12-04T13:42:27.9927772Z http.https://github.com/.extraheader 2025-12-04T13:42:27.9974685Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-12-04T13:42:28.0016552Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0064304Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-12-04T13:42:28.0107452Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0148042Z Entering 'third_party/kleidiai' 2025-12-04T13:42:28.0189213Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0238890Z Entering 'third_party/mimalloc' 2025-12-04T13:42:28.0281160Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0321759Z Entering 'third_party/nlohmann' 2025-12-04T13:42:28.0368186Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0411831Z Entering 'third_party/onnx' 2025-12-04T13:42:28.0461084Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0516832Z Entering 'third_party/onnx/third_party/pybind11' 2025-12-04T13:42:28.0557960Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0611784Z Entering 'third_party/opentelemetry-cpp' 2025-12-04T13:42:28.0654921Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0693792Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-12-04T13:42:28.0735965Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0774752Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-12-04T13:42:28.0815499Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0852514Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-12-04T13:42:28.0894950Z http.https://github.com/.extraheader 2025-12-04T13:42:28.0933836Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-12-04T13:42:28.0976086Z http.https://github.com/.extraheader 2025-12-04T13:42:28.1016405Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-12-04T13:42:28.1058008Z http.https://github.com/.extraheader 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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/gflags/modules/doc/config remote.origin.url 2025-12-04T13:42:28.5280648Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-12-04T13:42:28.5307865Z 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 2025-12-04T13:42:28.5326866Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-12-04T13:42:28.5354233Z 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 2025-12-04T13:42:28.5373982Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-12-04T13:42:28.5402515Z 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