2025-08-14T21:20:09.9053862Z Current runner version: '2.328.0' 2025-08-14T21:20:09.9062826Z Runner name: 'i-00a742bcce90b8184' 2025-08-14T21:20:09.9063955Z Runner group name: 'default' 2025-08-14T21:20:09.9065309Z Machine name: 'ip-10-0-59-139' 2025-08-14T21:20:09.9069342Z ##[group]GITHUB_TOKEN Permissions 2025-08-14T21:20:09.9072420Z Contents: read 2025-08-14T21:20:09.9073312Z Metadata: read 2025-08-14T21:20:09.9074046Z ##[endgroup] 2025-08-14T21:20:09.9076978Z Secret source: Actions 2025-08-14T21:20:09.9078188Z Prepare workflow directory 2025-08-14T21:20:09.9834887Z Prepare all required actions 2025-08-14T21:20:09.9889110Z Getting action download info 2025-08-14T21:20:10.2991845Z Download action repository 'pytorch/test-infra@main' (SHA:83f58f391e939c10dcb8cb6d745e4cefa3b98a84) 2025-08-14T21:20:12.2051534Z Download action repository 'pytorch/pytorch@main' (SHA:3be70dc30e893b552fc0f23ca06cd8f7949b6d08) 2025-08-14T21:20:25.5609829Z Download action repository 'actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065' (SHA:a26af69be951a213d495a4c3e4e4022e16d87065) 2025-08-14T21:20:25.9370631Z Download action repository 'aws-actions/configure-aws-credentials@ececac1a45f3b08a01d2dd070d28d111c5fe6722' (SHA:ececac1a45f3b08a01d2dd070d28d111c5fe6722) 2025-08-14T21:20:26.1635567Z Download action repository 'aws-actions/amazon-ecr-login@062b18b96a7aff071d4dc91bc00c4c1a7945b076' (SHA:062b18b96a7aff071d4dc91bc00c4c1a7945b076) 2025-08-14T21:20:26.3609964Z Download action repository 'seemethere/upload-artifact-s3@baba72d0712b404f646cebe0730933554ebce96a' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-08-14T21:20:26.7253094Z Getting action download info 2025-08-14T21:20:26.8448843Z Download action repository 'actions/checkout@v4' (SHA:08eba0b27e820071cde6df949e0beb9ba4906955) 2025-08-14T21:20:27.1594683Z Getting action download info 2025-08-14T21:20:27.2814000Z Download action repository 'nick-fields/retry@v3.0.0' (SHA:7152eba30c6575329ac0576536151aca5a72780e) 2025-08-14T21:20:27.5179542Z Getting action download info 2025-08-14T21:20:27.6220462Z Download action repository 'nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482' (SHA:3e91a01664abd3c5cd539100d10d33b9c5b68482) 2025-08-14T21:20:27.8363107Z Getting action download info 2025-08-14T21:20:28.0022705Z Uses: pytorch/pytorch/.github/workflows/_linux-test.yml@refs/heads/main (1fc683cf17c8c673044538d10266c00f92987be2) 2025-08-14T21:20:28.0028407Z ##[group] Inputs 2025-08-14T21:20:28.0028911Z build-environment: linux-jammy-cuda12.4-py3.10-gcc11 2025-08-14T21:20:28.0031305Z test-matrix: {"include": [{"config": "legacy_nvidia_driver", "shard": 1, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 2, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 3, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 4, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 5, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}]} 2025-08-14T21:20:28.0034619Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:20:28.0035669Z sync-tag: 2025-08-14T21:20:28.0036818Z timeout-minutes: 240 2025-08-14T21:20:28.0037175Z use-gha: 2025-08-14T21:20:28.0037488Z dashboard-tag: 2025-08-14T21:20:28.0037810Z s3-bucket: gha-artifacts 2025-08-14T21:20:28.0038152Z aws-role-to-assume: 2025-08-14T21:20:28.0059300Z disable-monitor: false 2025-08-14T21:20:28.0059768Z monitor-log-interval: 5 2025-08-14T21:20:28.0060158Z monitor-data-collect-interval: 1 2025-08-14T21:20:28.0060584Z ##[endgroup] 2025-08-14T21:20:28.0061237Z Complete job name: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:20:28.0790397Z A job started hook has been configured by the self-hosted runner administrator 2025-08-14T21:20:28.0936435Z ##[group]Run '/home/ec2-user/runner-scripts/before_job.sh' 2025-08-14T21:20:28.0948018Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:20:28.0949000Z ##[endgroup] 2025-08-14T21:20:29.7693962Z Runner Type: linux.4xlarge.nvidia.gpu 2025-08-14T21:20:29.7694612Z Instance Type: g3.4xlarge 2025-08-14T21:20:29.7694970Z AMI Name: unknown 2025-08-14T21:20:29.7733951Z AMI ID: ami-05ffe3c48a9991133 2025-08-14T21:20:36.9181007Z ##[group]Run pytorch/test-infra/.github/actions/setup-ssh@main 2025-08-14T21:20:36.9181674Z with: 2025-08-14T21:20:36.9182410Z github-secret: *** 2025-08-14T21:20:36.9183313Z instructions: All testing is done inside the container, to start an interactive session run: docker exec -it $(docker container ps --format '{{.ID}}') bash 2025-08-14T21:20:36.9184229Z activate-with-label: false 2025-08-14T21:20:36.9184598Z label: with-ssh 2025-08-14T21:20:36.9184938Z remove-existing-keys: true 2025-08-14T21:20:36.9185289Z fail-silently: true 2025-08-14T21:20:36.9185632Z env: 2025-08-14T21:20:36.9185960Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:20:36.9186295Z ##[endgroup] 2025-08-14T21:20:37.1056778Z Please see https://github.com/pytorch/pytorch/wiki/Debugging-using-with-ssh-for-Github-Actions for more info. 2025-08-14T21:20:37.1060129Z Not on pull request and ciflow reference could not be extracted, skipping adding ssh keys 2025-08-14T21:20:37.1419326Z ##[group]Run pytorch/pytorch/.github/actions/checkout-pytorch@main 2025-08-14T21:20:37.1420012Z with: 2025-08-14T21:20:37.1420589Z no-sudo: true 2025-08-14T21:20:37.1420999Z submodules: recursive 2025-08-14T21:20:37.1421333Z fetch-depth: 0 2025-08-14T21:20:37.1421642Z env: 2025-08-14T21:20:37.1421933Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:20:37.1422290Z ##[endgroup] 2025-08-14T21:20:37.1532625Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-14T21:20:37.1533775Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-14T21:20:37.1546518Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:20:37.1546993Z env: 2025-08-14T21:20:37.1547336Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:20:37.1547746Z ##[endgroup] 2025-08-14T21:20:37.1656482Z ##[group]Run # Use all available CPUs for fetching 2025-08-14T21:20:37.1657046Z # Use all available CPUs for fetching 2025-08-14T21:20:37.1657474Z cd "${GITHUB_WORKSPACE}" 2025-08-14T21:20:37.1657917Z git config --global fetch.parallel 0 2025-08-14T21:20:37.1658416Z git config --global submodule.fetchJobs 0 2025-08-14T21:20:37.1658858Z  2025-08-14T21:20:37.1659324Z # Clean workspace. The default checkout action should also do this, but 2025-08-14T21:20:37.1659910Z # do it here as well just in case 2025-08-14T21:20:37.1660323Z if [[ -d .git ]]; then 2025-08-14T21:20:37.1660689Z  if [ -z "${NO_SUDO}" ]; then 2025-08-14T21:20:37.1661124Z  sudo git clean -ffdx 2025-08-14T21:20:37.1661496Z  else 2025-08-14T21:20:37.1661794Z  git clean -ffdx 2025-08-14T21:20:37.1662141Z  fi 2025-08-14T21:20:37.1662435Z fi 2025-08-14T21:20:37.1669297Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:20:37.1669789Z env: 2025-08-14T21:20:37.1670084Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:20:37.1670436Z NO_SUDO: true 2025-08-14T21:20:37.1670827Z ##[endgroup] 2025-08-14T21:20:37.1835839Z ##[group]Run actions/checkout@v4 2025-08-14T21:20:37.1836213Z with: 2025-08-14T21:20:37.1836650Z ref: 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:20:37.1837071Z fetch-depth: 0 2025-08-14T21:20:37.1837373Z submodules: recursive 2025-08-14T21:20:37.1837715Z show-progress: false 2025-08-14T21:20:37.1838066Z repository: pytorch/pytorch 2025-08-14T21:20:37.1838599Z token: *** 2025-08-14T21:20:37.1838887Z ssh-strict: true 2025-08-14T21:20:37.1839495Z ssh-user: git 2025-08-14T21:20:37.1839820Z persist-credentials: true 2025-08-14T21:20:37.1840160Z clean: true 2025-08-14T21:20:37.1840487Z sparse-checkout-cone-mode: true 2025-08-14T21:20:37.1840873Z fetch-tags: false 2025-08-14T21:20:37.1841177Z lfs: false 2025-08-14T21:20:37.1841483Z set-safe-directory: true 2025-08-14T21:20:37.1841839Z env: 2025-08-14T21:20:37.1842106Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:20:37.1842443Z ##[endgroup] 2025-08-14T21:20:37.3385252Z Syncing repository: pytorch/pytorch 2025-08-14T21:20:37.3387095Z ##[group]Getting Git version info 2025-08-14T21:20:37.3387744Z Working directory is '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2025-08-14T21:20:37.3388604Z [command]/usr/bin/git version 2025-08-14T21:20:37.3572159Z git version 2.47.1 2025-08-14T21:20:37.3614852Z ##[endgroup] 2025-08-14T21:20:37.3630639Z Copying '/home/ec2-user/.gitconfig' to '/home/ec2-user/actions-runner/_work/_temp/2d4aa648-f50e-4949-a5f1-0fa44180c4fc/.gitconfig' 2025-08-14T21:20:37.3656467Z Temporarily overriding HOME='/home/ec2-user/actions-runner/_work/_temp/2d4aa648-f50e-4949-a5f1-0fa44180c4fc' before making global git config changes 2025-08-14T21:20:37.3657664Z Adding repository directory to the temporary git global config as a safe directory 2025-08-14T21:20:37.3663901Z [command]/usr/bin/git config --global --add safe.directory /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-08-14T21:20:37.3716756Z Deleting the contents of '/home/ec2-user/actions-runner/_work/pytorch/pytorch' 2025-08-14T21:20:37.3721626Z ##[group]Initializing the repository 2025-08-14T21:20:37.3727473Z [command]/usr/bin/git init /home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-08-14T21:20:37.3792106Z hint: Using 'master' as the name for the initial branch. This default branch name 2025-08-14T21:20:37.3792907Z hint: is subject to change. To configure the initial branch name to use in all 2025-08-14T21:20:37.3793635Z hint: of your new repositories, which will suppress this warning, call: 2025-08-14T21:20:37.3794166Z hint: 2025-08-14T21:20:37.3794570Z hint: git config --global init.defaultBranch 2025-08-14T21:20:37.3795022Z hint: 2025-08-14T21:20:37.3795465Z hint: Names commonly chosen instead of 'master' are 'main', 'trunk' and 2025-08-14T21:20:37.3796164Z hint: 'development'. The just-created branch can be renamed via this command: 2025-08-14T21:20:37.3796715Z hint: 2025-08-14T21:20:37.3797018Z hint: git branch -m 2025-08-14T21:20:37.3810791Z Initialized empty Git repository in /home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/ 2025-08-14T21:20:37.3823546Z [command]/usr/bin/git remote add origin https://github.com/pytorch/pytorch 2025-08-14T21:20:37.3868877Z ##[endgroup] 2025-08-14T21:20:37.3869467Z ##[group]Disabling automatic garbage collection 2025-08-14T21:20:37.3874594Z [command]/usr/bin/git config --local gc.auto 0 2025-08-14T21:20:37.3908386Z ##[endgroup] 2025-08-14T21:20:37.3908894Z ##[group]Setting up auth 2025-08-14T21:20:37.3918566Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-08-14T21:20:37.3953441Z [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' || :" 2025-08-14T21:20:37.4349275Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-08-14T21:20:37.4389528Z [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' || :" 2025-08-14T21:20:37.4795325Z [command]/usr/bin/git config --local http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-08-14T21:20:37.4849602Z ##[endgroup] 2025-08-14T21:20:37.4850160Z ##[group]Fetching the repository 2025-08-14T21:20:37.4861411Z [command]/usr/bin/git -c protocol.version=2 fetch --prune --no-recurse-submodules origin +refs/heads/*:refs/remotes/origin/* +refs/tags/*:refs/tags/* 2025-08-14T21:21:38.1598254Z From https://github.com/pytorch/pytorch 2025-08-14T21:21:38.1599439Z * [new branch] 2.6.0.dev20241004+ -> origin/2.6.0.dev20241004+ 2025-08-14T21:21:38.1600706Z * [new branch] 5addvllmbuild -> origin/5addvllmbuild 2025-08-14T21:21:38.1601621Z * [new branch] AaronWang04_addmmfusion_perftest -> origin/AaronWang04_addmmfusion_perftest 2025-08-14T21:21:38.1603223Z * [new branch] HDCharles-2.6.0-release-notes -> origin/HDCharles-2.6.0-release-notes 2025-08-14T21:21:38.1604340Z * [new branch] JackCaoG/dynamo_make_fx_non_core_aten_ops -> origin/JackCaoG/dynamo_make_fx_non_core_aten_ops 2025-08-14T21:21:38.1606257Z * [new branch] PR-AOTInductorNoneBug -> origin/PR-AOTInductorNoneBug 2025-08-14T21:21:38.1609847Z * [new branch] PR-AOTInductorNoneBugFix -> origin/PR-AOTInductorNoneBugFix 2025-08-14T21:21:38.1611265Z * [new branch] PR-FixConfigsIssue -> origin/PR-FixConfigsIssue 2025-08-14T21:21:38.1613116Z * [new branch] PR-NoneBugFix-viable -> origin/PR-NoneBugFix-viable 2025-08-14T21:21:38.1615157Z * [new branch] PR-ResetToZero -> origin/PR-ResetToZero 2025-08-14T21:21:38.1618333Z * [new branch] Update-Flash-Packaging -> origin/Update-Flash-Packaging 2025-08-14T21:21:38.1619712Z * [new branch] add-missing-args-normalization -> origin/add-missing-args-normalization 2025-08-14T21:21:38.1621554Z * [new branch] add-user-guide-structure -> origin/add-user-guide-structure 2025-08-14T21:21:38.1623718Z * [new branch] addVllmPin -> origin/addVllmPin 2025-08-14T21:21:38.1625980Z * [new branch] add_windows_testing_back -> origin/add_windows_testing_back 2025-08-14T21:21:38.1629599Z * [new branch] addbuildvllm -> origin/addbuildvllm 2025-08-14T21:21:38.1631355Z * [new branch] addmm-heuristic -> origin/addmm-heuristic 2025-08-14T21:21:38.1633316Z * [new branch] addsimde -> origin/addsimde 2025-08-14T21:21:38.1636120Z * [new branch] addvllpinnedfile -> origin/addvllpinnedfile 2025-08-14T21:21:38.1638731Z * [new branch] adi/acl_upgrade -> origin/adi/acl_upgrade 2025-08-14T21:21:38.1640427Z * [new branch] adi/skip_slow_tests -> origin/adi/skip_slow_tests 2025-08-14T21:21:38.1642455Z * [new branch] adi/test -> origin/adi/test 2025-08-14T21:21:38.1644511Z * [new branch] adi/test_bgemm -> origin/adi/test_bgemm 2025-08-14T21:21:38.1646506Z * [new branch] adi/test_fusions -> origin/adi/test_fusions 2025-08-14T21:21:38.1648364Z * [new branch] adi/test_onednn_v3.9 -> origin/adi/test_onednn_v3.9 2025-08-14T21:21:38.1650371Z * [new branch] adi/test_presve_change -> origin/adi/test_presve_change 2025-08-14T21:21:38.1652314Z * [new branch] adi/test_timm -> origin/adi/test_timm 2025-08-14T21:21:38.1655051Z * [new branch] adi/testpresve_change -> origin/adi/testpresve_change 2025-08-14T21:21:38.1658286Z * [new branch] aditew01/test/vec_bf16 -> origin/aditew01/test/vec_bf16 2025-08-14T21:21:38.1660266Z * [new branch] ah-globalfeedback-hook -> origin/ah-globalfeedback-hook 2025-08-14T21:21:38.1662895Z * [new branch] albanD-patch-1 -> origin/albanD-patch-1 2025-08-14T21:21:38.1664536Z * [new branch] alt-disable -> origin/alt-disable 2025-08-14T21:21:38.1667595Z * [new branch] angelayi/aoti_additional_files -> origin/angelayi/aoti_additional_files 2025-08-14T21:21:38.1669415Z * [new branch] angelayi/aoti_inductor_fx -> origin/angelayi/aoti_inductor_fx 2025-08-14T21:21:38.1671568Z * [new branch] angelayi/assert_tensor_metadata_device -> origin/angelayi/assert_tensor_metadata_device 2025-08-14T21:21:38.1673242Z * [new branch] angelayi/benchmark -> origin/angelayi/benchmark 2025-08-14T21:21:38.1675787Z * [new branch] angelayi/benchmark2 -> origin/angelayi/benchmark2 2025-08-14T21:21:38.1678395Z * [new branch] angelayi/change_pytree_serialization -> origin/angelayi/change_pytree_serialization 2025-08-14T21:21:38.1680238Z * [new branch] angelayi/cpp_loader -> origin/angelayi/cpp_loader 2025-08-14T21:21:38.1683084Z * [new branch] angelayi/custom_op_subgraph -> origin/angelayi/custom_op_subgraph 2025-08-14T21:21:38.1684892Z * [new branch] angelayi/customop -> origin/angelayi/customop 2025-08-14T21:21:38.1687337Z * [new branch] angelayi/del_lib -> origin/angelayi/del_lib 2025-08-14T21:21:38.1688914Z 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ciflow/binaries/157432 2025-08-14T21:21:39.2683137Z * [new tag] ciflow/binaries/157685 -> ciflow/binaries/157685 2025-08-14T21:21:39.2684167Z * [new tag] ciflow/binaries/157689 -> ciflow/binaries/157689 2025-08-14T21:21:39.2685761Z * [new tag] ciflow/binaries/158104 -> ciflow/binaries/158104 2025-08-14T21:21:39.2687512Z * [new tag] ciflow/binaries/158623 -> ciflow/binaries/158623 2025-08-14T21:21:39.2688534Z * [new tag] ciflow/binaries/159827 -> ciflow/binaries/159827 2025-08-14T21:21:39.2690813Z * [new tag] ciflow/binaries/159869 -> ciflow/binaries/159869 2025-08-14T21:21:39.2692874Z * [new tag] ciflow/binaries/160593 -> ciflow/binaries/160593 2025-08-14T21:21:39.2694588Z * [new tag] ciflow/binaries_libtorch/143959 -> ciflow/binaries_libtorch/143959 2025-08-14T21:21:39.2695719Z * [new tag] ciflow/binaries_libtorch/156049 -> ciflow/binaries_libtorch/156049 2025-08-14T21:21:39.2697336Z * [new tag] ciflow/binaries_libtorch/157432 -> ciflow/binaries_libtorch/157432 2025-08-14T21:21:39.2698993Z * [new tag] ciflow/binaries_wheel/143959 -> ciflow/binaries_wheel/143959 2025-08-14T21:21:39.2699975Z * [new tag] ciflow/binaries_wheel/156049 -> ciflow/binaries_wheel/156049 2025-08-14T21:21:39.2701586Z * [new tag] ciflow/binaries_wheel/157432 -> ciflow/binaries_wheel/157432 2025-08-14T21:21:39.2703069Z * [new tag] ciflow/binaries_wheel/158733 -> ciflow/binaries_wheel/158733 2025-08-14T21:21:39.2704358Z * [new tag] ciflow/binaries_wheel/160301 -> ciflow/binaries_wheel/160301 2025-08-14T21:21:39.2706120Z * [new tag] ciflow/binaries_wheel/160496 -> ciflow/binaries_wheel/160496 2025-08-14T21:21:39.2708070Z * [new tag] ciflow/h100-distributed/156703 -> ciflow/h100-distributed/156703 2025-08-14T21:21:39.2709785Z * [new tag] ciflow/h100-symm-mem/151845 -> ciflow/h100-symm-mem/151845 2025-08-14T21:21:39.2710903Z * [new tag] ciflow/h100-symm-mem/155923 -> ciflow/h100-symm-mem/155923 2025-08-14T21:21:39.2712510Z * [new tag] ciflow/h100-symm-mem/157635 -> ciflow/h100-symm-mem/157635 2025-08-14T21:21:39.2714004Z * [new tag] ciflow/h100-symm-mem/159118 -> ciflow/h100-symm-mem/159118 2025-08-14T21:21:39.2715668Z * [new tag] ciflow/h100-symm-mem/159562 -> ciflow/h100-symm-mem/159562 2025-08-14T21:21:39.2716730Z * [new tag] ciflow/h100-symm-mem/159889 -> ciflow/h100-symm-mem/159889 2025-08-14T21:21:39.2718486Z * [new tag] ciflow/h100/159158 -> ciflow/h100/159158 2025-08-14T21:21:39.2720243Z * [new tag] ciflow/h100/160450 -> ciflow/h100/160450 2025-08-14T21:21:39.2721781Z * [new tag] ciflow/h100/160480 -> ciflow/h100/160480 2025-08-14T21:21:39.2723498Z * [new tag] ciflow/h100/160614 -> ciflow/h100/160614 2025-08-14T21:21:39.2725298Z * [new tag] ciflow/inductor-perf-test-nightly-rocm/151845 -> ciflow/inductor-perf-test-nightly-rocm/151845 2025-08-14T21:21:39.2726580Z * [new tag] ciflow/inductor-perf-test-nightly-rocm/160538 -> ciflow/inductor-perf-test-nightly-rocm/160538 2025-08-14T21:21:39.2728951Z * [new tag] ciflow/inductor-perf-test-nightly-x86-zen/156599 -> ciflow/inductor-perf-test-nightly-x86-zen/156599 2025-08-14T21:21:39.2730654Z * [new tag] ciflow/inductor-periodic/160406 -> ciflow/inductor-periodic/160406 2025-08-14T21:21:39.2731961Z * [new tag] ciflow/inductor-periodic/160538 -> ciflow/inductor-periodic/160538 2025-08-14T21:21:39.2733996Z * [new tag] ciflow/inductor-rocm/151845 -> ciflow/inductor-rocm/151845 2025-08-14T21:21:39.2735403Z * [new tag] ciflow/inductor-rocm/159158 -> ciflow/inductor-rocm/159158 2025-08-14T21:21:39.2736958Z * [new tag] ciflow/inductor-rocm/160073 -> ciflow/inductor-rocm/160073 2025-08-14T21:21:39.2738274Z * [new tag] ciflow/inductor-rocm/160538 -> ciflow/inductor-rocm/160538 2025-08-14T21:21:39.2739955Z * [new tag] ciflow/inductor/134881 -> ciflow/inductor/134881 2025-08-14T21:21:39.2741359Z * [new tag] ciflow/inductor/137400 -> ciflow/inductor/137400 2025-08-14T21:21:39.2742711Z * [new tag] ciflow/inductor/144516 -> ciflow/inductor/144516 2025-08-14T21:21:39.2744041Z * [new tag] ciflow/inductor/146506 -> ciflow/inductor/146506 2025-08-14T21:21:39.2745553Z * [new tag] ciflow/inductor/147360 -> ciflow/inductor/147360 2025-08-14T21:21:39.2746864Z * [new tag] ciflow/inductor/147990 -> ciflow/inductor/147990 2025-08-14T21:21:39.2748178Z * [new tag] ciflow/inductor/148180 -> ciflow/inductor/148180 2025-08-14T21:21:39.2749520Z * [new tag] ciflow/inductor/148328 -> ciflow/inductor/148328 2025-08-14T21:21:39.2750905Z * [new tag] ciflow/inductor/148484 -> ciflow/inductor/148484 2025-08-14T21:21:39.2752247Z * [new tag] ciflow/inductor/148492 -> ciflow/inductor/148492 2025-08-14T21:21:39.2753582Z * [new tag] ciflow/inductor/150302 -> ciflow/inductor/150302 2025-08-14T21:21:39.2755336Z * [new tag] ciflow/inductor/151845 -> ciflow/inductor/151845 2025-08-14T21:21:39.2757149Z * [new tag] ciflow/inductor/152198 -> ciflow/inductor/152198 2025-08-14T21:21:39.2758877Z * [new tag] ciflow/inductor/152624 -> ciflow/inductor/152624 2025-08-14T21:21:39.2760353Z * [new tag] ciflow/inductor/153966 -> ciflow/inductor/153966 2025-08-14T21:21:39.2761709Z * [new tag] ciflow/inductor/154193 -> ciflow/inductor/154193 2025-08-14T21:21:39.2763562Z * [new tag] ciflow/inductor/154650 -> ciflow/inductor/154650 2025-08-14T21:21:39.2764931Z * [new tag] ciflow/inductor/154694 -> ciflow/inductor/154694 2025-08-14T21:21:39.2766443Z * [new tag] ciflow/inductor/155072 -> ciflow/inductor/155072 2025-08-14T21:21:39.2767828Z * [new tag] ciflow/inductor/155152 -> ciflow/inductor/155152 2025-08-14T21:21:39.2769224Z * [new tag] ciflow/inductor/155153 -> ciflow/inductor/155153 2025-08-14T21:21:39.2770702Z * [new tag] ciflow/inductor/155154 -> ciflow/inductor/155154 2025-08-14T21:21:39.2772080Z * [new tag] ciflow/inductor/155501 -> ciflow/inductor/155501 2025-08-14T21:21:39.2773711Z * [new tag] ciflow/inductor/155502 -> ciflow/inductor/155502 2025-08-14T21:21:39.2774720Z * [new tag] ciflow/inductor/155503 -> ciflow/inductor/155503 2025-08-14T21:21:39.2776802Z * [new tag] ciflow/inductor/155504 -> ciflow/inductor/155504 2025-08-14T21:21:39.2778121Z * [new tag] ciflow/inductor/155557 -> ciflow/inductor/155557 2025-08-14T21:21:39.2780077Z * [new tag] ciflow/inductor/155608 -> ciflow/inductor/155608 2025-08-14T21:21:39.2781523Z * [new tag] ciflow/inductor/155923 -> ciflow/inductor/155923 2025-08-14T21:21:39.2782944Z * [new tag] ciflow/inductor/155928 -> ciflow/inductor/155928 2025-08-14T21:21:39.2784541Z * [new tag] ciflow/inductor/155958 -> ciflow/inductor/155958 2025-08-14T21:21:39.2785943Z * [new tag] ciflow/inductor/156049 -> ciflow/inductor/156049 2025-08-14T21:21:39.2787356Z * [new tag] ciflow/inductor/156851 -> ciflow/inductor/156851 2025-08-14T21:21:39.2788816Z * [new tag] ciflow/inductor/156967 -> ciflow/inductor/156967 2025-08-14T21:21:39.2790185Z * [new tag] ciflow/inductor/157148 -> ciflow/inductor/157148 2025-08-14T21:21:39.2791609Z * [new tag] ciflow/inductor/157149 -> ciflow/inductor/157149 2025-08-14T21:21:39.2793273Z * [new tag] ciflow/inductor/157152 -> ciflow/inductor/157152 2025-08-14T21:21:39.2794726Z * [new tag] ciflow/inductor/157542 -> ciflow/inductor/157542 2025-08-14T21:21:39.2796095Z * [new tag] ciflow/inductor/157572 -> ciflow/inductor/157572 2025-08-14T21:21:39.2797634Z * [new tag] ciflow/inductor/157635 -> ciflow/inductor/157635 2025-08-14T21:21:39.2799431Z * [new tag] ciflow/inductor/157685 -> ciflow/inductor/157685 2025-08-14T21:21:39.2801189Z * [new tag] ciflow/inductor/157686 -> ciflow/inductor/157686 2025-08-14T21:21:39.2802113Z * [new tag] ciflow/inductor/157689 -> ciflow/inductor/157689 2025-08-14T21:21:39.2803678Z * [new tag] ciflow/inductor/157699 -> ciflow/inductor/157699 2025-08-14T21:21:39.2805302Z * [new tag] ciflow/inductor/157743 -> ciflow/inductor/157743 2025-08-14T21:21:39.2806815Z * [new tag] ciflow/inductor/157944 -> ciflow/inductor/157944 2025-08-14T21:21:39.2808227Z * [new tag] ciflow/inductor/157971 -> ciflow/inductor/157971 2025-08-14T21:21:39.2809850Z * [new tag] ciflow/inductor/157994 -> ciflow/inductor/157994 2025-08-14T21:21:39.2811292Z * [new tag] ciflow/inductor/158061 -> ciflow/inductor/158061 2025-08-14T21:21:39.2812753Z * [new tag] ciflow/inductor/158091 -> ciflow/inductor/158091 2025-08-14T21:21:39.2814161Z * [new tag] ciflow/inductor/158097 -> ciflow/inductor/158097 2025-08-14T21:21:39.2815592Z * [new tag] ciflow/inductor/158098 -> ciflow/inductor/158098 2025-08-14T21:21:39.2816981Z * [new tag] ciflow/inductor/158104 -> ciflow/inductor/158104 2025-08-14T21:21:39.2818437Z * [new tag] ciflow/inductor/158168 -> ciflow/inductor/158168 2025-08-14T21:21:39.2820062Z * [new tag] ciflow/inductor/158250 -> ciflow/inductor/158250 2025-08-14T21:21:39.2821464Z * [new tag] ciflow/inductor/158321 -> ciflow/inductor/158321 2025-08-14T21:21:39.2822892Z * [new tag] ciflow/inductor/158609 -> ciflow/inductor/158609 2025-08-14T21:21:39.2824320Z * [new tag] ciflow/inductor/158647 -> ciflow/inductor/158647 2025-08-14T21:21:39.2825726Z * [new tag] ciflow/inductor/158914 -> ciflow/inductor/158914 2025-08-14T21:21:39.2827558Z * [new tag] ciflow/inductor/158932 -> ciflow/inductor/158932 2025-08-14T21:21:39.2828993Z * [new tag] ciflow/inductor/158987 -> ciflow/inductor/158987 2025-08-14T21:21:39.2830517Z * [new tag] ciflow/inductor/159009 -> ciflow/inductor/159009 2025-08-14T21:21:39.2832162Z * [new tag] ciflow/inductor/159010 -> ciflow/inductor/159010 2025-08-14T21:21:39.2833602Z * [new tag] ciflow/inductor/159093 -> ciflow/inductor/159093 2025-08-14T21:21:39.2835015Z * [new tag] ciflow/inductor/159158 -> ciflow/inductor/159158 2025-08-14T21:21:39.2836432Z * [new tag] ciflow/inductor/159197 -> ciflow/inductor/159197 2025-08-14T21:21:39.2838140Z * [new tag] ciflow/inductor/159274 -> ciflow/inductor/159274 2025-08-14T21:21:39.2839547Z * [new tag] ciflow/inductor/159281 -> ciflow/inductor/159281 2025-08-14T21:21:39.2841200Z * [new tag] ciflow/inductor/159329 -> ciflow/inductor/159329 2025-08-14T21:21:39.2842595Z * [new tag] ciflow/inductor/159361 -> ciflow/inductor/159361 2025-08-14T21:21:39.2844037Z * [new tag] ciflow/inductor/159365 -> ciflow/inductor/159365 2025-08-14T21:21:39.2845436Z * [new tag] ciflow/inductor/159366 -> ciflow/inductor/159366 2025-08-14T21:21:39.2846870Z * [new tag] ciflow/inductor/159367 -> ciflow/inductor/159367 2025-08-14T21:21:39.2848334Z * [new tag] ciflow/inductor/159368 -> ciflow/inductor/159368 2025-08-14T21:21:39.2849919Z * [new tag] ciflow/inductor/159473 -> ciflow/inductor/159473 2025-08-14T21:21:39.2851383Z * [new tag] ciflow/inductor/159483 -> ciflow/inductor/159483 2025-08-14T21:21:39.2852772Z * [new tag] ciflow/inductor/159508 -> ciflow/inductor/159508 2025-08-14T21:21:39.2854221Z * [new tag] ciflow/inductor/159523 -> ciflow/inductor/159523 2025-08-14T21:21:39.2855617Z * [new tag] ciflow/inductor/159678 -> ciflow/inductor/159678 2025-08-14T21:21:39.2857108Z * [new tag] ciflow/inductor/159691 -> ciflow/inductor/159691 2025-08-14T21:21:39.2858867Z * [new tag] ciflow/inductor/159778 -> ciflow/inductor/159778 2025-08-14T21:21:39.2860358Z * [new tag] ciflow/inductor/159786 -> ciflow/inductor/159786 2025-08-14T21:21:39.2861816Z * [new tag] ciflow/inductor/159817 -> ciflow/inductor/159817 2025-08-14T21:21:39.2863323Z * [new tag] ciflow/inductor/159842 -> ciflow/inductor/159842 2025-08-14T21:21:39.2864796Z * [new tag] ciflow/inductor/159864 -> ciflow/inductor/159864 2025-08-14T21:21:39.2866337Z * [new tag] ciflow/inductor/159865 -> ciflow/inductor/159865 2025-08-14T21:21:39.2867732Z * [new tag] ciflow/inductor/159869 -> ciflow/inductor/159869 2025-08-14T21:21:39.2869176Z * [new tag] ciflow/inductor/159875 -> ciflow/inductor/159875 2025-08-14T21:21:39.2870607Z * [new tag] ciflow/inductor/159889 -> ciflow/inductor/159889 2025-08-14T21:21:39.2872009Z * [new tag] ciflow/inductor/159902 -> ciflow/inductor/159902 2025-08-14T21:21:39.2873627Z * [new tag] ciflow/inductor/159923 -> ciflow/inductor/159923 2025-08-14T21:21:39.2875773Z * [new tag] ciflow/inductor/159944 -> ciflow/inductor/159944 2025-08-14T21:21:39.2877238Z * [new tag] ciflow/inductor/160004 -> ciflow/inductor/160004 2025-08-14T21:21:39.2878643Z * [new tag] ciflow/inductor/160080 -> ciflow/inductor/160080 2025-08-14T21:21:39.2880093Z * [new tag] ciflow/inductor/160108 -> ciflow/inductor/160108 2025-08-14T21:21:39.2881493Z * [new tag] ciflow/inductor/160109 -> ciflow/inductor/160109 2025-08-14T21:21:39.2883430Z * [new tag] ciflow/inductor/160111 -> ciflow/inductor/160111 2025-08-14T21:21:39.2884482Z * [new tag] ciflow/inductor/160113 -> ciflow/inductor/160113 2025-08-14T21:21:39.2886067Z * [new tag] ciflow/inductor/160127 -> ciflow/inductor/160127 2025-08-14T21:21:39.2887512Z * [new tag] ciflow/inductor/160131 -> ciflow/inductor/160131 2025-08-14T21:21:39.2889146Z * [new tag] ciflow/inductor/160132 -> ciflow/inductor/160132 2025-08-14T21:21:39.2890568Z * [new tag] ciflow/inductor/160136 -> ciflow/inductor/160136 2025-08-14T21:21:39.2892014Z * [new tag] ciflow/inductor/160138 -> ciflow/inductor/160138 2025-08-14T21:21:39.2893460Z * [new tag] ciflow/inductor/160151 -> ciflow/inductor/160151 2025-08-14T21:21:39.2894920Z * [new tag] ciflow/inductor/160152 -> ciflow/inductor/160152 2025-08-14T21:21:39.2896306Z * [new tag] ciflow/inductor/160154 -> ciflow/inductor/160154 2025-08-14T21:21:39.2897743Z * [new tag] ciflow/inductor/160156 -> ciflow/inductor/160156 2025-08-14T21:21:39.2899596Z * [new tag] ciflow/inductor/160161 -> ciflow/inductor/160161 2025-08-14T21:21:39.2901375Z * [new tag] ciflow/inductor/160166 -> ciflow/inductor/160166 2025-08-14T21:21:39.2902760Z * [new tag] ciflow/inductor/160168 -> ciflow/inductor/160168 2025-08-14T21:21:39.2904194Z * [new tag] ciflow/inductor/160174 -> ciflow/inductor/160174 2025-08-14T21:21:39.2905609Z * [new tag] ciflow/inductor/160181 -> ciflow/inductor/160181 2025-08-14T21:21:39.2907268Z * [new tag] ciflow/inductor/160183 -> ciflow/inductor/160183 2025-08-14T21:21:39.2908991Z * [new tag] ciflow/inductor/160190 -> ciflow/inductor/160190 2025-08-14T21:21:39.2910822Z * [new tag] ciflow/inductor/160198 -> ciflow/inductor/160198 2025-08-14T21:21:39.2912439Z * [new tag] ciflow/inductor/160201 -> ciflow/inductor/160201 2025-08-14T21:21:39.2913872Z * [new tag] ciflow/inductor/160209 -> ciflow/inductor/160209 2025-08-14T21:21:39.2915631Z * [new tag] ciflow/inductor/160218 -> ciflow/inductor/160218 2025-08-14T21:21:39.2917060Z * [new tag] ciflow/inductor/160239 -> ciflow/inductor/160239 2025-08-14T21:21:39.2918555Z * [new tag] ciflow/inductor/160250 -> ciflow/inductor/160250 2025-08-14T21:21:39.2920094Z * [new tag] ciflow/inductor/160253 -> ciflow/inductor/160253 2025-08-14T21:21:39.2921789Z * [new tag] ciflow/inductor/160266 -> ciflow/inductor/160266 2025-08-14T21:21:39.2923209Z * [new tag] ciflow/inductor/160282 -> ciflow/inductor/160282 2025-08-14T21:21:39.2924738Z * [new tag] ciflow/inductor/160298 -> ciflow/inductor/160298 2025-08-14T21:21:39.2926226Z * [new tag] ciflow/inductor/160301 -> ciflow/inductor/160301 2025-08-14T21:21:39.2927863Z * [new tag] ciflow/inductor/160310 -> ciflow/inductor/160310 2025-08-14T21:21:39.2929593Z * [new tag] ciflow/inductor/160323 -> ciflow/inductor/160323 2025-08-14T21:21:39.2931753Z * [new tag] ciflow/inductor/160324 -> ciflow/inductor/160324 2025-08-14T21:21:39.2933937Z * [new tag] ciflow/inductor/160325 -> ciflow/inductor/160325 2025-08-14T21:21:39.2935531Z * [new tag] ciflow/inductor/160326 -> ciflow/inductor/160326 2025-08-14T21:21:39.2937263Z * [new tag] ciflow/inductor/160327 -> ciflow/inductor/160327 2025-08-14T21:21:39.2938869Z * [new tag] ciflow/inductor/160328 -> ciflow/inductor/160328 2025-08-14T21:21:39.2940914Z * [new tag] ciflow/inductor/160329 -> ciflow/inductor/160329 2025-08-14T21:21:39.2942454Z * [new tag] ciflow/inductor/160351 -> ciflow/inductor/160351 2025-08-14T21:21:39.2943841Z * [new tag] ciflow/inductor/160353 -> ciflow/inductor/160353 2025-08-14T21:21:39.2945271Z * [new tag] ciflow/inductor/160362 -> ciflow/inductor/160362 2025-08-14T21:21:39.2946711Z * [new tag] ciflow/inductor/160363 -> ciflow/inductor/160363 2025-08-14T21:21:39.2948131Z * [new tag] ciflow/inductor/160364 -> ciflow/inductor/160364 2025-08-14T21:21:39.2949595Z * [new tag] ciflow/inductor/160365 -> ciflow/inductor/160365 2025-08-14T21:21:39.2951072Z * [new tag] ciflow/inductor/160366 -> ciflow/inductor/160366 2025-08-14T21:21:39.2952479Z * [new tag] ciflow/inductor/160367 -> ciflow/inductor/160367 2025-08-14T21:21:39.2953897Z * [new tag] ciflow/inductor/160368 -> ciflow/inductor/160368 2025-08-14T21:21:39.2955330Z * [new tag] ciflow/inductor/160369 -> ciflow/inductor/160369 2025-08-14T21:21:39.2956891Z * [new tag] ciflow/inductor/160371 -> ciflow/inductor/160371 2025-08-14T21:21:39.2958357Z * [new tag] ciflow/inductor/160374 -> ciflow/inductor/160374 2025-08-14T21:21:39.2959766Z * [new tag] ciflow/inductor/160375 -> ciflow/inductor/160375 2025-08-14T21:21:39.2961249Z * [new tag] ciflow/inductor/160377 -> ciflow/inductor/160377 2025-08-14T21:21:39.2962691Z * [new tag] ciflow/inductor/160380 -> ciflow/inductor/160380 2025-08-14T21:21:39.2964451Z * [new tag] ciflow/inductor/160381 -> ciflow/inductor/160381 2025-08-14T21:21:39.2966323Z * [new tag] ciflow/inductor/160383 -> ciflow/inductor/160383 2025-08-14T21:21:39.2968055Z * [new tag] ciflow/inductor/160394 -> ciflow/inductor/160394 2025-08-14T21:21:39.2969540Z * [new tag] ciflow/inductor/160401 -> ciflow/inductor/160401 2025-08-14T21:21:39.2970968Z * [new tag] ciflow/inductor/160402 -> ciflow/inductor/160402 2025-08-14T21:21:39.2972564Z * [new tag] ciflow/inductor/160403 -> ciflow/inductor/160403 2025-08-14T21:21:39.2973825Z * [new tag] ciflow/inductor/160424 -> ciflow/inductor/160424 2025-08-14T21:21:39.2975949Z * [new tag] ciflow/inductor/160426 -> ciflow/inductor/160426 2025-08-14T21:21:39.2977555Z * [new tag] ciflow/inductor/160431 -> ciflow/inductor/160431 2025-08-14T21:21:39.2979094Z * [new tag] ciflow/inductor/160448 -> ciflow/inductor/160448 2025-08-14T21:21:39.2980983Z * [new tag] ciflow/inductor/160450 -> ciflow/inductor/160450 2025-08-14T21:21:39.2982422Z * [new tag] ciflow/inductor/160455 -> ciflow/inductor/160455 2025-08-14T21:21:39.2984320Z * [new tag] ciflow/inductor/160456 -> ciflow/inductor/160456 2025-08-14T21:21:39.2985831Z * [new tag] ciflow/inductor/160461 -> ciflow/inductor/160461 2025-08-14T21:21:39.2987663Z * [new tag] ciflow/inductor/160462 -> ciflow/inductor/160462 2025-08-14T21:21:39.2989024Z * [new tag] ciflow/inductor/160467 -> ciflow/inductor/160467 2025-08-14T21:21:39.2990652Z * [new tag] ciflow/inductor/160470 -> ciflow/inductor/160470 2025-08-14T21:21:39.2992335Z * [new tag] ciflow/inductor/160473 -> ciflow/inductor/160473 2025-08-14T21:21:39.2993374Z * [new tag] ciflow/inductor/160476 -> ciflow/inductor/160476 2025-08-14T21:21:39.2995176Z * [new tag] ciflow/inductor/160480 -> ciflow/inductor/160480 2025-08-14T21:21:39.2997237Z * [new tag] ciflow/inductor/160481 -> ciflow/inductor/160481 2025-08-14T21:21:39.2998784Z * [new tag] ciflow/inductor/160482 -> ciflow/inductor/160482 2025-08-14T21:21:39.3000218Z * [new tag] ciflow/inductor/160483 -> ciflow/inductor/160483 2025-08-14T21:21:39.3001453Z * [new tag] ciflow/inductor/160485 -> ciflow/inductor/160485 2025-08-14T21:21:39.3003350Z * [new tag] ciflow/inductor/160486 -> ciflow/inductor/160486 2025-08-14T21:21:39.3004590Z * [new tag] ciflow/inductor/160503 -> ciflow/inductor/160503 2025-08-14T21:21:39.3006136Z * [new tag] ciflow/inductor/160510 -> ciflow/inductor/160510 2025-08-14T21:21:39.3007389Z * [new tag] ciflow/inductor/160527 -> ciflow/inductor/160527 2025-08-14T21:21:39.3009080Z * [new tag] ciflow/inductor/160530 -> ciflow/inductor/160530 2025-08-14T21:21:39.3010334Z * [new tag] ciflow/inductor/160531 -> ciflow/inductor/160531 2025-08-14T21:21:39.3011979Z * [new tag] ciflow/inductor/160538 -> ciflow/inductor/160538 2025-08-14T21:21:39.3014371Z * [new tag] ciflow/inductor/160539 -> ciflow/inductor/160539 2025-08-14T21:21:39.3016253Z * [new tag] ciflow/inductor/160540 -> ciflow/inductor/160540 2025-08-14T21:21:39.3017567Z * [new tag] ciflow/inductor/160548 -> ciflow/inductor/160548 2025-08-14T21:21:39.3019046Z * [new tag] ciflow/inductor/160561 -> ciflow/inductor/160561 2025-08-14T21:21:39.3021139Z * [new tag] ciflow/inductor/160576 -> ciflow/inductor/160576 2025-08-14T21:21:39.3022683Z * [new tag] ciflow/inductor/160578 -> ciflow/inductor/160578 2025-08-14T21:21:39.3023929Z * [new tag] ciflow/inductor/160580 -> ciflow/inductor/160580 2025-08-14T21:21:39.3025516Z * [new tag] ciflow/inductor/160583 -> ciflow/inductor/160583 2025-08-14T21:21:39.3027236Z * [new tag] ciflow/inductor/160589 -> ciflow/inductor/160589 2025-08-14T21:21:39.3029029Z * [new tag] ciflow/inductor/160590 -> ciflow/inductor/160590 2025-08-14T21:21:39.3031043Z * [new tag] ciflow/inductor/160592 -> ciflow/inductor/160592 2025-08-14T21:21:39.3032740Z * [new tag] ciflow/inductor/160596 -> ciflow/inductor/160596 2025-08-14T21:21:39.3035141Z * [new tag] ciflow/inductor/160601 -> ciflow/inductor/160601 2025-08-14T21:21:39.3036890Z * [new tag] ciflow/inductor/160607 -> ciflow/inductor/160607 2025-08-14T21:21:39.3038539Z * [new tag] ciflow/inductor/160608 -> ciflow/inductor/160608 2025-08-14T21:21:39.3039803Z * [new tag] ciflow/inductor/160611 -> ciflow/inductor/160611 2025-08-14T21:21:39.3041807Z * [new tag] ciflow/inductor/160614 -> ciflow/inductor/160614 2025-08-14T21:21:39.3043111Z * [new tag] ciflow/inductor/160616 -> ciflow/inductor/160616 2025-08-14T21:21:39.3044640Z * [new tag] ciflow/inductor/160619 -> ciflow/inductor/160619 2025-08-14T21:21:39.3046228Z * [new tag] ciflow/inductor/160625 -> ciflow/inductor/160625 2025-08-14T21:21:39.3047686Z * [new tag] ciflow/inductor/160635 -> ciflow/inductor/160635 2025-08-14T21:21:39.3049371Z * [new tag] ciflow/inductor/160649 -> ciflow/inductor/160649 2025-08-14T21:21:39.3050769Z * [new tag] ciflow/inductor/160658 -> ciflow/inductor/160658 2025-08-14T21:21:39.3052333Z * [new tag] ciflow/inductor/160662 -> ciflow/inductor/160662 2025-08-14T21:21:39.3053615Z * [new tag] ciflow/inductor/160668 -> ciflow/inductor/160668 2025-08-14T21:21:39.3055514Z * [new tag] ciflow/inductor/160669 -> ciflow/inductor/160669 2025-08-14T21:21:39.3056917Z * [new tag] ciflow/inductor/160670 -> ciflow/inductor/160670 2025-08-14T21:21:39.3058818Z * [new tag] ciflow/inductor/160671 -> ciflow/inductor/160671 2025-08-14T21:21:39.3060438Z * [new tag] ciflow/inductor/160677 -> ciflow/inductor/160677 2025-08-14T21:21:39.3061517Z * [new tag] ciflow/inductor/160679 -> ciflow/inductor/160679 2025-08-14T21:21:39.3063707Z * [new tag] ciflow/inductor/3b9a386 -> ciflow/inductor/3b9a386 2025-08-14T21:21:39.3065464Z * [new tag] ciflow/inductor/3d4b92b -> ciflow/inductor/3d4b92b 2025-08-14T21:21:39.3067019Z * [new tag] ciflow/inductor/d224ac7 -> ciflow/inductor/d224ac7 2025-08-14T21:21:39.3068847Z * [new tag] ciflow/linux-aarch64/147855 -> ciflow/linux-aarch64/147855 2025-08-14T21:21:39.3069854Z * [new tag] ciflow/linux-aarch64/157994 -> ciflow/linux-aarch64/157994 2025-08-14T21:21:39.3071418Z * [new tag] ciflow/linux-aarch64/159737 -> ciflow/linux-aarch64/159737 2025-08-14T21:21:39.3072734Z * [new tag] ciflow/linux-aarch64/160078 -> ciflow/linux-aarch64/160078 2025-08-14T21:21:39.3074031Z * [new tag] ciflow/linux-aarch64/160299 -> ciflow/linux-aarch64/160299 2025-08-14T21:21:39.3075298Z * [new tag] ciflow/linux-aarch64/160301 -> ciflow/linux-aarch64/160301 2025-08-14T21:21:39.3077058Z * [new tag] ciflow/mps/155923 -> ciflow/mps/155923 2025-08-14T21:21:39.3078095Z * [new tag] ciflow/mps/157553 -> ciflow/mps/157553 2025-08-14T21:21:39.3079629Z * [new tag] ciflow/mps/157635 -> ciflow/mps/157635 2025-08-14T21:21:39.3080857Z * [new tag] ciflow/mps/160541 -> ciflow/mps/160541 2025-08-14T21:21:39.3082918Z * [new tag] ciflow/nightly/156049 -> ciflow/nightly/156049 2025-08-14T21:21:39.3084145Z * [new tag] ciflow/nightly/158104 -> ciflow/nightly/158104 2025-08-14T21:21:39.3086210Z * [new tag] ciflow/op-benchmark/157994 -> ciflow/op-benchmark/157994 2025-08-14T21:21:39.3087810Z * [new tag] ciflow/periodic-rocm-mi300/139971 -> ciflow/periodic-rocm-mi300/139971 2025-08-14T21:21:39.3088949Z * [new tag] ciflow/periodic-rocm-mi300/160073 -> ciflow/periodic-rocm-mi300/160073 2025-08-14T21:21:39.3090453Z * [new tag] ciflow/periodic-rocm-mi300/160538 -> ciflow/periodic-rocm-mi300/160538 2025-08-14T21:21:39.3092514Z * [new tag] ciflow/periodic/054a2fd -> ciflow/periodic/054a2fd 2025-08-14T21:21:39.3093965Z * [new tag] ciflow/periodic/131296 -> ciflow/periodic/131296 2025-08-14T21:21:39.3095122Z * [new tag] ciflow/periodic/139971 -> ciflow/periodic/139971 2025-08-14T21:21:39.3096766Z * [new tag] ciflow/periodic/143959 -> ciflow/periodic/143959 2025-08-14T21:21:39.3097797Z * [new tag] ciflow/periodic/154595 -> ciflow/periodic/154595 2025-08-14T21:21:39.3099570Z * [new tag] ciflow/periodic/156703 -> ciflow/periodic/156703 2025-08-14T21:21:39.3100558Z * [new tag] ciflow/periodic/160201 -> ciflow/periodic/160201 2025-08-14T21:21:39.3102218Z * [new tag] ciflow/periodic/160424 -> ciflow/periodic/160424 2025-08-14T21:21:39.3103215Z * [new tag] ciflow/periodic/160538 -> ciflow/periodic/160538 2025-08-14T21:21:39.3106237Z * [new tag] ciflow/periodic/1febab2a89302464f6c7d69cfbef7a24c421ea65 -> ciflow/periodic/1febab2a89302464f6c7d69cfbef7a24c421ea65 2025-08-14T21:21:39.3107962Z * [new tag] ciflow/periodic/2a6d37d -> ciflow/periodic/2a6d37d 2025-08-14T21:21:39.3109930Z * [new tag] ciflow/periodic/2ee22e435131369a7e4f8cc4732579acc29a941b -> ciflow/periodic/2ee22e435131369a7e4f8cc4732579acc29a941b 2025-08-14T21:21:39.3111301Z * [new tag] ciflow/periodic/317eeb8 -> ciflow/periodic/317eeb8 2025-08-14T21:21:39.3113139Z * [new tag] ciflow/periodic/3c32 -> ciflow/periodic/3c32 2025-08-14T21:21:39.3114886Z * [new tag] ciflow/periodic/3e98831 -> ciflow/periodic/3e98831 2025-08-14T21:21:39.3117029Z * [new tag] ciflow/periodic/4a773e1e867f28a8ff0b15203e5cd9548f74fcee -> ciflow/periodic/4a773e1e867f28a8ff0b15203e5cd9548f74fcee 2025-08-14T21:21:39.3118730Z * [new tag] ciflow/periodic/5f5f508aa836a46dfe88857fb223049616b94e93 -> ciflow/periodic/5f5f508aa836a46dfe88857fb223049616b94e93 2025-08-14T21:21:39.3120398Z * [new tag] ciflow/periodic/94512-point -> ciflow/periodic/94512-point 2025-08-14T21:21:39.3122579Z * [new tag] ciflow/periodic/csl/test87519 -> ciflow/periodic/csl/test87519 2025-08-14T21:21:39.3124196Z * [new tag] ciflow/periodic/csltest88275 -> ciflow/periodic/csltest88275 2025-08-14T21:21:39.3125817Z * [new tag] ciflow/periodic/csltest88761 -> ciflow/periodic/csltest88761 2025-08-14T21:21:39.3128235Z * [new tag] ciflow/periodic/d7114f05b10de8e6de81ffc567d63944c3117d51 -> ciflow/periodic/d7114f05b10de8e6de81ffc567d63944c3117d51 2025-08-14T21:21:39.3129319Z * [new tag] ciflow/periodic/release_1.12 -> ciflow/periodic/release_1.12 2025-08-14T21:21:39.3131521Z * [new tag] ciflow/periodic/release_1.12.0 -> ciflow/periodic/release_1.12.0 2025-08-14T21:21:39.3133885Z * [new tag] ciflow/periodic/sha-ec5b83 -> ciflow/periodic/sha-ec5b83 2025-08-14T21:21:39.3136032Z * [new tag] ciflow/rocm-mi300/151360 -> ciflow/rocm-mi300/151360 2025-08-14T21:21:39.3137295Z * [new tag] ciflow/rocm-mi300/159158 -> ciflow/rocm-mi300/159158 2025-08-14T21:21:39.3138740Z * [new tag] ciflow/rocm-mi300/160073 -> ciflow/rocm-mi300/160073 2025-08-14T21:21:39.3140282Z * [new tag] ciflow/rocm-mi300/160468 -> ciflow/rocm-mi300/160468 2025-08-14T21:21:39.3141523Z * [new tag] ciflow/rocm-mi300/160538 -> ciflow/rocm-mi300/160538 2025-08-14T21:21:39.3143420Z * [new tag] ciflow/rocm-mi355/160215 -> ciflow/rocm-mi355/160215 2025-08-14T21:21:39.3145034Z * [new tag] ciflow/rocm/148492 -> ciflow/rocm/148492 2025-08-14T21:21:39.3146232Z * [new tag] ciflow/rocm/151360 -> ciflow/rocm/151360 2025-08-14T21:21:39.3147703Z * [new tag] ciflow/rocm/151845 -> ciflow/rocm/151845 2025-08-14T21:21:39.3149209Z * [new tag] ciflow/rocm/154864 -> ciflow/rocm/154864 2025-08-14T21:21:39.3150746Z * [new tag] ciflow/rocm/156491 -> ciflow/rocm/156491 2025-08-14T21:21:39.3151868Z * [new tag] ciflow/rocm/158219 -> ciflow/rocm/158219 2025-08-14T21:21:39.3153555Z * [new tag] ciflow/rocm/158220 -> ciflow/rocm/158220 2025-08-14T21:21:39.3154600Z * [new tag] ciflow/rocm/158224 -> ciflow/rocm/158224 2025-08-14T21:21:39.3156114Z * [new tag] ciflow/rocm/159158 -> ciflow/rocm/159158 2025-08-14T21:21:39.3157512Z * [new tag] ciflow/rocm/160215 -> ciflow/rocm/160215 2025-08-14T21:21:39.3158994Z * [new tag] ciflow/rocm/160468 -> ciflow/rocm/160468 2025-08-14T21:21:39.3160716Z * [new tag] ciflow/rocm/160538 -> ciflow/rocm/160538 2025-08-14T21:21:39.3162492Z * [new tag] ciflow/s390/143959 -> ciflow/s390/143959 2025-08-14T21:21:39.3164286Z * [new tag] ciflow/slow/01c7106 -> ciflow/slow/01c7106 2025-08-14T21:21:39.3166552Z * [new tag] ciflow/slow/0577043 -> ciflow/slow/0577043 2025-08-14T21:21:39.3168572Z * [new tag] ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym -> ciflow/slow/0d5b74da0cab798fbfdb9caa53fad816999c8386-sdym 2025-08-14T21:21:39.3170016Z * [new tag] ciflow/slow/0e81104 -> ciflow/slow/0e81104 2025-08-14T21:21:39.3170971Z * [new tag] ciflow/slow/154595 -> ciflow/slow/154595 2025-08-14T21:21:39.3172886Z * [new tag] ciflow/slow/1732077 -> ciflow/slow/1732077 2025-08-14T21:21:39.3174541Z * [new tag] ciflow/slow/187eb7c -> ciflow/slow/187eb7c 2025-08-14T21:21:39.3176103Z * [new tag] ciflow/slow/1faef89 -> ciflow/slow/1faef89 2025-08-14T21:21:39.3178277Z * [new tag] ciflow/slow/3920ec1 -> ciflow/slow/3920ec1 2025-08-14T21:21:39.3180168Z * [new tag] ciflow/slow/3b7c6b2 -> ciflow/slow/3b7c6b2 2025-08-14T21:21:39.3181953Z * [new tag] ciflow/slow/59a3759 -> ciflow/slow/59a3759 2025-08-14T21:21:39.3183597Z * [new tag] ciflow/slow/70ef0bb -> ciflow/slow/70ef0bb 2025-08-14T21:21:39.3185251Z * [new tag] ciflow/slow/788ff06 -> ciflow/slow/788ff06 2025-08-14T21:21:39.3187514Z * [new tag] ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym -> ciflow/slow/8751002215790a3a88750faa8f4366933e296693-sdym 2025-08-14T21:21:39.3188613Z * [new tag] ciflow/slow/9d85864 -> ciflow/slow/9d85864 2025-08-14T21:21:39.3190441Z * [new tag] ciflow/slow/9ffad5b -> ciflow/slow/9ffad5b 2025-08-14T21:21:39.3192185Z * [new tag] ciflow/slow/a206e8b -> ciflow/slow/a206e8b 2025-08-14T21:21:39.3193987Z * [new tag] ciflow/slow/a837609 -> ciflow/slow/a837609 2025-08-14T21:21:39.3195618Z * [new tag] ciflow/slow/af841f3 -> ciflow/slow/af841f3 2025-08-14T21:21:39.3197812Z * [new tag] ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym -> ciflow/slow/da3aba1e46157c4df504b067477cdf2b3c96b194-sdym 2025-08-14T21:21:39.3198868Z * [new tag] ciflow/trunk/131296 -> ciflow/trunk/131296 2025-08-14T21:21:39.3200507Z * [new tag] ciflow/trunk/137400 -> ciflow/trunk/137400 2025-08-14T21:21:39.3201552Z * [new tag] ciflow/trunk/138996 -> ciflow/trunk/138996 2025-08-14T21:21:39.3203094Z * [new tag] ciflow/trunk/139971 -> ciflow/trunk/139971 2025-08-14T21:21:39.3204323Z * [new tag] ciflow/trunk/147360 -> ciflow/trunk/147360 2025-08-14T21:21:39.3205770Z * [new tag] ciflow/trunk/147855 -> ciflow/trunk/147855 2025-08-14T21:21:39.3206979Z * [new tag] ciflow/trunk/148180 -> ciflow/trunk/148180 2025-08-14T21:21:39.3208360Z * [new tag] ciflow/trunk/148328 -> ciflow/trunk/148328 2025-08-14T21:21:39.3209862Z * [new tag] ciflow/trunk/148492 -> ciflow/trunk/148492 2025-08-14T21:21:39.3211257Z * [new tag] ciflow/trunk/150282 -> ciflow/trunk/150282 2025-08-14T21:21:39.3212480Z * [new tag] ciflow/trunk/150302 -> ciflow/trunk/150302 2025-08-14T21:21:39.3214417Z * [new tag] ciflow/trunk/151845 -> ciflow/trunk/151845 2025-08-14T21:21:39.3216296Z * [new tag] ciflow/trunk/152624 -> ciflow/trunk/152624 2025-08-14T21:21:39.3217968Z * [new tag] ciflow/trunk/154193 -> ciflow/trunk/154193 2025-08-14T21:21:39.3220029Z * [new tag] ciflow/trunk/154595 -> ciflow/trunk/154595 2025-08-14T21:21:39.3221441Z * [new tag] ciflow/trunk/154650 -> ciflow/trunk/154650 2025-08-14T21:21:39.3223004Z * [new tag] ciflow/trunk/154694 -> ciflow/trunk/154694 2025-08-14T21:21:39.3224244Z * [new tag] ciflow/trunk/155958 -> ciflow/trunk/155958 2025-08-14T21:21:39.3225899Z * [new tag] ciflow/trunk/156049 -> ciflow/trunk/156049 2025-08-14T21:21:39.3227542Z * [new tag] ciflow/trunk/156703 -> ciflow/trunk/156703 2025-08-14T21:21:39.3228807Z * [new tag] ciflow/trunk/156851 -> ciflow/trunk/156851 2025-08-14T21:21:39.3230366Z * [new tag] ciflow/trunk/157148 -> ciflow/trunk/157148 2025-08-14T21:21:39.3231576Z * [new tag] ciflow/trunk/157152 -> ciflow/trunk/157152 2025-08-14T21:21:39.3233483Z * [new tag] ciflow/trunk/157432 -> ciflow/trunk/157432 2025-08-14T21:21:39.3235209Z * [new tag] ciflow/trunk/157685 -> ciflow/trunk/157685 2025-08-14T21:21:39.3236423Z * [new tag] ciflow/trunk/157689 -> ciflow/trunk/157689 2025-08-14T21:21:39.3238227Z * [new tag] ciflow/trunk/157699 -> ciflow/trunk/157699 2025-08-14T21:21:39.3239619Z * [new tag] ciflow/trunk/157813 -> ciflow/trunk/157813 2025-08-14T21:21:39.3241163Z * [new tag] ciflow/trunk/157994 -> ciflow/trunk/157994 2025-08-14T21:21:39.3242385Z * [new tag] ciflow/trunk/158091 -> ciflow/trunk/158091 2025-08-14T21:21:39.3243879Z * [new tag] ciflow/trunk/158104 -> ciflow/trunk/158104 2025-08-14T21:21:39.3245296Z * [new tag] ciflow/trunk/158219 -> ciflow/trunk/158219 2025-08-14T21:21:39.3246758Z * [new tag] ciflow/trunk/158220 -> ciflow/trunk/158220 2025-08-14T21:21:39.3248174Z * [new tag] ciflow/trunk/158224 -> ciflow/trunk/158224 2025-08-14T21:21:39.3249750Z * [new tag] ciflow/trunk/158529 -> ciflow/trunk/158529 2025-08-14T21:21:39.3251267Z * [new tag] ciflow/trunk/158647 -> ciflow/trunk/158647 2025-08-14T21:21:39.3252715Z * [new tag] ciflow/trunk/158810 -> ciflow/trunk/158810 2025-08-14T21:21:39.3254104Z * [new tag] ciflow/trunk/158812 -> ciflow/trunk/158812 2025-08-14T21:21:39.3255378Z * [new tag] ciflow/trunk/158863 -> ciflow/trunk/158863 2025-08-14T21:21:39.3257020Z * [new tag] ciflow/trunk/158864 -> ciflow/trunk/158864 2025-08-14T21:21:39.3258414Z * [new tag] ciflow/trunk/158883 -> ciflow/trunk/158883 2025-08-14T21:21:39.3259781Z * [new tag] ciflow/trunk/158914 -> ciflow/trunk/158914 2025-08-14T21:21:39.3261352Z * [new tag] ciflow/trunk/158965 -> ciflow/trunk/158965 2025-08-14T21:21:39.3262874Z * [new tag] ciflow/trunk/158987 -> ciflow/trunk/158987 2025-08-14T21:21:39.3264905Z * [new tag] ciflow/trunk/159033 -> ciflow/trunk/159033 2025-08-14T21:21:39.3266461Z * [new tag] ciflow/trunk/159140 -> ciflow/trunk/159140 2025-08-14T21:21:39.3268324Z * [new tag] ciflow/trunk/159158 -> ciflow/trunk/159158 2025-08-14T21:21:39.3269577Z * [new tag] ciflow/trunk/159553 -> ciflow/trunk/159553 2025-08-14T21:21:39.3271181Z * [new tag] ciflow/trunk/159562 -> ciflow/trunk/159562 2025-08-14T21:21:39.3272846Z * [new tag] ciflow/trunk/159682 -> ciflow/trunk/159682 2025-08-14T21:21:39.3273985Z * [new tag] ciflow/trunk/159691 -> ciflow/trunk/159691 2025-08-14T21:21:39.3275790Z * [new tag] ciflow/trunk/159842 -> ciflow/trunk/159842 2025-08-14T21:21:39.3277298Z * [new tag] ciflow/trunk/159889 -> ciflow/trunk/159889 2025-08-14T21:21:39.3278759Z * [new tag] ciflow/trunk/159923 -> ciflow/trunk/159923 2025-08-14T21:21:39.3280261Z * [new tag] ciflow/trunk/160004 -> ciflow/trunk/160004 2025-08-14T21:21:39.3281694Z * [new tag] ciflow/trunk/160113 -> ciflow/trunk/160113 2025-08-14T21:21:39.3283211Z * [new tag] ciflow/trunk/160161 -> ciflow/trunk/160161 2025-08-14T21:21:39.3284781Z * [new tag] ciflow/trunk/160168 -> ciflow/trunk/160168 2025-08-14T21:21:39.3285889Z * [new tag] ciflow/trunk/160181 -> ciflow/trunk/160181 2025-08-14T21:21:39.3287589Z * [new tag] ciflow/trunk/160183 -> ciflow/trunk/160183 2025-08-14T21:21:39.3288812Z * [new tag] ciflow/trunk/160190 -> ciflow/trunk/160190 2025-08-14T21:21:39.3290402Z * [new tag] ciflow/trunk/160198 -> ciflow/trunk/160198 2025-08-14T21:21:39.3291797Z * [new tag] ciflow/trunk/160205 -> ciflow/trunk/160205 2025-08-14T21:21:39.3293535Z * [new tag] ciflow/trunk/160219 -> ciflow/trunk/160219 2025-08-14T21:21:39.3294777Z * [new tag] ciflow/trunk/160224 -> ciflow/trunk/160224 2025-08-14T21:21:39.3296373Z * [new tag] ciflow/trunk/160250 -> ciflow/trunk/160250 2025-08-14T21:21:39.3297579Z * [new tag] ciflow/trunk/160253 -> ciflow/trunk/160253 2025-08-14T21:21:39.3299414Z * [new tag] ciflow/trunk/160335 -> ciflow/trunk/160335 2025-08-14T21:21:39.3301097Z * [new tag] ciflow/trunk/160338 -> ciflow/trunk/160338 2025-08-14T21:21:39.3302391Z * [new tag] ciflow/trunk/160383 -> ciflow/trunk/160383 2025-08-14T21:21:39.3303811Z * [new tag] ciflow/trunk/160401 -> ciflow/trunk/160401 2025-08-14T21:21:39.3305242Z * [new tag] ciflow/trunk/160403 -> ciflow/trunk/160403 2025-08-14T21:21:39.3306658Z * [new tag] ciflow/trunk/160430 -> ciflow/trunk/160430 2025-08-14T21:21:39.3308467Z * [new tag] ciflow/trunk/160431 -> ciflow/trunk/160431 2025-08-14T21:21:39.3310015Z * [new tag] ciflow/trunk/160439 -> ciflow/trunk/160439 2025-08-14T21:21:39.3311586Z * [new tag] ciflow/trunk/160449 -> ciflow/trunk/160449 2025-08-14T21:21:39.3313353Z * [new tag] ciflow/trunk/160454 -> ciflow/trunk/160454 2025-08-14T21:21:39.3314884Z * [new tag] ciflow/trunk/160468 -> ciflow/trunk/160468 2025-08-14T21:21:39.3316836Z * [new tag] ciflow/trunk/160481 -> ciflow/trunk/160481 2025-08-14T21:21:39.3318353Z * [new tag] ciflow/trunk/160485 -> ciflow/trunk/160485 2025-08-14T21:21:39.3320040Z * [new tag] ciflow/trunk/160519 -> ciflow/trunk/160519 2025-08-14T21:21:39.3321458Z * [new tag] ciflow/trunk/160527 -> ciflow/trunk/160527 2025-08-14T21:21:39.3323180Z * [new tag] ciflow/trunk/160560 -> ciflow/trunk/160560 2025-08-14T21:21:39.3324903Z * [new tag] ciflow/trunk/160578 -> ciflow/trunk/160578 2025-08-14T21:21:39.3326271Z * [new tag] ciflow/trunk/160589 -> ciflow/trunk/160589 2025-08-14T21:21:39.3327714Z * [new tag] ciflow/trunk/160592 -> ciflow/trunk/160592 2025-08-14T21:21:39.3329328Z * [new tag] ciflow/trunk/160649 -> ciflow/trunk/160649 2025-08-14T21:21:39.3330409Z * [new tag] ciflow/trunk/160656 -> ciflow/trunk/160656 2025-08-14T21:21:39.3332969Z * [new tag] ciflow/unstable/123 -> ciflow/unstable/123 2025-08-14T21:21:39.3334640Z * [new tag] ciflow/vllm/160116 -> ciflow/vllm/160116 2025-08-14T21:21:39.3336018Z * [new tag] ciflow/vllm/160583 -> ciflow/vllm/160583 2025-08-14T21:21:39.3337395Z * [new tag] ciflow/vllm/160619 -> ciflow/vllm/160619 2025-08-14T21:21:39.3338795Z * [new tag] ciflow/vllm/160625 -> ciflow/vllm/160625 2025-08-14T21:21:39.3340174Z * [new tag] ciflow/vllm/160627 -> ciflow/vllm/160627 2025-08-14T21:21:39.3342017Z * [new tag] ciflow/win-arm64/156049 -> ciflow/win-arm64/156049 2025-08-14T21:21:39.3343101Z * [new tag] ciflow/win-arm64/158104 -> ciflow/win-arm64/158104 2025-08-14T21:21:39.3344683Z * [new tag] ciflow/win-arm64/159553 -> ciflow/win-arm64/159553 2025-08-14T21:21:39.3346059Z * [new tag] ciflow/win-arm64/159562 -> ciflow/win-arm64/159562 2025-08-14T21:21:39.3347616Z * [new tag] ciflow/win-arm64/159777 -> ciflow/win-arm64/159777 2025-08-14T21:21:39.3349072Z * [new tag] ciflow/win-arm64/159780 -> ciflow/win-arm64/159780 2025-08-14T21:21:39.3350290Z * [new tag] ciflow/win-arm64/159842 -> ciflow/win-arm64/159842 2025-08-14T21:21:39.3351670Z * [new tag] ciflow/win-arm64/160250 -> ciflow/win-arm64/160250 2025-08-14T21:21:39.3352915Z * [new tag] ciflow/win-arm64/160253 -> ciflow/win-arm64/160253 2025-08-14T21:21:39.3354320Z * [new tag] ciflow/win-arm64/160454 -> ciflow/win-arm64/160454 2025-08-14T21:21:39.3355557Z * [new tag] ciflow/win-arm64/160560 -> ciflow/win-arm64/160560 2025-08-14T21:21:39.3357174Z * [new tag] ciflow/xpu/138996 -> ciflow/xpu/138996 2025-08-14T21:21:39.3358578Z * [new tag] ciflow/xpu/139971 -> ciflow/xpu/139971 2025-08-14T21:21:39.3360208Z * [new tag] ciflow/xpu/140972 -> ciflow/xpu/140972 2025-08-14T21:21:39.3361709Z * [new tag] ciflow/xpu/143553 -> ciflow/xpu/143553 2025-08-14T21:21:39.3363246Z * [new tag] ciflow/xpu/156272 -> ciflow/xpu/156272 2025-08-14T21:21:39.3364672Z * [new tag] ciflow/xpu/156812 -> ciflow/xpu/156812 2025-08-14T21:21:39.3366489Z * [new tag] ciflow/xpu/157699 -> ciflow/xpu/157699 2025-08-14T21:21:39.3367865Z * [new tag] ciflow/xpu/157994 -> ciflow/xpu/157994 2025-08-14T21:21:39.3369240Z * [new tag] ciflow/xpu/158336 -> ciflow/xpu/158336 2025-08-14T21:21:39.3370445Z * [new tag] ciflow/xpu/158733 -> ciflow/xpu/158733 2025-08-14T21:21:39.3371882Z * [new tag] ciflow/xpu/159033 -> ciflow/xpu/159033 2025-08-14T21:21:39.3373638Z * [new tag] ciflow/xpu/159118 -> ciflow/xpu/159118 2025-08-14T21:21:39.3375564Z * [new tag] ciflow/xpu/159140 -> ciflow/xpu/159140 2025-08-14T21:21:39.3377571Z * [new tag] ciflow/xpu/159241 -> ciflow/xpu/159241 2025-08-14T21:21:39.3379019Z * [new tag] ciflow/xpu/159473 -> ciflow/xpu/159473 2025-08-14T21:21:39.3380690Z * [new tag] ciflow/xpu/159474 -> ciflow/xpu/159474 2025-08-14T21:21:39.3382726Z * [new tag] ciflow/xpu/159553 -> ciflow/xpu/159553 2025-08-14T21:21:39.3384162Z * [new tag] ciflow/xpu/159944 -> ciflow/xpu/159944 2025-08-14T21:21:39.3385866Z * [new tag] ciflow/xpu/160062 -> ciflow/xpu/160062 2025-08-14T21:21:39.3387286Z * [new tag] ciflow/xpu/160067 -> ciflow/xpu/160067 2025-08-14T21:21:39.3388913Z * [new tag] ciflow/xpu/160158 -> ciflow/xpu/160158 2025-08-14T21:21:39.3390348Z * [new tag] ciflow/xpu/160173 -> ciflow/xpu/160173 2025-08-14T21:21:39.3391778Z * [new tag] ciflow/xpu/160183 -> ciflow/xpu/160183 2025-08-14T21:21:39.3393248Z * [new tag] ciflow/xpu/160301 -> ciflow/xpu/160301 2025-08-14T21:21:39.3394634Z * [new tag] ciflow/xpu/160403 -> ciflow/xpu/160403 2025-08-14T21:21:39.3396368Z * [new tag] ciflow/xpu/160606 -> ciflow/xpu/160606 2025-08-14T21:21:39.3397910Z * [new tag] cslpull75 -> cslpull75 2025-08-14T21:21:39.3399540Z * [new tag] cslpull76 -> cslpull76 2025-08-14T21:21:39.3400952Z * [new tag] cslpull77 -> cslpull77 2025-08-14T21:21:39.3402527Z * [new tag] cslpull78 -> cslpull78 2025-08-14T21:21:39.3404478Z * [new tag] cslpull79 -> cslpull79 2025-08-14T21:21:39.3406384Z * [new tag] cslpull80 -> cslpull80 2025-08-14T21:21:39.3408152Z * [new tag] cslpull81 -> cslpull81 2025-08-14T21:21:39.3409815Z * [new tag] cslpull82 -> cslpull82 2025-08-14T21:21:39.3411505Z * [new tag] cslpull83 -> cslpull83 2025-08-14T21:21:39.3413098Z * [new tag] cslpull84 -> cslpull84 2025-08-14T21:21:39.3414666Z * [new tag] cslpull85 -> cslpull85 2025-08-14T21:21:39.3416434Z * [new tag] cslpull86 -> cslpull86 2025-08-14T21:21:39.3418263Z * [new tag] cslpull87 -> cslpull87 2025-08-14T21:21:39.3422159Z * [new tag] cslpull88 -> cslpull88 2025-08-14T21:21:39.3422960Z * [new tag] cslpull89 -> cslpull89 2025-08-14T21:21:39.3423398Z * [new tag] cslpull90 -> cslpull90 2025-08-14T21:21:39.3425304Z * [new tag] cslpull91 -> cslpull91 2025-08-14T21:21:39.3426579Z * [new tag] cslpull92 -> cslpull92 2025-08-14T21:21:39.3428363Z * [new tag] flight_5 -> flight_5 2025-08-14T21:21:39.3430060Z * [new tag] flight_5.1 -> flight_5.1 2025-08-14T21:21:39.3431802Z * [new tag] flight_5.2 -> flight_5.2 2025-08-14T21:21:39.3434732Z * [new tag] flight_5.3 -> flight_5.3 2025-08-14T21:21:39.3436414Z * [new tag] forpull1 -> forpull1 2025-08-14T21:21:39.3438281Z * [new tag] malfet/tag-2ef5611 -> malfet/tag-2ef5611 2025-08-14T21:21:39.3439969Z * [new tag] malfet/tag-317b1a0 -> malfet/tag-317b1a0 2025-08-14T21:21:39.3441671Z * [new tag] malfet/tag-ec6f767 -> malfet/tag-ec6f767 2025-08-14T21:21:39.3443351Z * [new tag] nightly-binary -> nightly-binary 2025-08-14T21:21:39.3444521Z * [new tag] sqzhang_flight4_plus -> sqzhang_flight4_plus 2025-08-14T21:21:39.3446371Z * [new tag] sqzhang_flight_3 -> sqzhang_flight_3 2025-08-14T21:21:39.3448665Z * [new tag] trunk/01584d2a7d029c9749eb73678cf1dc313cc35df6 -> trunk/01584d2a7d029c9749eb73678cf1dc313cc35df6 2025-08-14T21:21:39.3450130Z * [new tag] trunk/017259f9c65b6fad55fb9597d7077e2543eaae46 -> trunk/017259f9c65b6fad55fb9597d7077e2543eaae46 2025-08-14T21:21:39.3452239Z * [new tag] trunk/01bcf9a40dea937637d2cdd530bed2652510943d -> trunk/01bcf9a40dea937637d2cdd530bed2652510943d 2025-08-14T21:21:39.3454195Z * [new tag] trunk/01f66d08d93365015f4af005a252f439c4d4013a -> trunk/01f66d08d93365015f4af005a252f439c4d4013a 2025-08-14T21:21:39.3455591Z * [new tag] trunk/03b254e49f2d4c092e6ca712e5702cf2895aa47e -> trunk/03b254e49f2d4c092e6ca712e5702cf2895aa47e 2025-08-14T21:21:39.3457093Z * [new tag] trunk/05029ad1c30865d3f7e7fd13384db9d826e563eb -> trunk/05029ad1c30865d3f7e7fd13384db9d826e563eb 2025-08-14T21:21:39.3459061Z * [new tag] trunk/05c19d1acecc01b0d2512364183058a6885b9869 -> trunk/05c19d1acecc01b0d2512364183058a6885b9869 2025-08-14T21:21:39.3460534Z * [new tag] trunk/05c417715f791875fbf28cfc3fc86142de1a3206 -> trunk/05c417715f791875fbf28cfc3fc86142de1a3206 2025-08-14T21:21:39.3463017Z * [new tag] trunk/06824f3c7268bb807a422b663047cd0900ddd126 -> trunk/06824f3c7268bb807a422b663047cd0900ddd126 2025-08-14T21:21:39.3463707Z * [new tag] trunk/077cb389746a7d61cfc018aad2ba29a8aa195610 -> trunk/077cb389746a7d61cfc018aad2ba29a8aa195610 2025-08-14T21:21:39.3466316Z * [new tag] trunk/089c4a1ba007ed4abb3e5e0eafd97b7584566057 -> trunk/089c4a1ba007ed4abb3e5e0eafd97b7584566057 2025-08-14T21:21:39.3467977Z * [new tag] trunk/09381f5dacda7bbbfa361f5df76bde5cd309adc1 -> trunk/09381f5dacda7bbbfa361f5df76bde5cd309adc1 2025-08-14T21:21:39.3469445Z * [new tag] trunk/0bd3af4fb87445f4de3a1f9b823e399c8b3cefde -> trunk/0bd3af4fb87445f4de3a1f9b823e399c8b3cefde 2025-08-14T21:21:39.3471377Z * [new tag] trunk/0d3461bac0fb5177e35152d980b301ea3a0aa2c4 -> trunk/0d3461bac0fb5177e35152d980b301ea3a0aa2c4 2025-08-14T21:21:39.3473017Z * [new tag] trunk/0d40ff3b496e68193bc16d5391fa2e3623709f81 -> trunk/0d40ff3b496e68193bc16d5391fa2e3623709f81 2025-08-14T21:21:39.3474788Z * [new tag] trunk/0d71ca2c46753bb268bfdcf815c14415c122a289 -> trunk/0d71ca2c46753bb268bfdcf815c14415c122a289 2025-08-14T21:21:39.3476392Z * [new tag] trunk/0d88593dd826544c9e7bd4aa615ef86847a78d2b -> trunk/0d88593dd826544c9e7bd4aa615ef86847a78d2b 2025-08-14T21:21:39.3478059Z * [new tag] trunk/0e3e377bd5126cfcc69d70c4d77b352d3404cc11 -> trunk/0e3e377bd5126cfcc69d70c4d77b352d3404cc11 2025-08-14T21:21:39.3479748Z * [new tag] trunk/0f3b10b8eebe68e3c75d473d499b87dfe14a2eca -> trunk/0f3b10b8eebe68e3c75d473d499b87dfe14a2eca 2025-08-14T21:21:39.3481631Z * [new tag] trunk/101276f81b4d2a8c31bfd6796b986d4c1bfdf483 -> trunk/101276f81b4d2a8c31bfd6796b986d4c1bfdf483 2025-08-14T21:21:39.3483239Z * [new tag] trunk/1028c5e2d50e121865bf98307e7c035f549a24b2 -> trunk/1028c5e2d50e121865bf98307e7c035f549a24b2 2025-08-14T21:21:39.3484951Z * [new tag] trunk/10bc36fe840cb3510fab84d2ea22663b76702f1e -> trunk/10bc36fe840cb3510fab84d2ea22663b76702f1e 2025-08-14T21:21:39.3486652Z * [new tag] trunk/10e3514c962b58cbbee994257872a626ff76d51b -> trunk/10e3514c962b58cbbee994257872a626ff76d51b 2025-08-14T21:21:39.3488322Z * [new tag] trunk/1128f4c2a822cbe34a9d966306af15097179ffe1 -> trunk/1128f4c2a822cbe34a9d966306af15097179ffe1 2025-08-14T21:21:39.3490141Z * [new tag] trunk/114a6c40434bfb9cfa5abc30e9e34d81300d743e -> trunk/114a6c40434bfb9cfa5abc30e9e34d81300d743e 2025-08-14T21:21:39.3491855Z * [new tag] trunk/118bc97b14c24ac88a4b0c0750a9e7bf93154c76 -> trunk/118bc97b14c24ac88a4b0c0750a9e7bf93154c76 2025-08-14T21:21:39.3493079Z * [new tag] trunk/1196bb1c2e4d5a7edc09f2260e3034132f0c6c91 -> trunk/1196bb1c2e4d5a7edc09f2260e3034132f0c6c91 2025-08-14T21:21:39.3495015Z * [new tag] trunk/11a3565f1872bbad9c253a127e8d4ce7a1b40ec8 -> trunk/11a3565f1872bbad9c253a127e8d4ce7a1b40ec8 2025-08-14T21:21:39.3496771Z * [new tag] trunk/15e49f61643e4c0eef420f0981609709ef55b848 -> trunk/15e49f61643e4c0eef420f0981609709ef55b848 2025-08-14T21:21:39.3498463Z * [new tag] trunk/16d15445f8bd8740095b23de4af89d757af793ca -> trunk/16d15445f8bd8740095b23de4af89d757af793ca 2025-08-14T21:21:39.3500067Z * [new tag] trunk/178515d0ff6833c8e9221482b2a650ab31e00019 -> trunk/178515d0ff6833c8e9221482b2a650ab31e00019 2025-08-14T21:21:39.3501853Z * [new tag] trunk/182efe31dbe43376e7eef7338356aaf94d5bcabe -> trunk/182efe31dbe43376e7eef7338356aaf94d5bcabe 2025-08-14T21:21:39.3503519Z * [new tag] trunk/194fcfcfbdad0add1a1b695321e31a576058f4cf -> trunk/194fcfcfbdad0add1a1b695321e31a576058f4cf 2025-08-14T21:21:39.3505272Z * [new tag] trunk/195b5c2e27eb8f21cbc8ad1e90f42db5a8cfccca -> trunk/195b5c2e27eb8f21cbc8ad1e90f42db5a8cfccca 2025-08-14T21:21:39.3507010Z * [new tag] trunk/198b5fd2d47fa3d5110ceba6827a3b18e0064014 -> trunk/198b5fd2d47fa3d5110ceba6827a3b18e0064014 2025-08-14T21:21:39.3508778Z * [new tag] trunk/199e9abb6a366bbd27c39d1da7c3123b4eea9b5a -> trunk/199e9abb6a366bbd27c39d1da7c3123b4eea9b5a 2025-08-14T21:21:39.3510049Z * [new tag] trunk/19b4283884b2d9b3a0eb364da10b1540d14ab7a7 -> trunk/19b4283884b2d9b3a0eb364da10b1540d14ab7a7 2025-08-14T21:21:39.3512369Z * [new tag] trunk/1c2587119152cec3905647a47c65d3d26619c5a8 -> trunk/1c2587119152cec3905647a47c65d3d26619c5a8 2025-08-14T21:21:39.3514038Z * [new tag] trunk/1c26c53851c212a7c90a325549a72f0571613a8c -> trunk/1c26c53851c212a7c90a325549a72f0571613a8c 2025-08-14T21:21:39.3515702Z * [new tag] trunk/1c2cba17eab2b09d87142883da2bdbdbcf018613 -> trunk/1c2cba17eab2b09d87142883da2bdbdbcf018613 2025-08-14T21:21:39.3517438Z * [new tag] trunk/1d80d697a269234b47ec7ede192faf3bb9b159e3 -> trunk/1d80d697a269234b47ec7ede192faf3bb9b159e3 2025-08-14T21:21:39.3519166Z * [new tag] trunk/1ea688f9a2602fbcde32c0302b822526ca4219dc -> trunk/1ea688f9a2602fbcde32c0302b822526ca4219dc 2025-08-14T21:21:39.3521019Z * [new tag] trunk/1f4057c11ac941fb324386ca594d0a6882185aad -> trunk/1f4057c11ac941fb324386ca594d0a6882185aad 2025-08-14T21:21:39.3522650Z * [new tag] trunk/1fc683cf17c8c673044538d10266c00f92987be2 -> trunk/1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:21:39.3523898Z * [new tag] trunk/1febab2a89302464f6c7d69cfbef7a24c421ea65 -> trunk/1febab2a89302464f6c7d69cfbef7a24c421ea65 2025-08-14T21:21:39.3525948Z * [new tag] trunk/206c1eef6571f906c2792d899a09136b3fce9673 -> trunk/206c1eef6571f906c2792d899a09136b3fce9673 2025-08-14T21:21:39.3527853Z * [new tag] trunk/20bdabbb3c5d6b118a94b2e045c777662563d5bb -> trunk/20bdabbb3c5d6b118a94b2e045c777662563d5bb 2025-08-14T21:21:39.3529432Z * [new tag] trunk/21392c0e06ac2b2621950455975ca6332f0bf641 -> trunk/21392c0e06ac2b2621950455975ca6332f0bf641 2025-08-14T21:21:39.3530757Z * [new tag] trunk/2247aa6d1d43e256255f5c74a781c3190a4387b6 -> trunk/2247aa6d1d43e256255f5c74a781c3190a4387b6 2025-08-14T21:21:39.3532335Z * [new tag] trunk/2259dbed4e0d3f2a8174b5847fd0741aed42451d -> trunk/2259dbed4e0d3f2a8174b5847fd0741aed42451d 2025-08-14T21:21:39.3534309Z * [new tag] trunk/231c72240d80091f099c95e326d3600cba866eee -> trunk/231c72240d80091f099c95e326d3600cba866eee 2025-08-14T21:21:39.3535545Z * [new tag] trunk/24257f5bfaa37795f74d9f64c1b43584128d4b8c -> trunk/24257f5bfaa37795f74d9f64c1b43584128d4b8c 2025-08-14T21:21:39.3538076Z * [new tag] trunk/24f43d0da7ad9c6e95a09a2fee610387728cc1cd -> trunk/24f43d0da7ad9c6e95a09a2fee610387728cc1cd 2025-08-14T21:21:39.3539750Z * [new tag] trunk/2898d3f965e5cd9d02fc2ecdab7c580fd457fea9 -> trunk/2898d3f965e5cd9d02fc2ecdab7c580fd457fea9 2025-08-14T21:21:39.3541468Z * [new tag] trunk/28ccc9e7247798980fe00a11bcd64a8016b5f227 -> trunk/28ccc9e7247798980fe00a11bcd64a8016b5f227 2025-08-14T21:21:39.3543114Z * [new tag] trunk/29712314dd5cf500a8ea3d1c69483a3cb768ca72 -> trunk/29712314dd5cf500a8ea3d1c69483a3cb768ca72 2025-08-14T21:21:39.3544743Z * [new tag] trunk/29d20d49f0b7f4e362e1cefdcdc4b5659969312c -> trunk/29d20d49f0b7f4e362e1cefdcdc4b5659969312c 2025-08-14T21:21:39.3546577Z * [new tag] trunk/2c5e10a5fceb208b11c3d569ae02e348b5893b31 -> trunk/2c5e10a5fceb208b11c3d569ae02e348b5893b31 2025-08-14T21:21:39.3547826Z * [new tag] trunk/2d0cdee394bccadcd0abe19dd4623ed978a331ad -> trunk/2d0cdee394bccadcd0abe19dd4623ed978a331ad 2025-08-14T21:21:39.3549630Z * [new tag] trunk/2e4e5ab4be9e0aeffd9c49b5b2f9f820bd0895b1 -> trunk/2e4e5ab4be9e0aeffd9c49b5b2f9f820bd0895b1 2025-08-14T21:21:39.3551390Z * [new tag] trunk/2ea40fba841b3af8103f332ba62e54f350ba9a51 -> trunk/2ea40fba841b3af8103f332ba62e54f350ba9a51 2025-08-14T21:21:39.3552749Z * [new tag] trunk/2ee22e435131369a7e4f8cc4732579acc29a941b -> trunk/2ee22e435131369a7e4f8cc4732579acc29a941b 2025-08-14T21:21:39.3554523Z * [new tag] trunk/2f4c2226175512af787725c4d5ad7313c60d4db1 -> trunk/2f4c2226175512af787725c4d5ad7313c60d4db1 2025-08-14T21:21:39.3556442Z * [new tag] trunk/3008d985a8fc155eb89374afff50cb33a6bd10d5 -> trunk/3008d985a8fc155eb89374afff50cb33a6bd10d5 2025-08-14T21:21:39.3558119Z * [new tag] trunk/3028fa6ce9d9c96671722ab8213a1a30670d7cf2 -> trunk/3028fa6ce9d9c96671722ab8213a1a30670d7cf2 2025-08-14T21:21:39.3559863Z * [new tag] trunk/303c614f3df95ae2b659c5f6c1838b14e4776ce6 -> trunk/303c614f3df95ae2b659c5f6c1838b14e4776ce6 2025-08-14T21:21:39.3562054Z * [new tag] trunk/305fa2239365ad17ac9c534a68bba8a149c42d67 -> trunk/305fa2239365ad17ac9c534a68bba8a149c42d67 2025-08-14T21:21:39.3563808Z * [new tag] trunk/31c9ac4319c0cc2ed8c6be701c6ccf73f6cb4706 -> trunk/31c9ac4319c0cc2ed8c6be701c6ccf73f6cb4706 2025-08-14T21:21:39.3565475Z * [new tag] trunk/32099961d588fc19ead8afe805d6b5108de75669 -> trunk/32099961d588fc19ead8afe805d6b5108de75669 2025-08-14T21:21:39.3567263Z * [new tag] trunk/32e5e2f596d55bb9441d5d53f3c58bcb55828047 -> trunk/32e5e2f596d55bb9441d5d53f3c58bcb55828047 2025-08-14T21:21:39.3568747Z * [new tag] trunk/334b38ccc4427b1d14981c48a3a0b92180d58225 -> trunk/334b38ccc4427b1d14981c48a3a0b92180d58225 2025-08-14T21:21:39.3570475Z * [new tag] trunk/334ecbd4ffe11858cae7d23d1190ddb4777c2513 -> trunk/334ecbd4ffe11858cae7d23d1190ddb4777c2513 2025-08-14T21:21:39.3572222Z * [new tag] trunk/33d94018668951611b318b7515ae96f04e48eac0 -> trunk/33d94018668951611b318b7515ae96f04e48eac0 2025-08-14T21:21:39.3574043Z * [new tag] trunk/34358f335d95213d96b6cca6a83e7bf3af6a9fcb -> trunk/34358f335d95213d96b6cca6a83e7bf3af6a9fcb 2025-08-14T21:21:39.3576298Z * [new tag] trunk/34ec5ed275f8aa875c80daa97b3e82af0b06f673 -> trunk/34ec5ed275f8aa875c80daa97b3e82af0b06f673 2025-08-14T21:21:39.3577943Z * [new tag] trunk/355462e1278d818deb9ef4a184073d5b66074816 -> trunk/355462e1278d818deb9ef4a184073d5b66074816 2025-08-14T21:21:39.3584706Z * [new tag] trunk/3626ba711b34397d1fbf0a9b1979f85cbf68b919 -> trunk/3626ba711b34397d1fbf0a9b1979f85cbf68b919 2025-08-14T21:21:39.3586705Z * [new tag] trunk/36f46d082a4954921cb8493223f000f2aab79ed7 -> trunk/36f46d082a4954921cb8493223f000f2aab79ed7 2025-08-14T21:21:39.3588496Z * [new tag] trunk/39aa3d1471549b7829c207d634dfdc1d26e346a2 -> trunk/39aa3d1471549b7829c207d634dfdc1d26e346a2 2025-08-14T21:21:39.3590311Z * [new tag] trunk/3a562374401113187ce2566b87e3f1d87d7c53aa -> trunk/3a562374401113187ce2566b87e3f1d87d7c53aa 2025-08-14T21:21:39.3591837Z * [new tag] trunk/3ac86e728dfaa7383ff7f865e9e7d33486188dae -> trunk/3ac86e728dfaa7383ff7f865e9e7d33486188dae 2025-08-14T21:21:39.3593301Z * [new tag] trunk/3be70dc30e893b552fc0f23ca06cd8f7949b6d08 -> trunk/3be70dc30e893b552fc0f23ca06cd8f7949b6d08 2025-08-14T21:21:39.3595013Z * [new tag] trunk/3cec82a7e9aea040a34dd7a2587ae6d3bd65dba0 -> trunk/3cec82a7e9aea040a34dd7a2587ae6d3bd65dba0 2025-08-14T21:21:39.3596749Z * [new tag] trunk/3cf7b4024ef83e44e9ae223dbff7c7ab68240cb2 -> trunk/3cf7b4024ef83e44e9ae223dbff7c7ab68240cb2 2025-08-14T21:21:39.3598418Z * [new tag] trunk/3ef2e1ef769582a82c6ddf150e9d11bf4bf1c44f -> trunk/3ef2e1ef769582a82c6ddf150e9d11bf4bf1c44f 2025-08-14T21:21:39.3600084Z * [new tag] trunk/3f1636ebef9b45e8a3cb0eb20d327ee6acb74be0 -> trunk/3f1636ebef9b45e8a3cb0eb20d327ee6acb74be0 2025-08-14T21:21:39.3601728Z * [new tag] trunk/3faee0a6318afcbbbb48687009a459214910d820 -> trunk/3faee0a6318afcbbbb48687009a459214910d820 2025-08-14T21:21:39.3603545Z * [new tag] trunk/3fcd79e023da7156ac584992ebab29205d3b7881 -> trunk/3fcd79e023da7156ac584992ebab29205d3b7881 2025-08-14T21:21:39.3605375Z * [new tag] trunk/3fe19a7a0af3f4d692af30476c320be18c7e8ae6 -> trunk/3fe19a7a0af3f4d692af30476c320be18c7e8ae6 2025-08-14T21:21:39.3607058Z * [new tag] trunk/41673110cd7c5960824cc74a6fcaeda1a8bc7a23 -> trunk/41673110cd7c5960824cc74a6fcaeda1a8bc7a23 2025-08-14T21:21:39.3608739Z * [new tag] trunk/4183d4ff3dcc1d87400326a9a7998c3f9e966f60 -> trunk/4183d4ff3dcc1d87400326a9a7998c3f9e966f60 2025-08-14T21:21:39.3610478Z * [new tag] trunk/422bd6808bb98cbbac31d157d9c82ad11ba9732d -> trunk/422bd6808bb98cbbac31d157d9c82ad11ba9732d 2025-08-14T21:21:39.3612083Z * [new tag] trunk/42e51cd4b3973a053fcfa80878a3f346fd158e9f -> trunk/42e51cd4b3973a053fcfa80878a3f346fd158e9f 2025-08-14T21:21:39.3613804Z * [new tag] trunk/4416433c7c625127b7f975c92f8ec98ea4c67fd3 -> trunk/4416433c7c625127b7f975c92f8ec98ea4c67fd3 2025-08-14T21:21:39.3615466Z * [new tag] trunk/45ba7ecda876685b083cbbe932450560c566826b -> trunk/45ba7ecda876685b083cbbe932450560c566826b 2025-08-14T21:21:39.3617607Z * [new tag] trunk/47a1db823dfcdacdb99f317428fc3791a18c5812 -> trunk/47a1db823dfcdacdb99f317428fc3791a18c5812 2025-08-14T21:21:39.3618845Z * [new tag] trunk/4a773e1e867f28a8ff0b15203e5cd9548f74fcee -> trunk/4a773e1e867f28a8ff0b15203e5cd9548f74fcee 2025-08-14T21:21:39.3620695Z * [new tag] trunk/4a90dc0c1f68d1f98832b169f792ed1bb195a0f3 -> trunk/4a90dc0c1f68d1f98832b169f792ed1bb195a0f3 2025-08-14T21:21:39.3622444Z * [new tag] trunk/4cde0acc0e4e795e1a12cbdd9b93c8c04c1fa05d -> trunk/4cde0acc0e4e795e1a12cbdd9b93c8c04c1fa05d 2025-08-14T21:21:39.3624235Z * [new tag] trunk/4d419a74610c32b1372f8802dcc61893740a23cf -> trunk/4d419a74610c32b1372f8802dcc61893740a23cf 2025-08-14T21:21:39.3625947Z * [new tag] trunk/4d5b3f2d5af7c8e4f41da4ffca53fafe8bb86235 -> trunk/4d5b3f2d5af7c8e4f41da4ffca53fafe8bb86235 2025-08-14T21:21:39.3627904Z * [new tag] trunk/4e2ddb5db67617f9f5309c8bba0c17adc84cadbc -> trunk/4e2ddb5db67617f9f5309c8bba0c17adc84cadbc 2025-08-14T21:21:39.3629685Z * [new tag] trunk/50a8c118754a6c5a46968f5c8e215ccba6831d42 -> trunk/50a8c118754a6c5a46968f5c8e215ccba6831d42 2025-08-14T21:21:39.3631365Z * [new tag] trunk/50f23ff6f883db5021dd6bab4c146434f98dd15d -> trunk/50f23ff6f883db5021dd6bab4c146434f98dd15d 2025-08-14T21:21:39.3633732Z * [new tag] trunk/515cb70367e84fcbad23fcc5b39eb1d7706df2aa -> trunk/515cb70367e84fcbad23fcc5b39eb1d7706df2aa 2025-08-14T21:21:39.3635531Z * [new tag] trunk/53e39494958b7e2278cc8176f63636e812e8945f -> trunk/53e39494958b7e2278cc8176f63636e812e8945f 2025-08-14T21:21:39.3636798Z * [new tag] trunk/556e2a73f4f0643f7c2aeb5c7dddda43388a40ce -> trunk/556e2a73f4f0643f7c2aeb5c7dddda43388a40ce 2025-08-14T21:21:39.3638741Z * [new tag] trunk/5665dc9ab76b84d7c90d845ffb0f6349b3621919 -> trunk/5665dc9ab76b84d7c90d845ffb0f6349b3621919 2025-08-14T21:21:39.3640465Z * [new tag] trunk/566c6d52ef1411c8262d7b9cf85e2044fdfbe1a3 -> trunk/566c6d52ef1411c8262d7b9cf85e2044fdfbe1a3 2025-08-14T21:21:39.3642407Z * [new tag] trunk/56c828bef93eada0e18d2cc013207831ca80cc99 -> trunk/56c828bef93eada0e18d2cc013207831ca80cc99 2025-08-14T21:21:39.3644115Z * [new tag] trunk/5737372862253a0ac0292407a5844796f02380ad -> trunk/5737372862253a0ac0292407a5844796f02380ad 2025-08-14T21:21:39.3645810Z * [new tag] trunk/57f738b6357cc8fcdde479a0948e723809a1a44d -> trunk/57f738b6357cc8fcdde479a0948e723809a1a44d 2025-08-14T21:21:39.3647638Z * [new tag] trunk/5a40c5784482255b9baf14086cc4b9349fc6d512 -> trunk/5a40c5784482255b9baf14086cc4b9349fc6d512 2025-08-14T21:21:39.3649344Z * [new tag] trunk/5a9c4cfce42b9eb87da0de40c5633f083115c307 -> trunk/5a9c4cfce42b9eb87da0de40c5633f083115c307 2025-08-14T21:21:39.3651233Z * [new tag] trunk/5ace061254af71aa83d1baae81aa1864c9746add -> trunk/5ace061254af71aa83d1baae81aa1864c9746add 2025-08-14T21:21:39.3652572Z * [new tag] trunk/5dddcd5b07c6644efca8d613f4eca1dc95daa87f -> trunk/5dddcd5b07c6644efca8d613f4eca1dc95daa87f 2025-08-14T21:21:39.3654473Z * [new tag] trunk/5ed4f9177907fe403ec4c4499d0d0e9be6b68fcf -> trunk/5ed4f9177907fe403ec4c4499d0d0e9be6b68fcf 2025-08-14T21:21:39.3656630Z * [new tag] trunk/5f1010fbb3850d99c8fdf9a9de2f79260cdc586a -> trunk/5f1010fbb3850d99c8fdf9a9de2f79260cdc586a 2025-08-14T21:21:39.3657972Z * [new tag] trunk/5f5f508aa836a46dfe88857fb223049616b94e93 -> trunk/5f5f508aa836a46dfe88857fb223049616b94e93 2025-08-14T21:21:39.3659903Z * [new tag] trunk/62bac0798100e0e06a86b7a4cee1788413e3d0ca -> trunk/62bac0798100e0e06a86b7a4cee1788413e3d0ca 2025-08-14T21:21:39.3661701Z * [new tag] trunk/63654ba4c5178fd12220cfc9d1c878af2fdd07cc -> trunk/63654ba4c5178fd12220cfc9d1c878af2fdd07cc 2025-08-14T21:21:39.3663774Z * [new tag] trunk/639778b3ee3b80e0894367fdc4442b58ae1b3a62 -> trunk/639778b3ee3b80e0894367fdc4442b58ae1b3a62 2025-08-14T21:21:39.3665527Z * [new tag] trunk/641ee7478150f26969968f49d8b358e199679a8a -> trunk/641ee7478150f26969968f49d8b358e199679a8a 2025-08-14T21:21:39.3667259Z * [new tag] trunk/65053c03a3d209060cb239d20a229dac37cf9dd1 -> trunk/65053c03a3d209060cb239d20a229dac37cf9dd1 2025-08-14T21:21:39.3668915Z * [new tag] trunk/652a6f5954d039d61dc6e6575ccf89d385d74537 -> trunk/652a6f5954d039d61dc6e6575ccf89d385d74537 2025-08-14T21:21:39.3670713Z * [new tag] trunk/685f15dbea66e8ffa8564752f81ad2f6cb447a14 -> trunk/685f15dbea66e8ffa8564752f81ad2f6cb447a14 2025-08-14T21:21:39.3671953Z * [new tag] trunk/68a4b4b2e336cfd4451ce6546d900568e5ddf96c -> trunk/68a4b4b2e336cfd4451ce6546d900568e5ddf96c 2025-08-14T21:21:39.3673959Z * [new tag] trunk/69a0a9aa7f5e320a02e97fa789d2f72baff1554f -> trunk/69a0a9aa7f5e320a02e97fa789d2f72baff1554f 2025-08-14T21:21:39.3676409Z * [new tag] trunk/6be6d06295c870c77a6eb69f96b3170d983520d5 -> trunk/6be6d06295c870c77a6eb69f96b3170d983520d5 2025-08-14T21:21:39.3677915Z * [new tag] trunk/6c05ea6475beaf3acc05e1bda0f3f8fe3bdc1d49 -> trunk/6c05ea6475beaf3acc05e1bda0f3f8fe3bdc1d49 2025-08-14T21:21:39.3679535Z * [new tag] trunk/6da11d9aafc0d84dc7f66030c181608ff2614f66 -> trunk/6da11d9aafc0d84dc7f66030c181608ff2614f66 2025-08-14T21:21:39.3681561Z * [new tag] trunk/6e8865fbc161270e2ffc52817e6c667df417a3f7 -> trunk/6e8865fbc161270e2ffc52817e6c667df417a3f7 2025-08-14T21:21:39.3683413Z * [new tag] trunk/6ea8376f84232048d6be0f7b2edf82aec1b61d58 -> trunk/6ea8376f84232048d6be0f7b2edf82aec1b61d58 2025-08-14T21:21:39.3685049Z * [new tag] trunk/6ee175195ac7853734d64704171993cc6265eb38 -> trunk/6ee175195ac7853734d64704171993cc6265eb38 2025-08-14T21:21:39.3686759Z * [new tag] trunk/6f0f4e0c3eacd479864319127915f869f64e1935 -> trunk/6f0f4e0c3eacd479864319127915f869f64e1935 2025-08-14T21:21:39.3688696Z * [new tag] trunk/70ccdec44b89e355a2cb03ba14a634284f7750f8 -> trunk/70ccdec44b89e355a2cb03ba14a634284f7750f8 2025-08-14T21:21:39.3690463Z * [new tag] trunk/72009ec6bebca7714f99c18449183787f202af4d -> trunk/72009ec6bebca7714f99c18449183787f202af4d 2025-08-14T21:21:39.3692441Z * [new tag] trunk/731ee31f7b6ba19307daab323f6196172b71aaf8 -> trunk/731ee31f7b6ba19307daab323f6196172b71aaf8 2025-08-14T21:21:39.3693947Z * [new tag] trunk/76a0609b6bddb2bc40f1eb4ade12885023653d59 -> trunk/76a0609b6bddb2bc40f1eb4ade12885023653d59 2025-08-14T21:21:39.3695625Z * [new tag] trunk/781e9a7724c47496e3d38a81e6dd6194cf098c41 -> trunk/781e9a7724c47496e3d38a81e6dd6194cf098c41 2025-08-14T21:21:39.3697237Z * [new tag] trunk/78a2fe1d42edeaa2ef7020b0fa0ac82ee4a640e4 -> trunk/78a2fe1d42edeaa2ef7020b0fa0ac82ee4a640e4 2025-08-14T21:21:39.3699263Z * [new tag] trunk/7a974a88f2c529a614baeabe4debd00fc8a3b299 -> trunk/7a974a88f2c529a614baeabe4debd00fc8a3b299 2025-08-14T21:21:39.3701351Z * [new tag] trunk/7ae0629d64b404e0ef5d9c931433ad25e65d6114 -> trunk/7ae0629d64b404e0ef5d9c931433ad25e65d6114 2025-08-14T21:21:39.3703643Z * [new tag] trunk/7d2ec704e47f4b740cdecda5534b305e8e1875ef -> trunk/7d2ec704e47f4b740cdecda5534b305e8e1875ef 2025-08-14T21:21:39.3705148Z * [new tag] trunk/7d87e358ac8440f666fabbfd99058bb5342be6ac -> trunk/7d87e358ac8440f666fabbfd99058bb5342be6ac 2025-08-14T21:21:39.3706652Z * [new tag] trunk/7e27347fd353928c99620495c8c531a5eba7d56b -> trunk/7e27347fd353928c99620495c8c531a5eba7d56b 2025-08-14T21:21:39.3708253Z * [new tag] trunk/7e91394955721c77645fcdb75a5d47a255d65020 -> trunk/7e91394955721c77645fcdb75a5d47a255d65020 2025-08-14T21:21:39.3710024Z * [new tag] trunk/7f4cb4a3e018a621add2a37a3a2f67b982d51001 -> trunk/7f4cb4a3e018a621add2a37a3a2f67b982d51001 2025-08-14T21:21:39.3712107Z * [new tag] trunk/7fbc22855c17741ae016992803b2e147a13aa22d -> trunk/7fbc22855c17741ae016992803b2e147a13aa22d 2025-08-14T21:21:39.3713552Z * [new tag] trunk/8047421fbb607d70ede13b9cd5a60b7b8bdfe348 -> trunk/8047421fbb607d70ede13b9cd5a60b7b8bdfe348 2025-08-14T21:21:39.3715123Z * [new tag] trunk/8088cfa592504a2897b4c78f8a46fe658ab5c2c2 -> trunk/8088cfa592504a2897b4c78f8a46fe658ab5c2c2 2025-08-14T21:21:39.3716945Z * [new tag] trunk/80cca8307943ba64168208b54028f55b2c71daff -> trunk/80cca8307943ba64168208b54028f55b2c71daff 2025-08-14T21:21:39.3718646Z * [new tag] trunk/8147370733bbdcd034cad54e9212e51885a11892 -> trunk/8147370733bbdcd034cad54e9212e51885a11892 2025-08-14T21:21:39.3720475Z * [new tag] trunk/83875cdb5594ccb3c9206b8eb5745fe1d011cf26 -> trunk/83875cdb5594ccb3c9206b8eb5745fe1d011cf26 2025-08-14T21:21:39.3722093Z * [new tag] trunk/8399cf88ce8399d2be93355f29d4cb69f51c0654 -> trunk/8399cf88ce8399d2be93355f29d4cb69f51c0654 2025-08-14T21:21:39.3723873Z * [new tag] trunk/842cc77ab9aafd518593c2fce077d6abb42a5b7f -> trunk/842cc77ab9aafd518593c2fce077d6abb42a5b7f 2025-08-14T21:21:39.3725627Z * [new tag] trunk/85db508af533649d0b3447ff3f0d5fe083150c84 -> trunk/85db508af533649d0b3447ff3f0d5fe083150c84 2025-08-14T21:21:39.3726968Z * [new tag] trunk/86eb65f7f06016bcd5d7951dc9d74bc3993a827a -> trunk/86eb65f7f06016bcd5d7951dc9d74bc3993a827a 2025-08-14T21:21:39.3728824Z * [new tag] trunk/87e6c4079d8ec7d04aff00ed82096b39836a8367 -> trunk/87e6c4079d8ec7d04aff00ed82096b39836a8367 2025-08-14T21:21:39.3730565Z * [new tag] trunk/89654db1abccf7e5f261989a150db4d1619ea2aa -> trunk/89654db1abccf7e5f261989a150db4d1619ea2aa 2025-08-14T21:21:39.3732244Z * [new tag] trunk/8a37f0c90392a2c38b7c5955471fa49edcaf5cb1 -> trunk/8a37f0c90392a2c38b7c5955471fa49edcaf5cb1 2025-08-14T21:21:39.3735915Z * [new tag] trunk/8ab5868a2199fe485c2d66533b9244ccb97e487d -> trunk/8ab5868a2199fe485c2d66533b9244ccb97e487d 2025-08-14T21:21:39.3737439Z * [new tag] trunk/8ae4d2652f64b8444b3d5314b9232bd2119bcde6 -> trunk/8ae4d2652f64b8444b3d5314b9232bd2119bcde6 2025-08-14T21:21:39.3739198Z * [new tag] trunk/8c41cb800ae0411f02ea5da34bd5ccc3790633b0 -> trunk/8c41cb800ae0411f02ea5da34bd5ccc3790633b0 2025-08-14T21:21:39.3740904Z * [new tag] trunk/8cb91e20bc205b1416648d0ffd98d1ba1f3a6fc4 -> trunk/8cb91e20bc205b1416648d0ffd98d1ba1f3a6fc4 2025-08-14T21:21:39.3742730Z * [new tag] trunk/8cfaf51d4e29c9bd9f49ecc98d955ed53df1a13d -> trunk/8cfaf51d4e29c9bd9f49ecc98d955ed53df1a13d 2025-08-14T21:21:39.3744177Z * [new tag] trunk/8d1cf529229dce7cd5ea04abb0faac83b87ca6d1 -> trunk/8d1cf529229dce7cd5ea04abb0faac83b87ca6d1 2025-08-14T21:21:39.3746099Z * [new tag] trunk/8d3d1c844303cb1d46123a1caa76d4cf83973347 -> trunk/8d3d1c844303cb1d46123a1caa76d4cf83973347 2025-08-14T21:21:39.3747723Z * [new tag] trunk/8d6d3246316e1767a57d5e855acd6208da753b75 -> trunk/8d6d3246316e1767a57d5e855acd6208da753b75 2025-08-14T21:21:39.3749381Z * [new tag] trunk/8e6a3138581152ab827a0997f34c470271399f5e -> trunk/8e6a3138581152ab827a0997f34c470271399f5e 2025-08-14T21:21:39.3751192Z * [new tag] trunk/8eee08d2279b98af2522debb6512d37e837e89e3 -> trunk/8eee08d2279b98af2522debb6512d37e837e89e3 2025-08-14T21:21:39.3753046Z * [new tag] trunk/90b78ee50f73b5c963996076a3d54b74b1b965be -> trunk/90b78ee50f73b5c963996076a3d54b74b1b965be 2025-08-14T21:21:39.3754402Z * [new tag] trunk/94b91a876327820a4bb6f5d39d156f13f2553ab6 -> trunk/94b91a876327820a4bb6f5d39d156f13f2553ab6 2025-08-14T21:21:39.3756950Z * [new tag] trunk/95210cc409dd578988c7116b47725c304dea54c7 -> trunk/95210cc409dd578988c7116b47725c304dea54c7 2025-08-14T21:21:39.3758510Z * [new tag] trunk/96bd33b2de79598566df395f32e27c4d33673f05 -> trunk/96bd33b2de79598566df395f32e27c4d33673f05 2025-08-14T21:21:39.3760442Z * [new tag] trunk/9708fcf92db88b80b9010c68662d634434da3106 -> trunk/9708fcf92db88b80b9010c68662d634434da3106 2025-08-14T21:21:39.3762203Z * [new tag] trunk/97c8c98f8dcb9c5c188b691d156e0043dba6c7f8 -> trunk/97c8c98f8dcb9c5c188b691d156e0043dba6c7f8 2025-08-14T21:21:39.3764012Z * [new tag] trunk/9903ca4f70bdc1653016256f5b4fd74fdfc609f8 -> trunk/9903ca4f70bdc1653016256f5b4fd74fdfc609f8 2025-08-14T21:21:39.3765723Z * [new tag] trunk/99bc2f94c1955657e950ebdad5f77e518785ccbd -> trunk/99bc2f94c1955657e950ebdad5f77e518785ccbd 2025-08-14T21:21:39.3767250Z * [new tag] trunk/9a06e6d0310da9d8a59ae05e8ec9c0201b55cacd -> trunk/9a06e6d0310da9d8a59ae05e8ec9c0201b55cacd 2025-08-14T21:21:39.3769095Z * [new tag] trunk/9a0f7a3bb01b235ea04581ee540970a098071b72 -> trunk/9a0f7a3bb01b235ea04581ee540970a098071b72 2025-08-14T21:21:39.3770904Z * [new tag] trunk/9b803cdbe298009f08340c1aaccb25aafbca95d8 -> trunk/9b803cdbe298009f08340c1aaccb25aafbca95d8 2025-08-14T21:21:39.3772844Z * [new tag] trunk/9ccd0f5e31ea54fcf42101dfbaacc103494e34df -> trunk/9ccd0f5e31ea54fcf42101dfbaacc103494e34df 2025-08-14T21:21:39.3774498Z * [new tag] trunk/9d37c960a4fc44d5ac334ca8bf775f85b95d76fc -> trunk/9d37c960a4fc44d5ac334ca8bf775f85b95d76fc 2025-08-14T21:21:39.3776511Z * [new tag] trunk/9e07673deb212c87b1c6fea23799a97474c476ed -> trunk/9e07673deb212c87b1c6fea23799a97474c476ed 2025-08-14T21:21:39.3778447Z * [new tag] trunk/9eedd2a20b64302d0d116ea2802b50948d2ebb09 -> trunk/9eedd2a20b64302d0d116ea2802b50948d2ebb09 2025-08-14T21:21:39.3779763Z * [new tag] trunk/9fa8ce26cf638504469852cbc3e7d04579fc8674 -> trunk/9fa8ce26cf638504469852cbc3e7d04579fc8674 2025-08-14T21:21:39.3781637Z * [new tag] trunk/a06ec54d40013c97fbffc174ea8f524ea5a95715 -> trunk/a06ec54d40013c97fbffc174ea8f524ea5a95715 2025-08-14T21:21:39.3783353Z * [new tag] trunk/a288b15ea9f87ddd665f249d492e0fb0861f5a69 -> trunk/a288b15ea9f87ddd665f249d492e0fb0861f5a69 2025-08-14T21:21:39.3785036Z * [new tag] trunk/a2fd106d670bb4990cebfd00f25ecbae4145e76c -> trunk/a2fd106d670bb4990cebfd00f25ecbae4145e76c 2025-08-14T21:21:39.3787017Z * [new tag] trunk/a354fa91e26b376d96385a2206c5ff5b42aa4600 -> trunk/a354fa91e26b376d96385a2206c5ff5b42aa4600 2025-08-14T21:21:39.3788776Z * [new tag] trunk/a4f69a5da08eace1c1e6469dec6a18aa842da73b -> trunk/a4f69a5da08eace1c1e6469dec6a18aa842da73b 2025-08-14T21:21:39.3790483Z * [new tag] trunk/a53d14d5f846ac44f6c205abb1c5bc4d2f3126ae -> trunk/a53d14d5f846ac44f6c205abb1c5bc4d2f3126ae 2025-08-14T21:21:39.3792331Z * [new tag] trunk/a5652407e4f3d772fc44486ac2abf756decf0861 -> trunk/a5652407e4f3d772fc44486ac2abf756decf0861 2025-08-14T21:21:39.3794312Z * [new tag] trunk/a7abf57aabec0ce686092e2d66e53ba185dbc56b -> trunk/a7abf57aabec0ce686092e2d66e53ba185dbc56b 2025-08-14T21:21:39.3796027Z * [new tag] trunk/a84b60c0c4016785fd93b7b8a0c04f2d0770d332 -> trunk/a84b60c0c4016785fd93b7b8a0c04f2d0770d332 2025-08-14T21:21:39.3797791Z * [new tag] trunk/aa75e917bdb0f95bb6dee81853c2d3c4ab3e1883 -> trunk/aa75e917bdb0f95bb6dee81853c2d3c4ab3e1883 2025-08-14T21:21:39.3799631Z * [new tag] trunk/adcca7d9a1c053495e99012de801b2ea237faad0 -> trunk/adcca7d9a1c053495e99012de801b2ea237faad0 2025-08-14T21:21:39.3801351Z * [new tag] trunk/af10f1f86cc4effc93142a447693d8be55966615 -> trunk/af10f1f86cc4effc93142a447693d8be55966615 2025-08-14T21:21:39.3803157Z * [new tag] trunk/af3cabc55d5699f4da528e1ca39d83338f84ae8c -> trunk/af3cabc55d5699f4da528e1ca39d83338f84ae8c 2025-08-14T21:21:39.3804967Z * [new tag] trunk/b0df7715e8c590c0001d1f9cdb97057be80c9107 -> trunk/b0df7715e8c590c0001d1f9cdb97057be80c9107 2025-08-14T21:21:39.3806900Z * [new tag] trunk/b149c7204c218e7c4d6594a89dd74f72bd480ec5 -> trunk/b149c7204c218e7c4d6594a89dd74f72bd480ec5 2025-08-14T21:21:39.3809377Z * [new tag] trunk/b1a602762e6a6674b406a3137e7e7a678885a97b -> trunk/b1a602762e6a6674b406a3137e7e7a678885a97b 2025-08-14T21:21:39.3811143Z * [new tag] trunk/b1f43548cad8fc0e30bda250f6e196310fa7a4bc -> trunk/b1f43548cad8fc0e30bda250f6e196310fa7a4bc 2025-08-14T21:21:39.3813001Z * [new tag] trunk/b219ca2a00a305753c4f1ea4c9c5d23243d54753 -> trunk/b219ca2a00a305753c4f1ea4c9c5d23243d54753 2025-08-14T21:21:39.3814993Z * [new tag] trunk/b4596895b9d85a686c2cb978938b0a7797b3690a -> trunk/b4596895b9d85a686c2cb978938b0a7797b3690a 2025-08-14T21:21:39.3816938Z * [new tag] trunk/b5fd7223b1bf44720dc9183bda7dfcf7aeccff02 -> trunk/b5fd7223b1bf44720dc9183bda7dfcf7aeccff02 2025-08-14T21:21:39.3818732Z * [new tag] trunk/b602ea9cab7d43a7ee7b4051227090f23fbd3dbf -> trunk/b602ea9cab7d43a7ee7b4051227090f23fbd3dbf 2025-08-14T21:21:39.3821108Z * [new tag] trunk/b6b74aed604bd2e96389ff99aaaf39abc64fdc64 -> trunk/b6b74aed604bd2e96389ff99aaaf39abc64fdc64 2025-08-14T21:21:39.3822597Z * [new tag] trunk/b7db86600a2614adc71c92ca42d359a7ac534d78 -> trunk/b7db86600a2614adc71c92ca42d359a7ac534d78 2025-08-14T21:21:39.3824388Z * [new tag] trunk/b9003ed3d87699e81e436719625a21996a6654e5 -> trunk/b9003ed3d87699e81e436719625a21996a6654e5 2025-08-14T21:21:39.3826029Z * [new tag] trunk/b90feeac86bda00afc2789321bcd706015ff44e3 -> trunk/b90feeac86bda00afc2789321bcd706015ff44e3 2025-08-14T21:21:39.3828908Z * [new tag] trunk/b9d7de3a094598c3dc0dd52e57bce30eb684c9d8 -> trunk/b9d7de3a094598c3dc0dd52e57bce30eb684c9d8 2025-08-14T21:21:39.3830480Z * [new tag] trunk/ba47821f524eee50a214ed39fa2e7765d54aabf4 -> trunk/ba47821f524eee50a214ed39fa2e7765d54aabf4 2025-08-14T21:21:39.3832510Z * [new tag] trunk/ba4ccf5d67e3d237f435eacc2bce3c6025f08491 -> trunk/ba4ccf5d67e3d237f435eacc2bce3c6025f08491 2025-08-14T21:21:39.3834877Z * [new tag] trunk/bcf23ecc476df2bd7479f142567213e2623308ee -> trunk/bcf23ecc476df2bd7479f142567213e2623308ee 2025-08-14T21:21:39.3836466Z * [new tag] trunk/be53f609aaf6f01e2863f490975ea9eaac3ee9ff -> trunk/be53f609aaf6f01e2863f490975ea9eaac3ee9ff 2025-08-14T21:21:39.3838243Z * [new tag] trunk/beb4d7816dedc67a5de1f82e5a45b5910f407941 -> trunk/beb4d7816dedc67a5de1f82e5a45b5910f407941 2025-08-14T21:21:39.3840089Z * [new tag] trunk/bfc873d02ec413344717493e4175a902921359fd -> trunk/bfc873d02ec413344717493e4175a902921359fd 2025-08-14T21:21:39.3842098Z * [new tag] trunk/c184cb3852f0ff2d16a489d61abc3739c309e6ca -> trunk/c184cb3852f0ff2d16a489d61abc3739c309e6ca 2025-08-14T21:21:39.3843882Z * [new tag] trunk/c24ca7f4bf79f62fd623d76346ca27e53f731431 -> trunk/c24ca7f4bf79f62fd623d76346ca27e53f731431 2025-08-14T21:21:39.3845510Z * [new tag] trunk/c3dc8dc4122977893004c49d10e4676cd0a97da4 -> trunk/c3dc8dc4122977893004c49d10e4676cd0a97da4 2025-08-14T21:21:39.3847259Z * [new tag] trunk/c5ec5458a547f7a774468ea0eb2258d3de596492 -> trunk/c5ec5458a547f7a774468ea0eb2258d3de596492 2025-08-14T21:21:39.3849100Z * [new tag] trunk/c5efc5c8a66eca84865015058b3221013ebfe685 -> trunk/c5efc5c8a66eca84865015058b3221013ebfe685 2025-08-14T21:21:39.3850965Z * [new tag] trunk/c6563341208003f64c131854a9cf029555f786d2 -> trunk/c6563341208003f64c131854a9cf029555f786d2 2025-08-14T21:21:39.3852955Z * [new tag] trunk/c6d78d4dbda53837d298d23a5fbc09af90a42d9e -> trunk/c6d78d4dbda53837d298d23a5fbc09af90a42d9e 2025-08-14T21:21:39.3854254Z * [new tag] trunk/c8205cb35435f39d2c26f6c94b45e4adeb6dcb23 -> trunk/c8205cb35435f39d2c26f6c94b45e4adeb6dcb23 2025-08-14T21:21:39.3856170Z * [new tag] trunk/c859ba7114b1fcb49527e090745fa17091d1f8d5 -> trunk/c859ba7114b1fcb49527e090745fa17091d1f8d5 2025-08-14T21:21:39.3857999Z * [new tag] trunk/c86040a8e68f754b90a84099187d3624954c7f36 -> trunk/c86040a8e68f754b90a84099187d3624954c7f36 2025-08-14T21:21:39.3859826Z * [new tag] trunk/c9671dc865aa0fc1cb86df754e355b44d8e02bb4 -> trunk/c9671dc865aa0fc1cb86df754e355b44d8e02bb4 2025-08-14T21:21:39.3861805Z * [new tag] trunk/ca7315c17162ea21b1ca5ba23f4bf6168766c7b9 -> trunk/ca7315c17162ea21b1ca5ba23f4bf6168766c7b9 2025-08-14T21:21:39.3863720Z * [new tag] trunk/cae2b5e3d223829bdc553fc8601df4b1c1554cff -> trunk/cae2b5e3d223829bdc553fc8601df4b1c1554cff 2025-08-14T21:21:39.3865363Z * [new tag] trunk/cbffde774557752cf20447d42d99ec6102673c31 -> trunk/cbffde774557752cf20447d42d99ec6102673c31 2025-08-14T21:21:39.3867203Z * [new tag] trunk/cd8d8c18f5bafdc1c73d5ac0129e7b4d76ab45bc -> trunk/cd8d8c18f5bafdc1c73d5ac0129e7b4d76ab45bc 2025-08-14T21:21:39.3868977Z * [new tag] trunk/cf0a0dcb0afa5e84b95461cc542f862b51ca96bf -> trunk/cf0a0dcb0afa5e84b95461cc542f862b51ca96bf 2025-08-14T21:21:39.3870709Z * [new tag] trunk/cf4964be68fa9f4ffc334f01cce42d7424b1cc81 -> trunk/cf4964be68fa9f4ffc334f01cce42d7424b1cc81 2025-08-14T21:21:39.3873043Z * [new tag] trunk/d0e2240f680ea2a553f7ee8188f52482e130bfd0 -> trunk/d0e2240f680ea2a553f7ee8188f52482e130bfd0 2025-08-14T21:21:39.3874833Z * [new tag] trunk/d1950d4bb5cba8fb6b23e4d283eea5b9801737e2 -> trunk/d1950d4bb5cba8fb6b23e4d283eea5b9801737e2 2025-08-14T21:21:39.3876599Z * [new tag] trunk/d20c4c20e61adecf00335c4d8c22eb1ace472cd3 -> trunk/d20c4c20e61adecf00335c4d8c22eb1ace472cd3 2025-08-14T21:21:39.3878314Z * [new tag] trunk/d25c4f954d599ea512e2f70cd6df101c21479d4c -> trunk/d25c4f954d599ea512e2f70cd6df101c21479d4c 2025-08-14T21:21:39.3880140Z * [new tag] trunk/d3d359dbafa89173a371e2637f22b47398e94a24 -> trunk/d3d359dbafa89173a371e2637f22b47398e94a24 2025-08-14T21:21:39.3881984Z * [new tag] trunk/d46768db04499d07a5b0db984112a6d1b7d3b0c1 -> trunk/d46768db04499d07a5b0db984112a6d1b7d3b0c1 2025-08-14T21:21:39.3883835Z * [new tag] trunk/d4c1a08c89f37d249a0146ff511c82ecc5c53b8f -> trunk/d4c1a08c89f37d249a0146ff511c82ecc5c53b8f 2025-08-14T21:21:39.3885721Z * [new tag] trunk/d556586448f3caab85673c7da0978fe31c7748f7 -> trunk/d556586448f3caab85673c7da0978fe31c7748f7 2025-08-14T21:21:39.3887560Z * [new tag] trunk/d670304001429a1a833255a918ed788d7ec4989a -> trunk/d670304001429a1a833255a918ed788d7ec4989a 2025-08-14T21:21:39.3889325Z * [new tag] trunk/d6786741a77aba200c78002646cc069b7a1799b0 -> trunk/d6786741a77aba200c78002646cc069b7a1799b0 2025-08-14T21:21:39.3891742Z * [new tag] trunk/d68c323692dedcbb74e670801e3502944fd790ff -> trunk/d68c323692dedcbb74e670801e3502944fd790ff 2025-08-14T21:21:39.3893216Z * [new tag] trunk/d8cb3db5339b45e4b745b2b883ef3ecde9843e2c -> trunk/d8cb3db5339b45e4b745b2b883ef3ecde9843e2c 2025-08-14T21:21:39.3894840Z * [new tag] trunk/da1f608ca33f3062535d0a4866d95db19e72fcbd -> trunk/da1f608ca33f3062535d0a4866d95db19e72fcbd 2025-08-14T21:21:39.3896317Z * [new tag] trunk/db0b7f1cc9bb3fe71aaf8b964a644147ae8e1c35 -> trunk/db0b7f1cc9bb3fe71aaf8b964a644147ae8e1c35 2025-08-14T21:21:39.3898198Z * [new tag] trunk/db32b60662b2f2bdcad980127d5dc4b66b02a7e4 -> trunk/db32b60662b2f2bdcad980127d5dc4b66b02a7e4 2025-08-14T21:21:39.3899961Z * [new tag] trunk/db763b17175553ba09637362eb9773a91997a7ad -> trunk/db763b17175553ba09637362eb9773a91997a7ad 2025-08-14T21:21:39.3901789Z * [new tag] trunk/db78943a1ca13a32a3d6045eb15e2b719ee13a2f -> trunk/db78943a1ca13a32a3d6045eb15e2b719ee13a2f 2025-08-14T21:21:39.3903561Z * [new tag] trunk/dc0d18e023d9b7e314ebba0f234b6cb1579dbcfd -> trunk/dc0d18e023d9b7e314ebba0f234b6cb1579dbcfd 2025-08-14T21:21:39.3905310Z * [new tag] trunk/dd21c8a578038ab2841a7ba809a06921093ac9d8 -> trunk/dd21c8a578038ab2841a7ba809a06921093ac9d8 2025-08-14T21:21:39.3907120Z * [new tag] trunk/deea71a90e05eb320c04bebfead5317746637f0d -> trunk/deea71a90e05eb320c04bebfead5317746637f0d 2025-08-14T21:21:39.3908901Z * [new tag] trunk/df55ec7d4b35f6d21691e9dd41c82f27de762948 -> trunk/df55ec7d4b35f6d21691e9dd41c82f27de762948 2025-08-14T21:21:39.3910626Z * [new tag] trunk/e1cf0d496ea85d1807c8c740f296e77bf7bdc1df -> trunk/e1cf0d496ea85d1807c8c740f296e77bf7bdc1df 2025-08-14T21:21:39.3913453Z * [new tag] trunk/e248719ac03c103767ab72034f6b9fd56855bf98 -> trunk/e248719ac03c103767ab72034f6b9fd56855bf98 2025-08-14T21:21:39.3915053Z * [new tag] trunk/e49762026070f66be41bfa6537fbcf9bfc24e558 -> trunk/e49762026070f66be41bfa6537fbcf9bfc24e558 2025-08-14T21:21:39.3916970Z * [new tag] trunk/e4de93f6a3e342bab34d3757cf90ec0ccc87e168 -> trunk/e4de93f6a3e342bab34d3757cf90ec0ccc87e168 2025-08-14T21:21:39.3918398Z * [new tag] trunk/e619c6bb90b9dedaccd3cbeed86a288993a4e33f -> trunk/e619c6bb90b9dedaccd3cbeed86a288993a4e33f 2025-08-14T21:21:39.3920387Z * [new tag] trunk/e63c2b21c186a7d2ab8a8953b8aa1535f2e96e58 -> trunk/e63c2b21c186a7d2ab8a8953b8aa1535f2e96e58 2025-08-14T21:21:39.3922133Z * [new tag] trunk/e7152ff8a6a929a0db7f3f4a72a5b6d471769cd3 -> trunk/e7152ff8a6a929a0db7f3f4a72a5b6d471769cd3 2025-08-14T21:21:39.3924015Z * [new tag] trunk/e96c7c4bb0f6aeae2ab3b6f040f7d67edbec199a -> trunk/e96c7c4bb0f6aeae2ab3b6f040f7d67edbec199a 2025-08-14T21:21:39.3925744Z * [new tag] trunk/e9eb2096a59a79e7a94c3e28a0715e040369f34c -> trunk/e9eb2096a59a79e7a94c3e28a0715e040369f34c 2025-08-14T21:21:39.3928353Z * [new tag] trunk/eac2d9d695a32dd456050f45cac35134ec3809f4 -> trunk/eac2d9d695a32dd456050f45cac35134ec3809f4 2025-08-14T21:21:39.3929920Z * [new tag] trunk/ecde76c764752540edf9ef62a97936c86d984b17 -> trunk/ecde76c764752540edf9ef62a97936c86d984b17 2025-08-14T21:21:39.3931460Z * [new tag] trunk/ecea81117b2fdc52907c97b3c32d779e07b5d55b -> trunk/ecea81117b2fdc52907c97b3c32d779e07b5d55b 2025-08-14T21:21:39.3933961Z * [new tag] trunk/edaa151d0d5a4e75fbec9843f49cc78770eb61fb -> trunk/edaa151d0d5a4e75fbec9843f49cc78770eb61fb 2025-08-14T21:21:39.3935586Z * [new tag] trunk/ee1b0412b919dfb358d5a697b3be49621497fbc2 -> trunk/ee1b0412b919dfb358d5a697b3be49621497fbc2 2025-08-14T21:21:39.3937371Z * [new tag] trunk/ee1fb43450c2e985657f95a91b68328d6f20f24e -> trunk/ee1fb43450c2e985657f95a91b68328d6f20f24e 2025-08-14T21:21:39.3939450Z * [new tag] trunk/ee89cc7a0acd69de25f98fe4ef828546db7b444c -> trunk/ee89cc7a0acd69de25f98fe4ef828546db7b444c 2025-08-14T21:21:39.3941203Z * [new tag] trunk/ee9f8ba11d664b871a9e0c7933fdc8571635b78c -> trunk/ee9f8ba11d664b871a9e0c7933fdc8571635b78c 2025-08-14T21:21:39.3943008Z * [new tag] trunk/eed9dbf70f43ee529fec78ac00ed9a4fd74c6e76 -> trunk/eed9dbf70f43ee529fec78ac00ed9a4fd74c6e76 2025-08-14T21:21:39.3944716Z * [new tag] trunk/f077c2402e4eb5b0ed562b4ee5b7a0503f26ef94 -> trunk/f077c2402e4eb5b0ed562b4ee5b7a0503f26ef94 2025-08-14T21:21:39.3946558Z * [new tag] trunk/f0980fc0bbd656d6c02d23ad97e945353b314f35 -> trunk/f0980fc0bbd656d6c02d23ad97e945353b314f35 2025-08-14T21:21:39.3948396Z * [new tag] trunk/f15ada5c6fad97a7dcbfa4673f067b6942dda640 -> trunk/f15ada5c6fad97a7dcbfa4673f067b6942dda640 2025-08-14T21:21:39.3950147Z * [new tag] trunk/f27232a2134150cb5e55d26a74d8c36c6a961ca5 -> trunk/f27232a2134150cb5e55d26a74d8c36c6a961ca5 2025-08-14T21:21:39.3951875Z * [new tag] trunk/f33ce40bc062a281e1a1f57e8c1926d0a7d155cc -> trunk/f33ce40bc062a281e1a1f57e8c1926d0a7d155cc 2025-08-14T21:21:39.3953686Z * [new tag] trunk/f341077ce4710172da20cfad916ee37159bfe9fe -> trunk/f341077ce4710172da20cfad916ee37159bfe9fe 2025-08-14T21:21:39.3955684Z * [new tag] trunk/f3a4d742ece08de4cb0e59dcc62e0093a7d0b0c7 -> trunk/f3a4d742ece08de4cb0e59dcc62e0093a7d0b0c7 2025-08-14T21:21:39.3957418Z * [new tag] trunk/f3f159ff8c4bad2edec99c68a941c628e983d04c -> trunk/f3f159ff8c4bad2edec99c68a941c628e983d04c 2025-08-14T21:21:39.3959094Z * [new tag] trunk/f60454cce8b93e5bbf67f2f3c88c8ac01ed65457 -> trunk/f60454cce8b93e5bbf67f2f3c88c8ac01ed65457 2025-08-14T21:21:39.3960895Z * [new tag] trunk/f7b2f3314cf7aede67d5fa5c75e4243208484344 -> trunk/f7b2f3314cf7aede67d5fa5c75e4243208484344 2025-08-14T21:21:39.3962734Z * [new tag] trunk/f8f0414a5983ff481a2188e0c18594150430c8c5 -> trunk/f8f0414a5983ff481a2188e0c18594150430c8c5 2025-08-14T21:21:39.3964724Z * [new tag] trunk/f95b58c2844b3444cd8446fed8570729dc4216eb -> trunk/f95b58c2844b3444cd8446fed8570729dc4216eb 2025-08-14T21:21:39.3966565Z * [new tag] trunk/f990490a23815ea6ee27e487c70ba2cf513ba43d -> trunk/f990490a23815ea6ee27e487c70ba2cf513ba43d 2025-08-14T21:21:39.3968399Z * [new tag] trunk/fb887c3bb588cfe782615e67f6c26db636b8539b -> trunk/fb887c3bb588cfe782615e67f6c26db636b8539b 2025-08-14T21:21:39.3971296Z * [new tag] trunk/fc25c68f20f772290927a7031b998b92615259cf -> trunk/fc25c68f20f772290927a7031b998b92615259cf 2025-08-14T21:21:39.3972788Z * [new tag] trunk/fc80f6859e0ccf66513a40f04b9e735e759d4ddb -> trunk/fc80f6859e0ccf66513a40f04b9e735e759d4ddb 2025-08-14T21:21:39.3974747Z * [new tag] trunk/fdfd69bb05488d76123db9cc1cdd90ac4137bbfb -> trunk/fdfd69bb05488d76123db9cc1cdd90ac4137bbfb 2025-08-14T21:21:39.3976506Z * [new tag] trunk/fe3f5fe4ea2ff6f56406dc5d954636ebb08d0a08 -> trunk/fe3f5fe4ea2ff6f56406dc5d954636ebb08d0a08 2025-08-14T21:21:39.3978253Z * [new tag] trunk/fea7e9dd37c02c334b130f6624af6163fde6b2ab -> trunk/fea7e9dd37c02c334b130f6624af6163fde6b2ab 2025-08-14T21:21:39.3979633Z * [new tag] trunk/ff0d56d03592aa03f3ced8359241d21df1783393 -> trunk/ff0d56d03592aa03f3ced8359241d21df1783393 2025-08-14T21:21:39.3981198Z * [new tag] v0.1.1 -> v0.1.1 2025-08-14T21:21:39.3983254Z * [new tag] v0.1.10 -> v0.1.10 2025-08-14T21:21:39.3984570Z * [new tag] v0.1.11 -> v0.1.11 2025-08-14T21:21:39.3986638Z * [new tag] v0.1.12 -> v0.1.12 2025-08-14T21:21:39.3988094Z * [new tag] v0.1.2 -> v0.1.2 2025-08-14T21:21:39.3990206Z * [new tag] v0.1.3 -> v0.1.3 2025-08-14T21:21:39.3991868Z * [new tag] v0.1.4 -> v0.1.4 2025-08-14T21:21:39.3993361Z * [new tag] v0.1.5 -> v0.1.5 2025-08-14T21:21:39.3995156Z * [new tag] v0.1.6 -> v0.1.6 2025-08-14T21:21:39.3996547Z * [new tag] v0.1.7 -> v0.1.7 2025-08-14T21:21:39.3998074Z * [new tag] v0.1.8 -> v0.1.8 2025-08-14T21:21:39.3999928Z * [new tag] v0.1.9 -> v0.1.9 2025-08-14T21:21:39.4001344Z * [new tag] v0.2.0 -> v0.2.0 2025-08-14T21:21:39.4003266Z * [new tag] v0.3.0 -> v0.3.0 2025-08-14T21:21:39.4005014Z * [new tag] v0.3.1 -> v0.3.1 2025-08-14T21:21:39.4006510Z * [new tag] v0.4.0 -> v0.4.0 2025-08-14T21:21:39.4008396Z * [new tag] v0.4.1 -> v0.4.1 2025-08-14T21:21:39.4010076Z * [new tag] v1.0.0 -> v1.0.0 2025-08-14T21:21:39.4011894Z * [new tag] v1.0.0a0 -> v1.0.0a0 2025-08-14T21:21:39.4013568Z * [new tag] v1.0.1 -> v1.0.1 2025-08-14T21:21:39.4015275Z * [new tag] v1.0rc0 -> v1.0rc0 2025-08-14T21:21:39.4016458Z * [new tag] v1.0rc1 -> v1.0rc1 2025-08-14T21:21:39.4018331Z * [new tag] v1.1.0 -> v1.1.0 2025-08-14T21:21:39.4020038Z * [new tag] v1.1.0a0 -> v1.1.0a0 2025-08-14T21:21:39.4021965Z * [new tag] v1.10.0 -> v1.10.0 2025-08-14T21:21:39.4023772Z * [new tag] v1.10.0-rc1 -> v1.10.0-rc1 2025-08-14T21:21:39.4025532Z * [new tag] v1.10.0-rc2 -> v1.10.0-rc2 2025-08-14T21:21:39.4026734Z * [new tag] v1.10.0-rc3 -> v1.10.0-rc3 2025-08-14T21:21:39.4029259Z * [new tag] v1.10.1 -> v1.10.1 2025-08-14T21:21:39.4030504Z * [new tag] v1.10.1-rc1 -> v1.10.1-rc1 2025-08-14T21:21:39.4032036Z * [new tag] v1.10.2 -> v1.10.2 2025-08-14T21:21:39.4034042Z * [new tag] v1.10.2-rc1 -> v1.10.2-rc1 2025-08-14T21:21:39.4035784Z * [new tag] v1.11.0 -> v1.11.0 2025-08-14T21:21:39.4037647Z * [new tag] v1.11.0-rc1 -> v1.11.0-rc1 2025-08-14T21:21:39.4039421Z * [new tag] v1.11.0-rc2 -> v1.11.0-rc2 2025-08-14T21:21:39.4041048Z * [new tag] v1.11.0-rc3 -> v1.11.0-rc3 2025-08-14T21:21:39.4043037Z * [new tag] v1.11.0-rc4 -> v1.11.0-rc4 2025-08-14T21:21:39.4044747Z * [new tag] v1.11.0-rc5 -> v1.11.0-rc5 2025-08-14T21:21:39.4046258Z * [new tag] v1.11.0-rc6 -> v1.11.0-rc6 2025-08-14T21:21:39.4047452Z * [new tag] v1.11.0-rc7 -> v1.11.0-rc7 2025-08-14T21:21:39.4049311Z * [new tag] v1.12.0 -> v1.12.0 2025-08-14T21:21:39.4050998Z * [new tag] v1.12.0-rc1 -> v1.12.0-rc1 2025-08-14T21:21:39.4052684Z * [new tag] v1.12.0-rc2 -> v1.12.0-rc2 2025-08-14T21:21:39.4054500Z * [new tag] v1.12.0-rc3 -> v1.12.0-rc3 2025-08-14T21:21:39.4056287Z * [new tag] v1.12.0-rc4 -> v1.12.0-rc4 2025-08-14T21:21:39.4057801Z * [new tag] v1.12.0-rc5 -> v1.12.0-rc5 2025-08-14T21:21:39.4059731Z * [new tag] v1.12.0-rc6 -> v1.12.0-rc6 2025-08-14T21:21:39.4060882Z * [new tag] v1.12.0-rc7 -> v1.12.0-rc7 2025-08-14T21:21:39.4062373Z * [new tag] v1.12.0-rc8 -> v1.12.0-rc8 2025-08-14T21:21:39.4063594Z * [new tag] v1.12.1 -> v1.12.1 2025-08-14T21:21:39.4065676Z * [new tag] v1.12.1-rc1 -> v1.12.1-rc1 2025-08-14T21:21:39.4067355Z * [new tag] v1.12.1-rc2 -> v1.12.1-rc2 2025-08-14T21:21:39.4069205Z * [new tag] v1.12.1-rc3 -> v1.12.1-rc3 2025-08-14T21:21:39.4080119Z * [new tag] v1.12.1-rc4 -> v1.12.1-rc4 2025-08-14T21:21:39.4080786Z * [new tag] v1.12.1-rc5 -> v1.12.1-rc5 2025-08-14T21:21:39.4081302Z * [new tag] v1.13.0 -> v1.13.0 2025-08-14T21:21:39.4081811Z * [new tag] v1.13.0-rc1 -> v1.13.0-rc1 2025-08-14T21:21:39.4082321Z * [new tag] v1.13.0-rc2 -> v1.13.0-rc2 2025-08-14T21:21:39.4082820Z * [new tag] v1.13.0-rc3 -> v1.13.0-rc3 2025-08-14T21:21:39.4083332Z * [new tag] v1.13.0-rc4 -> v1.13.0-rc4 2025-08-14T21:21:39.4083860Z * [new tag] v1.13.0-rc5 -> v1.13.0-rc5 2025-08-14T21:21:39.4084355Z * [new tag] v1.13.0-rc6 -> v1.13.0-rc6 2025-08-14T21:21:39.4085309Z * [new tag] v1.13.1 -> v1.13.1 2025-08-14T21:21:39.4087499Z * [new tag] v1.13.1-rc1 -> v1.13.1-rc1 2025-08-14T21:21:39.4088610Z * [new tag] v1.2.0 -> v1.2.0 2025-08-14T21:21:39.4090538Z * [new tag] v1.2.0a0 -> v1.2.0a0 2025-08-14T21:21:39.4092311Z * [new tag] v1.3.0 -> v1.3.0 2025-08-14T21:21:39.4093884Z * [new tag] v1.3.0a0 -> v1.3.0a0 2025-08-14T21:21:39.4095139Z * [new tag] v1.3.1 -> v1.3.1 2025-08-14T21:21:39.4096996Z * [new tag] v1.4.0 -> v1.4.0 2025-08-14T21:21:39.4098850Z * [new tag] v1.4.0a0 -> v1.4.0a0 2025-08-14T21:21:39.4100039Z * [new tag] v1.4.1 -> v1.4.1 2025-08-14T21:21:39.4102019Z * [new tag] v1.5.0 -> v1.5.0 2025-08-14T21:21:39.4103986Z * [new tag] v1.5.0-rc1 -> v1.5.0-rc1 2025-08-14T21:21:39.4105748Z * [new tag] v1.5.0-rc2 -> v1.5.0-rc2 2025-08-14T21:21:39.4107573Z * [new tag] v1.5.0-rc3 -> v1.5.0-rc3 2025-08-14T21:21:39.4108951Z * [new tag] v1.5.0-rc4 -> v1.5.0-rc4 2025-08-14T21:21:39.4110560Z * [new tag] v1.5.0-rc5 -> v1.5.0-rc5 2025-08-14T21:21:39.4112293Z * [new tag] v1.5.1 -> v1.5.1 2025-08-14T21:21:39.4113500Z * [new tag] v1.5.1-rc1 -> v1.5.1-rc1 2025-08-14T21:21:39.4115070Z * [new tag] v1.6.0 -> v1.6.0 2025-08-14T21:21:39.4116737Z * [new tag] v1.6.0-rc1 -> v1.6.0-rc1 2025-08-14T21:21:39.4118532Z * [new tag] v1.6.0-rc2 -> v1.6.0-rc2 2025-08-14T21:21:39.4120275Z * [new tag] v1.6.0-rc3 -> v1.6.0-rc3 2025-08-14T21:21:39.4121995Z * [new tag] v1.6.0-rc4 -> v1.6.0-rc4 2025-08-14T21:21:39.4123767Z * [new tag] v1.6.0-rc5 -> v1.6.0-rc5 2025-08-14T21:21:39.4125406Z * [new tag] v1.6.0-rc6 -> v1.6.0-rc6 2025-08-14T21:21:39.4126603Z * [new tag] v1.6.0-rc7 -> v1.6.0-rc7 2025-08-14T21:21:39.4128465Z * [new tag] v1.7.0 -> v1.7.0 2025-08-14T21:21:39.4130362Z * [new tag] v1.7.0-rc1 -> v1.7.0-rc1 2025-08-14T21:21:39.4132474Z * [new tag] v1.7.0-rc2 -> v1.7.0-rc2 2025-08-14T21:21:39.4135956Z * [new tag] v1.7.0-rc3 -> v1.7.0-rc3 2025-08-14T21:21:39.4138184Z * [new tag] v1.7.0-rc4 -> v1.7.0-rc4 2025-08-14T21:21:39.4139934Z * [new tag] v1.7.1 -> v1.7.1 2025-08-14T21:21:39.4141846Z * [new tag] v1.7.1-rc1 -> v1.7.1-rc1 2025-08-14T21:21:39.4143508Z * [new tag] v1.7.1-rc2 -> v1.7.1-rc2 2025-08-14T21:21:39.4144727Z * [new tag] v1.7.1-rc3 -> v1.7.1-rc3 2025-08-14T21:21:39.4146677Z * [new tag] v1.8.0 -> v1.8.0 2025-08-14T21:21:39.4147875Z * [new tag] v1.8.0-rc1 -> v1.8.0-rc1 2025-08-14T21:21:39.4150100Z * [new tag] v1.8.0-rc2 -> v1.8.0-rc2 2025-08-14T21:21:39.4151361Z * [new tag] v1.8.0-rc3 -> v1.8.0-rc3 2025-08-14T21:21:39.4153277Z * [new tag] v1.8.0-rc4 -> v1.8.0-rc4 2025-08-14T21:21:39.4154844Z * [new tag] v1.8.0-rc5 -> v1.8.0-rc5 2025-08-14T21:21:39.4156020Z * [new tag] v1.8.1 -> v1.8.1 2025-08-14T21:21:39.4157901Z * [new tag] v1.8.1-rc1 -> v1.8.1-rc1 2025-08-14T21:21:39.4159123Z * [new tag] v1.8.1-rc2 -> v1.8.1-rc2 2025-08-14T21:21:39.4161303Z * [new tag] v1.8.1-rc3 -> v1.8.1-rc3 2025-08-14T21:21:39.4163356Z * [new tag] v1.8.2 -> v1.8.2 2025-08-14T21:21:39.4164561Z * [new tag] v1.8.2-rc1 -> v1.8.2-rc1 2025-08-14T21:21:39.4166494Z * [new tag] v1.9.0 -> v1.9.0 2025-08-14T21:21:39.4168149Z * [new tag] v1.9.0-rc1 -> v1.9.0-rc1 2025-08-14T21:21:39.4169917Z * [new tag] v1.9.0-rc2 -> v1.9.0-rc2 2025-08-14T21:21:39.4171730Z * [new tag] v1.9.0-rc3 -> v1.9.0-rc3 2025-08-14T21:21:39.4172974Z * [new tag] v1.9.0-rc4 -> v1.9.0-rc4 2025-08-14T21:21:39.4174930Z * [new tag] v1.9.1 -> v1.9.1 2025-08-14T21:21:39.4176876Z * [new tag] v1.9.1-rc1 -> v1.9.1-rc1 2025-08-14T21:21:39.4178479Z * [new tag] v1.9.1-rc2 -> v1.9.1-rc2 2025-08-14T21:21:39.4180205Z * [new tag] v2.0.0 -> v2.0.0 2025-08-14T21:21:39.4181706Z * [new tag] v2.0.0-rc1 -> v2.0.0-rc1 2025-08-14T21:21:39.4183611Z * [new tag] v2.0.0-rc2 -> v2.0.0-rc2 2025-08-14T21:21:39.4185449Z * [new tag] v2.0.0-rc3 -> v2.0.0-rc3 2025-08-14T21:21:39.4187197Z * [new tag] v2.0.0-rc4 -> v2.0.0-rc4 2025-08-14T21:21:39.4188869Z * [new tag] v2.0.0-rc5 -> v2.0.0-rc5 2025-08-14T21:21:39.4190056Z * [new tag] v2.0.0-rc6 -> v2.0.0-rc6 2025-08-14T21:21:39.4192056Z * [new tag] v2.0.1 -> v2.0.1 2025-08-14T21:21:39.4193850Z * [new tag] v2.0.1-rc1 -> v2.0.1-rc1 2025-08-14T21:21:39.4195125Z * [new tag] v2.0.1-rc2 -> v2.0.1-rc2 2025-08-14T21:21:39.4196880Z * [new tag] v2.0.1-rc3 -> v2.0.1-rc3 2025-08-14T21:21:39.4198092Z * [new tag] v2.0.1-rc4 -> v2.0.1-rc4 2025-08-14T21:21:39.4200651Z * [new tag] v2.1.0 -> v2.1.0 2025-08-14T21:21:39.4202306Z * [new tag] v2.1.0-rc1 -> v2.1.0-rc1 2025-08-14T21:21:39.4204145Z * [new tag] v2.1.0-rc2 -> v2.1.0-rc2 2025-08-14T21:21:39.4205803Z * [new tag] v2.1.0-rc3 -> v2.1.0-rc3 2025-08-14T21:21:39.4207631Z * [new tag] v2.1.0-rc4 -> v2.1.0-rc4 2025-08-14T21:21:39.4209592Z * [new tag] v2.1.0-rc5 -> v2.1.0-rc5 2025-08-14T21:21:39.4210790Z * [new tag] v2.1.0-rc6 -> v2.1.0-rc6 2025-08-14T21:21:39.4212680Z * [new tag] v2.1.1 -> v2.1.1 2025-08-14T21:21:39.4214510Z * [new tag] v2.1.1-rc1 -> v2.1.1-rc1 2025-08-14T21:21:39.4216164Z * [new tag] v2.1.1-rc2 -> v2.1.1-rc2 2025-08-14T21:21:39.4217949Z * [new tag] v2.1.1-rc3 -> v2.1.1-rc3 2025-08-14T21:21:39.4219723Z * [new tag] v2.1.1-rc4 -> v2.1.1-rc4 2025-08-14T21:21:39.4221390Z * [new tag] v2.1.1-rc5 -> v2.1.1-rc5 2025-08-14T21:21:39.4222611Z * [new tag] v2.1.1-rc6 -> v2.1.1-rc6 2025-08-14T21:21:39.4224438Z * [new tag] v2.1.2 -> v2.1.2 2025-08-14T21:21:39.4226226Z * [new tag] v2.1.2-rc1 -> v2.1.2-rc1 2025-08-14T21:21:39.4228015Z * [new tag] v2.1.2-rc2 -> v2.1.2-rc2 2025-08-14T21:21:39.4229245Z * [new tag] v2.1.2-rc3 -> v2.1.2-rc3 2025-08-14T21:21:39.4231226Z * [new tag] v2.2.0 -> v2.2.0 2025-08-14T21:21:39.4233514Z * [new tag] v2.2.0-rc1 -> v2.2.0-rc1 2025-08-14T21:21:39.4235168Z * [new tag] v2.2.0-rc2 -> v2.2.0-rc2 2025-08-14T21:21:39.4236792Z * [new tag] v2.2.0-rc3 -> v2.2.0-rc3 2025-08-14T21:21:39.4238488Z * [new tag] v2.2.0-rc4 -> v2.2.0-rc4 2025-08-14T21:21:39.4240102Z * [new tag] v2.2.0-rc5 -> v2.2.0-rc5 2025-08-14T21:21:39.4241985Z * [new tag] v2.2.0-rc6 -> v2.2.0-rc6 2025-08-14T21:21:39.4243178Z * [new tag] v2.2.0-rc7 -> v2.2.0-rc7 2025-08-14T21:21:39.4244739Z * [new tag] v2.2.0-rc8 -> v2.2.0-rc8 2025-08-14T21:21:39.4246931Z * [new tag] v2.2.1 -> v2.2.1 2025-08-14T21:21:39.4248765Z * [new tag] v2.2.1-rc1 -> v2.2.1-rc1 2025-08-14T21:21:39.4250024Z * [new tag] v2.2.1-rc2 -> v2.2.1-rc2 2025-08-14T21:21:39.4251447Z * [new tag] v2.2.1-rc3 -> v2.2.1-rc3 2025-08-14T21:21:39.4253422Z * [new tag] v2.2.2 -> v2.2.2 2025-08-14T21:21:39.4255263Z * [new tag] v2.2.2-rc1 -> v2.2.2-rc1 2025-08-14T21:21:39.4256474Z * [new tag] v2.2.2-rc2 -> v2.2.2-rc2 2025-08-14T21:21:39.4258054Z * [new tag] v2.2.2-rc3 -> v2.2.2-rc3 2025-08-14T21:21:39.4259776Z * [new tag] v2.3.0 -> v2.3.0 2025-08-14T21:21:39.4261892Z * [new tag] v2.3.0-rc1 -> v2.3.0-rc1 2025-08-14T21:21:39.4263861Z * [new tag] v2.3.0-rc10 -> v2.3.0-rc10 2025-08-14T21:21:39.4265749Z * [new tag] v2.3.0-rc11 -> v2.3.0-rc11 2025-08-14T21:21:39.4266944Z * [new tag] v2.3.0-rc12 -> v2.3.0-rc12 2025-08-14T21:21:39.4268805Z * [new tag] v2.3.0-rc2 -> v2.3.0-rc2 2025-08-14T21:21:39.4270472Z * [new tag] v2.3.0-rc3 -> v2.3.0-rc3 2025-08-14T21:21:39.4272289Z * [new tag] v2.3.0-rc4 -> v2.3.0-rc4 2025-08-14T21:21:39.4274120Z * [new tag] v2.3.0-rc5 -> v2.3.0-rc5 2025-08-14T21:21:39.4275176Z * [new tag] v2.3.0-rc6 -> v2.3.0-rc6 2025-08-14T21:21:39.4277004Z * [new tag] v2.3.0-rc7 -> v2.3.0-rc7 2025-08-14T21:21:39.4278728Z * [new tag] v2.3.0-rc8 -> v2.3.0-rc8 2025-08-14T21:21:39.4279945Z * [new tag] v2.3.0-rc9 -> v2.3.0-rc9 2025-08-14T21:21:39.4281535Z * [new tag] v2.3.1 -> v2.3.1 2025-08-14T21:21:39.4283177Z * [new tag] v2.3.1-rc1 -> v2.3.1-rc1 2025-08-14T21:21:39.4284849Z * [new tag] v2.3.1-rc2 -> v2.3.1-rc2 2025-08-14T21:21:39.4286567Z * [new tag] v2.3.1-rc3 -> v2.3.1-rc3 2025-08-14T21:21:39.4288322Z * [new tag] v2.4.0 -> v2.4.0 2025-08-14T21:21:39.4290052Z * [new tag] v2.4.0-rc1 -> v2.4.0-rc1 2025-08-14T21:21:39.4291742Z * [new tag] v2.4.0-rc2 -> v2.4.0-rc2 2025-08-14T21:21:39.4293487Z * [new tag] v2.4.0-rc3 -> v2.4.0-rc3 2025-08-14T21:21:39.4295119Z * [new tag] v2.4.0-rc4 -> v2.4.0-rc4 2025-08-14T21:21:39.4296952Z * [new tag] v2.4.0-rc5 -> v2.4.0-rc5 2025-08-14T21:21:39.4298619Z * [new tag] v2.4.0-rc6 -> v2.4.0-rc6 2025-08-14T21:21:39.4300389Z * [new tag] v2.4.0-rc7 -> v2.4.0-rc7 2025-08-14T21:21:39.4302062Z * [new tag] v2.4.0-rc8 -> v2.4.0-rc8 2025-08-14T21:21:39.4303981Z * [new tag] v2.4.0-rc9 -> v2.4.0-rc9 2025-08-14T21:21:39.4305174Z * [new tag] v2.4.1 -> v2.4.1 2025-08-14T21:21:39.4307217Z * [new tag] v2.4.1-rc1 -> v2.4.1-rc1 2025-08-14T21:21:39.4308971Z * [new tag] v2.4.1-rc2 -> v2.4.1-rc2 2025-08-14T21:21:39.4310835Z * [new tag] v2.4.1-rc3 -> v2.4.1-rc3 2025-08-14T21:21:39.4312541Z * [new tag] v2.5.0 -> v2.5.0 2025-08-14T21:21:39.4314235Z * [new tag] v2.5.0-rc1 -> v2.5.0-rc1 2025-08-14T21:21:39.4315435Z * [new tag] v2.5.0-rc10 -> v2.5.0-rc10 2025-08-14T21:21:39.4317785Z * [new tag] v2.5.0-rc2 -> v2.5.0-rc2 2025-08-14T21:21:39.4319548Z * [new tag] v2.5.0-rc3 -> v2.5.0-rc3 2025-08-14T21:21:39.4321269Z * [new tag] v2.5.0-rc4 -> v2.5.0-rc4 2025-08-14T21:21:39.4323227Z * [new tag] v2.5.0-rc5 -> v2.5.0-rc5 2025-08-14T21:21:39.4324974Z * [new tag] v2.5.0-rc6 -> v2.5.0-rc6 2025-08-14T21:21:39.4326654Z * [new tag] v2.5.0-rc7 -> v2.5.0-rc7 2025-08-14T21:21:39.4328482Z * [new tag] v2.5.0-rc8 -> v2.5.0-rc8 2025-08-14T21:21:39.4330131Z * [new tag] v2.5.0-rc9 -> v2.5.0-rc9 2025-08-14T21:21:39.4331905Z * [new tag] v2.5.1 -> v2.5.1 2025-08-14T21:21:39.4333012Z * [new tag] v2.5.1-rc1 -> v2.5.1-rc1 2025-08-14T21:21:39.4334564Z * [new tag] v2.6.0 -> v2.6.0 2025-08-14T21:21:39.4336347Z * [new tag] v2.6.0-rc1 -> v2.6.0-rc1 2025-08-14T21:21:39.4338136Z * [new tag] v2.6.0-rc2 -> v2.6.0-rc2 2025-08-14T21:21:39.4340009Z * [new tag] v2.6.0-rc3 -> v2.6.0-rc3 2025-08-14T21:21:39.4341676Z * [new tag] v2.6.0-rc4 -> v2.6.0-rc4 2025-08-14T21:21:39.4343827Z * [new tag] v2.6.0-rc5 -> v2.6.0-rc5 2025-08-14T21:21:39.4345632Z * [new tag] v2.6.0-rc6 -> v2.6.0-rc6 2025-08-14T21:21:39.4347402Z * [new tag] v2.6.0-rc7 -> v2.6.0-rc7 2025-08-14T21:21:39.4349284Z * [new tag] v2.6.0-rc8 -> v2.6.0-rc8 2025-08-14T21:21:39.4350983Z * [new tag] v2.6.0-rc9 -> v2.6.0-rc9 2025-08-14T21:21:39.4352942Z * [new tag] v2.7.0 -> v2.7.0 2025-08-14T21:21:39.4354643Z * [new tag] v2.7.0-rc1 -> v2.7.0-rc1 2025-08-14T21:21:39.4356695Z * [new tag] v2.7.0-rc10 -> v2.7.0-rc10 2025-08-14T21:21:39.4358528Z * [new tag] v2.7.0-rc2 -> v2.7.0-rc2 2025-08-14T21:21:39.4360399Z * [new tag] v2.7.0-rc3 -> v2.7.0-rc3 2025-08-14T21:21:39.4362225Z * [new tag] v2.7.0-rc4 -> v2.7.0-rc4 2025-08-14T21:21:39.4363875Z * [new tag] v2.7.0-rc5 -> v2.7.0-rc5 2025-08-14T21:21:39.4365596Z * [new tag] v2.7.0-rc6 -> v2.7.0-rc6 2025-08-14T21:21:39.4367389Z * [new tag] v2.7.0-rc7 -> v2.7.0-rc7 2025-08-14T21:21:39.4369169Z * [new tag] v2.7.0-rc8 -> v2.7.0-rc8 2025-08-14T21:21:39.4371014Z * [new tag] v2.7.0-rc9 -> v2.7.0-rc9 2025-08-14T21:21:39.4372239Z * [new tag] v2.7.1 -> v2.7.1 2025-08-14T21:21:39.4374302Z * [new tag] v2.7.1-rc1 -> v2.7.1-rc1 2025-08-14T21:21:39.4376142Z * [new tag] v2.7.1-rc2 -> v2.7.1-rc2 2025-08-14T21:21:39.4377970Z * [new tag] v2.7.1-rc3 -> v2.7.1-rc3 2025-08-14T21:21:39.4379790Z * [new tag] v2.7.1-rc4 -> v2.7.1-rc4 2025-08-14T21:21:39.4381418Z * [new tag] v2.7.1-rc5 -> v2.7.1-rc5 2025-08-14T21:21:39.4382677Z * [new tag] v2.8.0 -> v2.8.0 2025-08-14T21:21:39.4384683Z * [new tag] v2.8.0-rc1 -> v2.8.0-rc1 2025-08-14T21:21:39.4386340Z * [new tag] v2.8.0-rc2 -> v2.8.0-rc2 2025-08-14T21:21:39.4388134Z * [new tag] v2.8.0-rc3 -> v2.8.0-rc3 2025-08-14T21:21:39.4389971Z * [new tag] v2.8.0-rc4 -> v2.8.0-rc4 2025-08-14T21:21:39.4391790Z * [new tag] v2.8.0-rc5 -> v2.8.0-rc5 2025-08-14T21:21:39.4393617Z * [new tag] v2.8.0-rc6 -> v2.8.0-rc6 2025-08-14T21:21:39.4395364Z * [new tag] v2.8.0-rc7 -> v2.8.0-rc7 2025-08-14T21:21:39.4397153Z * [new tag] v2.8.0-rc8 -> v2.8.0-rc8 2025-08-14T21:21:39.4398906Z * [new tag] whc_flight_1 -> whc_flight_1 2025-08-14T21:21:39.4400090Z * [new tag] whc_flight_2 -> whc_flight_2 2025-08-14T21:21:39.4401880Z * [new tag] whc_flight_4 -> whc_flight_4 2025-08-14T21:21:39.5348727Z [command]/usr/bin/git rev-parse --verify --quiet 1fc683cf17c8c673044538d10266c00f92987be2^{object} 2025-08-14T21:21:39.5382541Z 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:21:39.5387394Z ##[endgroup] 2025-08-14T21:21:39.5387921Z ##[group]Determining the checkout info 2025-08-14T21:21:39.5389903Z ##[endgroup] 2025-08-14T21:21:39.5395805Z [command]/usr/bin/git sparse-checkout disable 2025-08-14T21:21:39.5446372Z [command]/usr/bin/git config --local --unset-all extensions.worktreeConfig 2025-08-14T21:21:39.5478176Z ##[group]Checking out the ref 2025-08-14T21:21:39.5483249Z [command]/usr/bin/git checkout --progress --force 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:21:40.5767894Z Updating files: 58% (11432/19474) 2025-08-14T21:21:40.5844630Z Updating files: 59% (11490/19474) 2025-08-14T21:21:40.5923292Z Updating files: 60% (11685/19474) 2025-08-14T21:21:40.6000774Z Updating files: 61% (11880/19474) 2025-08-14T21:21:40.6079449Z Updating files: 62% (12074/19474) 2025-08-14T21:21:40.6159553Z Updating files: 63% (12269/19474) 2025-08-14T21:21:40.6238078Z Updating files: 64% (12464/19474) 2025-08-14T21:21:40.6315734Z Updating files: 65% (12659/19474) 2025-08-14T21:21:40.6395715Z Updating files: 66% (12853/19474) 2025-08-14T21:21:40.6474119Z Updating files: 67% (13048/19474) 2025-08-14T21:21:40.6553612Z Updating files: 68% (13243/19474) 2025-08-14T21:21:40.6656764Z Updating files: 69% (13438/19474) 2025-08-14T21:21:40.7085742Z Updating files: 70% (13632/19474) 2025-08-14T21:21:40.7210689Z Updating files: 71% (13827/19474) 2025-08-14T21:21:40.7282619Z Updating files: 72% (14022/19474) 2025-08-14T21:21:40.7502829Z Updating files: 73% (14217/19474) 2025-08-14T21:21:40.7861669Z Updating files: 74% (14411/19474) 2025-08-14T21:21:40.8327276Z Updating files: 75% (14606/19474) 2025-08-14T21:21:40.8663908Z Updating files: 76% (14801/19474) 2025-08-14T21:21:40.8850902Z Updating files: 77% (14995/19474) 2025-08-14T21:21:40.9039183Z Updating files: 78% (15190/19474) 2025-08-14T21:21:40.9404241Z Updating files: 79% (15385/19474) 2025-08-14T21:21:40.9778166Z Updating files: 80% (15580/19474) 2025-08-14T21:21:41.0161316Z Updating files: 81% (15774/19474) 2025-08-14T21:21:41.0448938Z Updating files: 82% (15969/19474) 2025-08-14T21:21:41.0659711Z Updating files: 83% (16164/19474) 2025-08-14T21:21:41.0847205Z Updating files: 84% (16359/19474) 2025-08-14T21:21:41.1070486Z Updating files: 85% (16553/19474) 2025-08-14T21:21:41.1283630Z Updating files: 86% (16748/19474) 2025-08-14T21:21:41.1478017Z Updating files: 87% (16943/19474) 2025-08-14T21:21:41.1655458Z Updating files: 88% (17138/19474) 2025-08-14T21:21:41.1843108Z Updating files: 89% (17332/19474) 2025-08-14T21:21:41.2082235Z Updating files: 90% (17527/19474) 2025-08-14T21:21:41.2277106Z Updating files: 91% (17722/19474) 2025-08-14T21:21:41.2472274Z Updating files: 92% (17917/19474) 2025-08-14T21:21:41.2735505Z Updating files: 93% (18111/19474) 2025-08-14T21:21:41.2999790Z Updating files: 94% (18306/19474) 2025-08-14T21:21:41.3259226Z Updating files: 95% (18501/19474) 2025-08-14T21:21:41.3491349Z Updating files: 96% (18696/19474) 2025-08-14T21:21:41.3732256Z Updating files: 97% (18890/19474) 2025-08-14T21:21:41.4107857Z Updating files: 98% (19085/19474) 2025-08-14T21:21:41.4328823Z Updating files: 99% (19280/19474) 2025-08-14T21:21:41.4329557Z Updating files: 100% (19474/19474) 2025-08-14T21:21:41.4330317Z Updating files: 100% (19474/19474), done. 2025-08-14T21:21:41.4675486Z Note: switching to '1fc683cf17c8c673044538d10266c00f92987be2'. 2025-08-14T21:21:41.4675944Z 2025-08-14T21:21:41.4676225Z You are in 'detached HEAD' state. You can look around, make experimental 2025-08-14T21:21:41.4676985Z changes and commit them, and you can discard any commits you make in this 2025-08-14T21:21:41.4677702Z state without impacting any branches by switching back to a branch. 2025-08-14T21:21:41.4678113Z 2025-08-14T21:21:41.4678390Z If you want to create a new branch to retain commits you create, you may 2025-08-14T21:21:41.4679055Z do so (now or later) by using -c with the switch command. Example: 2025-08-14T21:21:41.4679435Z 2025-08-14T21:21:41.4679610Z git switch -c 2025-08-14T21:21:41.4679878Z 2025-08-14T21:21:41.4680027Z Or undo this operation with: 2025-08-14T21:21:41.4680292Z 2025-08-14T21:21:41.4680420Z git switch - 2025-08-14T21:21:41.4680618Z 2025-08-14T21:21:41.4680932Z Turn off this advice by setting config variable advice.detachedHead to false 2025-08-14T21:21:41.4681397Z 2025-08-14T21:21:41.4681920Z HEAD is now at 1fc683cf17c [Inductor] Allow indexing a flexible layout for extract_input_node_reduction_ranges (#160645) 2025-08-14T21:21:41.4780810Z ##[endgroup] 2025-08-14T21:21:41.4781591Z ##[group]Setting up auth for fetching submodules 2025-08-14T21:21:41.4790308Z [command]/usr/bin/git config --global http.https://github.com/.extraheader AUTHORIZATION: basic *** 2025-08-14T21:21:41.4846641Z [command]/usr/bin/git config --global --unset-all url.https://github.com/.insteadOf 2025-08-14T21:21:41.4882228Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf git@github.com: 2025-08-14T21:21:41.4920365Z [command]/usr/bin/git config --global --add url.https://github.com/.insteadOf org-21003710@github.com: 2025-08-14T21:21:41.4951326Z ##[endgroup] 2025-08-14T21:21:41.4951829Z ##[group]Fetching submodules 2025-08-14T21:21:41.4963951Z [command]/usr/bin/git submodule sync --recursive 2025-08-14T21:21:41.5378794Z [command]/usr/bin/git -c protocol.version=2 submodule update --init --force --recursive 2025-08-14T21:21:41.5780118Z Submodule 'android/libs/fbjni' (https://github.com/facebookincubator/fbjni.git) registered for path 'android/libs/fbjni' 2025-08-14T21:21:41.6201621Z Submodule 'third_party/NNPACK_deps/FP16' (https://github.com/Maratyszcza/FP16.git) registered for path 'third_party/FP16' 2025-08-14T21:21:41.6207600Z Submodule 'third_party/NNPACK_deps/FXdiv' (https://github.com/Maratyszcza/FXdiv.git) registered for path 'third_party/FXdiv' 2025-08-14T21:21:41.6214124Z Submodule 'third_party/NNPACK' (https://github.com/Maratyszcza/NNPACK.git) registered for path 'third_party/NNPACK' 2025-08-14T21:21:41.6219862Z Submodule 'third_party/NVTX' (https://github.com/NVIDIA/NVTX.git) registered for path 'third_party/NVTX' 2025-08-14T21:21:41.6237284Z Submodule 'third_party/VulkanMemoryAllocator' (https://github.com/GPUOpen-LibrariesAndSDKs/VulkanMemoryAllocator.git) registered for path 'third_party/VulkanMemoryAllocator' 2025-08-14T21:21:41.6243038Z Submodule 'third_party/XNNPACK' (https://github.com/google/XNNPACK.git) registered for path 'third_party/XNNPACK' 2025-08-14T21:21:41.6248989Z Submodule 'third_party/aiter' (https://github.com/ROCm/aiter.git) registered for path 'third_party/aiter' 2025-08-14T21:21:41.6255259Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/benchmark' 2025-08-14T21:21:41.6261705Z Submodule 'third_party/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/composable_kernel' 2025-08-14T21:21:41.6277645Z Submodule 'third_party/cpp-httplib' (https://github.com/yhirose/cpp-httplib.git) registered for path 'third_party/cpp-httplib' 2025-08-14T21:21:41.6284066Z Submodule 'third_party/cpuinfo' (https://github.com/pytorch/cpuinfo.git) registered for path 'third_party/cpuinfo' 2025-08-14T21:21:41.6291166Z Submodule 'third_party/cudnn_frontend' (https://github.com/NVIDIA/cudnn-frontend.git) registered for path 'third_party/cudnn_frontend' 2025-08-14T21:21:41.6298603Z Submodule 'third_party/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/cutlass' 2025-08-14T21:21:41.6305493Z Submodule 'third_party/fbgemm' (https://github.com/pytorch/fbgemm) registered for path 'third_party/fbgemm' 2025-08-14T21:21:41.6322114Z Submodule 'third_party/flash-attention' (https://github.com/Dao-AILab/flash-attention.git) registered for path 'third_party/flash-attention' 2025-08-14T21:21:41.6329415Z Submodule 'third_party/flatbuffers' (https://github.com/google/flatbuffers.git) registered for path 'third_party/flatbuffers' 2025-08-14T21:21:41.6340004Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/fmt' 2025-08-14T21:21:41.6347429Z Submodule 'third_party/gemmlowp/gemmlowp' (https://github.com/google/gemmlowp.git) registered for path 'third_party/gemmlowp/gemmlowp' 2025-08-14T21:21:41.6354843Z Submodule 'third_party/gloo' (https://github.com/pytorch/gloo) registered for path 'third_party/gloo' 2025-08-14T21:21:41.6362492Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/googletest' 2025-08-14T21:21:41.6379885Z Submodule 'third_party/ideep' (https://github.com/intel/ideep) registered for path 'third_party/ideep' 2025-08-14T21:21:41.6387559Z Submodule 'third_party/ittapi' (https://github.com/intel/ittapi.git) registered for path 'third_party/ittapi' 2025-08-14T21:21:41.6395519Z Submodule 'third_party/kineto' (https://github.com/pytorch/kineto) registered for path 'third_party/kineto' 2025-08-14T21:21:41.6403720Z Submodule 'third_party/kleidiai' (https://github.com/ARM-software/kleidiai.git) registered for path 'third_party/kleidiai' 2025-08-14T21:21:41.6412056Z Submodule 'third_party/mimalloc' (https://github.com/microsoft/mimalloc.git) registered for path 'third_party/mimalloc' 2025-08-14T21:21:41.6428113Z Submodule 'third_party/nlohmann' (https://github.com/nlohmann/json.git) registered for path 'third_party/nlohmann' 2025-08-14T21:21:41.6437427Z Submodule 'third_party/onnx' (https://github.com/onnx/onnx.git) registered for path 'third_party/onnx' 2025-08-14T21:21:41.6446164Z Submodule 'third_party/opentelemetry-cpp' (https://github.com/open-telemetry/opentelemetry-cpp.git) registered for path 'third_party/opentelemetry-cpp' 2025-08-14T21:21:41.6454678Z Submodule 'third_party/pocketfft' (https://github.com/mreineck/pocketfft) registered for path 'third_party/pocketfft' 2025-08-14T21:21:41.6463762Z Submodule 'third_party/protobuf' (https://github.com/protocolbuffers/protobuf.git) registered for path 'third_party/protobuf' 2025-08-14T21:21:41.6472696Z Submodule 'third_party/NNPACK_deps/psimd' (https://github.com/Maratyszcza/psimd.git) registered for path 'third_party/psimd' 2025-08-14T21:21:41.6491689Z Submodule 'third_party/NNPACK_deps/pthreadpool' (https://github.com/Maratyszcza/pthreadpool.git) registered for path 'third_party/pthreadpool' 2025-08-14T21:21:41.6500760Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/pybind11' 2025-08-14T21:21:41.6511690Z Submodule 'third_party/python-peachpy' (https://github.com/malfet/PeachPy.git) registered for path 'third_party/python-peachpy' 2025-08-14T21:21:41.6522458Z Submodule 'third_party/sleef' (https://github.com/shibatch/sleef) registered for path 'third_party/sleef' 2025-08-14T21:21:41.6532489Z Submodule 'third_party/tensorpipe' (https://github.com/pytorch/tensorpipe.git) registered for path 'third_party/tensorpipe' 2025-08-14T21:21:41.6576409Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/android/libs/fbjni'... 2025-08-14T21:21:41.9277231Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FXdiv'... 2025-08-14T21:21:41.9279103Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/FP16'... 2025-08-14T21:21:41.9336993Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fmt'... 2025-08-14T21:21:46.6588877Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NNPACK'... 2025-08-14T21:21:46.6590894Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/NVTX'... 2025-08-14T21:21:46.6595611Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/benchmark'... 2025-08-14T21:21:46.6597393Z Cloning into 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'/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/composable_kernel'... 2025-08-14T21:22:05.5991707Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx'... 2025-08-14T21:22:05.5992935Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/aiter'... 2025-08-14T21:22:05.5993768Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/nlohmann'... 2025-08-14T21:22:05.6983842Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/XNNPACK'... 2025-08-14T21:22:13.0634256Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf'... 2025-08-14T21:22:13.0875503Z Submodule path 'android/libs/fbjni': checked out '7e1e1fe3858c63c251c637ae41a20de425dde96f' 2025-08-14T21:22:13.1053449Z Submodule path 'third_party/FP16': checked out '4dfe081cf6bcd15db339cf2680b9281b8451eeb3' 2025-08-14T21:22:13.1191811Z Submodule path 'third_party/FXdiv': checked out 'b408327ac2a15ec3e43352421954f5b1967701d1' 2025-08-14T21:22:13.1571118Z Submodule path 'third_party/NNPACK': checked out 'c07e3a0400713d546e0dea2d5466dd22ea389c73' 2025-08-14T21:22:13.2676935Z Submodule path 'third_party/NVTX': checked out '2942f167cc30c5e3a44a2aecd5b0d9c07ff61a07' 2025-08-14T21:22:13.3374966Z Submodule path 'third_party/VulkanMemoryAllocator': checked out '1d8f600fd424278486eade7ed3e877c99f0846b1' 2025-08-14T21:22:14.4995900Z Submodule path 'third_party/XNNPACK': checked out '51a0103656eff6fc9bfd39a4597923c4b542c883' 2025-08-14T21:22:14.7174907Z Submodule path 'third_party/aiter': checked out '01aae101b9e5e94d6c16a9514c9fb8df99c93150' 2025-08-14T21:22:14.7201649Z Submodule '3rdparty/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/aiter/3rdparty/composable_kernel' 2025-08-14T21:22:14.7241053Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/aiter/3rdparty/composable_kernel'... 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'21c7d30c526c0f1ad873ecc632dca6cfa8a69067' 2025-08-14T21:22:20.8528548Z Submodule 'external/asmjit' (https://github.com/asmjit/asmjit.git) registered for path 'third_party/fbgemm/external/asmjit' 2025-08-14T21:22:20.8533032Z Submodule 'external/composable_kernel' (https://github.com/jwfromm/composable_kernel.git) registered for path 'third_party/fbgemm/external/composable_kernel' 2025-08-14T21:22:20.8537973Z Submodule 'external/cpuinfo' (https://github.com/pytorch/cpuinfo) registered for path 'third_party/fbgemm/external/cpuinfo' 2025-08-14T21:22:20.8542762Z Submodule 'external/cutlass' (https://github.com/jwfromm/cutlass) registered for path 'third_party/fbgemm/external/cutlass' 2025-08-14T21:22:20.8547694Z Submodule 'external/googletest' (https://github.com/google/googletest) registered for path 'third_party/fbgemm/external/googletest' 2025-08-14T21:22:20.8552873Z Submodule 'external/hipify_torch' (https://github.com/ROCmSoftwarePlatform/hipify_torch.git) registered for path 'third_party/fbgemm/external/hipify_torch' 2025-08-14T21:22:20.8557802Z Submodule 'external/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/fbgemm/external/json' 2025-08-14T21:22:20.8596930Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/asmjit'... 2025-08-14T21:22:22.5573287Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/hipify_torch'... 2025-08-14T21:22:22.5575129Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/cpuinfo'... 2025-08-14T21:22:22.5679094Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/composable_kernel'... 2025-08-14T21:22:22.8280725Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/googletest'... 2025-08-14T21:22:22.9281273Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/cutlass'... 2025-08-14T21:22:24.0503001Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/fbgemm/external/json'... 2025-08-14T21:22:30.3206951Z Submodule path 'third_party/fbgemm/external/asmjit': checked out 'a3199e8857792cd10b7589ff5d58343d2c9008ea' 2025-08-14T21:22:30.7308937Z Submodule path 'third_party/fbgemm/external/composable_kernel': checked out 'b1281b8b08d973a7064f864f47eeb30f3e2596e9' 2025-08-14T21:22:30.8681137Z Submodule path 'third_party/fbgemm/external/cpuinfo': checked out '6543fec09b2f04ac4a666882998b534afc9c1349' 2025-08-14T21:22:31.8031349Z Submodule path 'third_party/fbgemm/external/cutlass': checked out 'b40777404c174b9694a870bff5c13ce6b7f656ad' 2025-08-14T21:22:31.8672107Z Submodule path 'third_party/fbgemm/external/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-08-14T21:22:31.8839368Z Submodule path 'third_party/fbgemm/external/hipify_torch': checked out 'a4337c69fe0e2552a7b7b0669178926beeed828c' 2025-08-14T21:22:32.0356652Z Submodule path 'third_party/fbgemm/external/json': checked out '9cca280a4d0ccf0c08f47a99aa71d1b0e52f8d03' 2025-08-14T21:22:32.1407837Z Submodule path 'third_party/flash-attention': checked out '979702c87a8713a8e0a5e9fee122b90d2ef13be5' 2025-08-14T21:22:32.1434968Z Submodule 'csrc/composable_kernel' (https://github.com/ROCm/composable_kernel.git) registered for path 'third_party/flash-attention/csrc/composable_kernel' 2025-08-14T21:22:32.1438986Z Submodule 'csrc/cutlass' (https://github.com/NVIDIA/cutlass.git) registered for path 'third_party/flash-attention/csrc/cutlass' 2025-08-14T21:22:32.1475506Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/composable_kernel'... 2025-08-14T21:22:36.0298520Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/flash-attention/csrc/cutlass'... 2025-08-14T21:22:36.4085745Z Submodule path 'third_party/flash-attention/csrc/composable_kernel': checked out '888317e698e9803c62bd38568abc9e05d7709f33' 2025-08-14T21:22:37.2356598Z Submodule path 'third_party/flash-attention/csrc/cutlass': checked out 'c506e16788cb08416a4a57e11a9067beeee29420' 2025-08-14T21:22:37.4445907Z Submodule path 'third_party/flatbuffers': checked out 'a2cd1ea3b6d3fee220106b5fed3f7ce8da9eb757' 2025-08-14T21:22:37.4898555Z Submodule path 'third_party/fmt': checked out '40626af88bd7df9a5fb80be7b25ac85b122d6c21' 2025-08-14T21:22:37.5439558Z Submodule path 'third_party/gemmlowp/gemmlowp': checked out '3fb5c176c17c765a3492cd2f0321b0dab712f350' 2025-08-14T21:22:37.5831134Z Submodule path 'third_party/gloo': checked out 'c7b7b022c124d9643957d9bd55f57ac59fce8fa2' 2025-08-14T21:22:37.6448324Z Submodule path 'third_party/googletest': checked out '52eb8108c5bdec04579160ae17225d66034bd723' 2025-08-14T21:22:37.6634844Z Submodule path 'third_party/ideep': checked out '719d8e6cd7f7a0e01b155657526d693acf97c2b3' 2025-08-14T21:22:37.6660233Z Submodule 'mkl-dnn' (https://github.com/intel/mkl-dnn.git) registered for path 'third_party/ideep/mkl-dnn' 2025-08-14T21:22:37.6695303Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/ideep/mkl-dnn'... 2025-08-14T21:22:52.0228212Z Submodule path 'third_party/ideep/mkl-dnn': checked out '8d263e693366ef8db40acc569cc7d8edf644556d' 2025-08-14T21:22:52.0525670Z Submodule path 'third_party/ittapi': checked out 'dec1d23ca65ab069d225dfe40dea14f455170959' 2025-08-14T21:22:52.1728481Z Submodule path 'third_party/kineto': checked out '5e7501833f1021ce6f618572d3baf657b6319658' 2025-08-14T21:22:52.1754839Z Submodule 'libkineto/third_party/dynolog' (https://github.com/facebookincubator/dynolog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-14T21:22:52.1759516Z Submodule 'libkineto/third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/fmt' 2025-08-14T21:22:52.1764793Z Submodule 'libkineto/third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/googletest' 2025-08-14T21:22:52.1803460Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog'... 2025-08-14T21:22:53.5732502Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/fmt'... 2025-08-14T21:22:54.2248475Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/googletest'... 2025-08-14T21:22:54.3385246Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog': checked out '7d04a0053a845370ae06ce317a22a48e9edcc74e' 2025-08-14T21:22:54.3410647Z Submodule 'third_party/DCGM' (https://github.com/NVIDIA/DCGM.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-14T21:22:54.3415156Z Submodule 'third_party/cpr' (https://github.com/libcpr/cpr.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-14T21:22:54.3419659Z Submodule 'third_party/fmt' (https://github.com/fmtlib/fmt.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-14T21:22:54.3424641Z Submodule 'third_party/gflags' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-14T21:22:54.3429283Z Submodule 'third_party/glog' (https://github.com/google/glog.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-14T21:22:54.3435211Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-14T21:22:54.3440284Z Submodule 'third_party/json' (https://github.com/nlohmann/json.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-14T21:22:54.3445521Z Submodule 'third_party/pfs' (https://github.com/dtrugman/pfs.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-14T21:22:54.3485220Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM'... 2025-08-14T21:22:56.1961245Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/pfs'... 2025-08-14T21:22:56.1963319Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags'... 2025-08-14T21:22:56.1965372Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/cpr'... 2025-08-14T21:22:56.1966975Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/glog'... 2025-08-14T21:22:56.1968476Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/googletest'... 2025-08-14T21:22:56.2962752Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/fmt'... 2025-08-14T21:22:56.5559652Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/json'... 2025-08-14T21:23:03.9177002Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM': checked out 'ffde4e54bc7249a6039a5e6b45b395141e1217f9' 2025-08-14T21:23:03.9454865Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr': checked out '871ed52d350214a034f6ef8a3b8f51c5ce1bd400' 2025-08-14T21:23:03.9983670Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt': checked out 'cd4af11efc9c622896a3e4cb599fa28668ca3d05' 2025-08-14T21:23:04.0180037Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags': checked out 'e171aa2d15ed9eb17054558e0b3a6a413bb01067' 2025-08-14T21:23:04.0202905Z Submodule 'doc' (https://github.com/gflags/gflags.git) registered for path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-14T21:23:04.0241255Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc'... 2025-08-14T21:23:04.3529854Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc': checked out '8411df715cf522606e3b1aca386ddfc0b63d34b4' 2025-08-14T21:23:04.3806375Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog': checked out 'b33e3bad4c46c8a6345525fd822af355e5ef9446' 2025-08-14T21:23:04.4385961Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest': checked out '58d77fa8070e8cec2dc1ed015d66b454c8d78850' 2025-08-14T21:23:04.5832176Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/json': checked out '4f8fba14066156b73f1189a2b8bd568bde5284c5' 2025-08-14T21:23:04.6084124Z Submodule path 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs': checked out 'f68a2fa8ea36c783bdd760371411fcb495aa3150' 2025-08-14T21:23:04.6602106Z Submodule path 'third_party/kineto/libkineto/third_party/fmt': checked out '0041a40c1350ba702d475b9c4ad62da77caea164' 2025-08-14T21:23:04.7398185Z Submodule path 'third_party/kineto/libkineto/third_party/googletest': checked out '7aca84427f224eeed3144123d5230d5871e93347' 2025-08-14T21:23:04.8019405Z Submodule path 'third_party/kleidiai': checked out 'cca02c2f69dd18e1f12647c1c0bdc8cf90e680c7' 2025-08-14T21:23:04.8568738Z Submodule path 'third_party/mimalloc': checked out 'fbd8b99c2b828428947d70fdc046bb55609be93e' 2025-08-14T21:23:05.0195006Z Submodule path 'third_party/nlohmann': checked out '55f93686c01528224f448c19128836e7df245f72' 2025-08-14T21:23:05.6969342Z Submodule path 'third_party/onnx': checked out 'e709452ef2bbc1d113faf678c24e6d3467696e83' 2025-08-14T21:23:05.7017741Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/onnx/third_party/pybind11' 2025-08-14T21:23:05.7055621Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/onnx/third_party/pybind11'... 2025-08-14T21:23:07.0123811Z Submodule path 'third_party/onnx/third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-08-14T21:23:07.1223149Z Submodule path 'third_party/opentelemetry-cpp': checked out 'a799f4aed9c94b765dcdaabaeab7d5e7e2310878' 2025-08-14T21:23:07.1251647Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark) registered for path 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-14T21:23:07.1255937Z Submodule 'third_party/googletest' (https://github.com/google/googletest) registered for path 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-14T21:23:07.1260613Z Submodule 'third_party/ms-gsl' (https://github.com/microsoft/GSL) registered for path 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-14T21:23:07.1265487Z Submodule 'third_party/nlohmann-json' (https://github.com/nlohmann/json) registered for path 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-14T21:23:07.1271278Z Submodule 'third_party/opentelemetry-proto' (https://github.com/open-telemetry/opentelemetry-proto) registered for path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-14T21:23:07.1276434Z Submodule 'third_party/opentracing-cpp' (https://github.com/opentracing/opentracing-cpp.git) registered for path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-14T21:23:07.1281411Z Submodule 'third_party/prometheus-cpp' (https://github.com/jupp0r/prometheus-cpp) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-14T21:23:07.1286490Z Submodule 'tools/vcpkg' (https://github.com/Microsoft/vcpkg) registered for path 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-14T21:23:07.1325524Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/benchmark'... 2025-08-14T21:23:07.7346407Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/opentracing-cpp'... 2025-08-14T21:23:07.7347765Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/opentelemetry-proto'... 2025-08-14T21:23:07.7349062Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp'... 2025-08-14T21:23:07.7350416Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/ms-gsl'... 2025-08-14T21:23:07.8346985Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/googletest'... 2025-08-14T21:23:08.6350281Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/nlohmann-json'... 2025-08-14T21:23:17.5149351Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/tools/vcpkg'... 2025-08-14T21:23:18.2014182Z Submodule path 'third_party/opentelemetry-cpp/third_party/benchmark': checked out 'd572f4777349d43653b21d6c2fc63020ab326db2' 2025-08-14T21:23:18.2591594Z Submodule path 'third_party/opentelemetry-cpp/third_party/googletest': checked out 'b796f7d44681514f58a683a3a71ff17c94edb0c1' 2025-08-14T21:23:18.2825752Z Submodule path 'third_party/opentelemetry-cpp/third_party/ms-gsl': checked out '6f4529395c5b7c2d661812257cd6780c67e54afa' 2025-08-14T21:23:18.4406811Z Submodule path 'third_party/opentelemetry-cpp/third_party/nlohmann-json': checked out 'bc889afb4c5bf1c0d8ee29ef35eaaf4c8bef8a5d' 2025-08-14T21:23:18.4613351Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto': checked out '4ca4f0335c63cda7ab31ea7ed70d6553aee14dce' 2025-08-14T21:23:18.4838119Z Submodule path 'third_party/opentelemetry-cpp/third_party/opentracing-cpp': checked out '06b57f48ded1fa3bdd3d4346f6ef29e40e08eaf5' 2025-08-14T21:23:18.5082866Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp': checked out 'c9ffcdda9086ffd9e1283ea7a0276d831f3c8a8d' 2025-08-14T21:23:18.5106765Z Submodule 'civetweb' (https://github.com/civetweb/civetweb.git) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-14T21:23:18.5111373Z Submodule 'googletest' (https://github.com/google/googletest.git) registered for path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-14T21:23:18.5147370Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb'... 2025-08-14T21:23:20.8254512Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest'... 2025-08-14T21:23:21.1595379Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb': checked out 'eefb26f82b233268fc98577d265352720d477ba4' 2025-08-14T21:23:21.2238538Z Submodule path 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest': checked out 'e2239ee6043f73722e7aa812a459f54a28552929' 2025-08-14T21:23:22.0336098Z Submodule path 'third_party/opentelemetry-cpp/tools/vcpkg': checked out '8eb57355a4ffb410a2e94c07b4dca2dffbee8e50' 2025-08-14T21:23:22.0502298Z Submodule path 'third_party/pocketfft': checked out '0fa0ef591e38c2758e3184c6c23e497b9f732ffa' 2025-08-14T21:23:22.4545679Z Submodule path 'third_party/protobuf': checked out 'd1eca4e4b421cd2997495c4b4e65cea6be4e9b8a' 2025-08-14T21:23:22.4577837Z Submodule 'third_party/benchmark' (https://github.com/google/benchmark.git) registered for path 'third_party/protobuf/third_party/benchmark' 2025-08-14T21:23:22.4582776Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/protobuf/third_party/googletest' 2025-08-14T21:23:22.4620218Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf/third_party/benchmark'... 2025-08-14T21:23:23.1114717Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/protobuf/third_party/googletest'... 2025-08-14T21:23:23.7143518Z Submodule path 'third_party/protobuf/third_party/benchmark': checked out '5b7683f49e1e9223cf9927b24f6fd3d6bd82e3f8' 2025-08-14T21:23:23.8153611Z Submodule path 'third_party/protobuf/third_party/googletest': checked out '5ec7f0c4a113e2f18ac2c6cc7df51ad6afc24081' 2025-08-14T21:23:23.8284581Z Submodule path 'third_party/psimd': checked out '072586a71b55b7f8c584153d223e95687148a900' 2025-08-14T21:23:23.8458520Z Submodule path 'third_party/pthreadpool': checked out '4fe0e1e183925bf8cfa6aae24237e724a96479b8' 2025-08-14T21:23:23.8978567Z Submodule path 'third_party/pybind11': checked out 'a2e59f0e7065404b44dfe92a28aca47ba1378dc4' 2025-08-14T21:23:23.9377625Z Submodule path 'third_party/python-peachpy': checked out 'f45429b087dd7d5bc78bb40dc7cf06425c252d67' 2025-08-14T21:23:23.9980785Z Submodule path 'third_party/sleef': checked out '5a1d179df9cf652951b59010a2d2075372d67f68' 2025-08-14T21:23:24.0399596Z Submodule path 'third_party/tensorpipe': checked out 'dacda0567d9f23d4bc503e1c4f84aa65f33ac38a' 2025-08-14T21:23:24.0424937Z Submodule 'third_party/googletest' (https://github.com/google/googletest.git) registered for path 'third_party/tensorpipe/third_party/googletest' 2025-08-14T21:23:24.0428531Z Submodule 'third_party/libnop' (https://github.com/google/libnop.git) registered for path 'third_party/tensorpipe/third_party/libnop' 2025-08-14T21:23:24.0434639Z Submodule 'third_party/libuv' (https://github.com/libuv/libuv.git) registered for path 'third_party/tensorpipe/third_party/libuv' 2025-08-14T21:23:24.0439384Z Submodule 'third_party/pybind11' (https://github.com/pybind/pybind11.git) registered for path 'third_party/tensorpipe/third_party/pybind11' 2025-08-14T21:23:24.0476397Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/googletest'... 2025-08-14T21:23:25.5950939Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/libnop'... 2025-08-14T21:23:25.5953199Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/pybind11'... 2025-08-14T21:23:25.6951707Z Cloning into '/home/ec2-user/actions-runner/_work/pytorch/pytorch/third_party/tensorpipe/third_party/libuv'... 2025-08-14T21:23:25.8779279Z Submodule path 'third_party/tensorpipe/third_party/googletest': checked out 'aee0f9d9b5b87796ee8a0ab26b7587ec30e8858e' 2025-08-14T21:23:25.9008335Z Submodule path 'third_party/tensorpipe/third_party/libnop': checked out '910b55815be16109f04f4180e9adee14fb4ce281' 2025-08-14T21:23:26.0032265Z Submodule path 'third_party/tensorpipe/third_party/libuv': checked out '5152db2cbfeb5582e9c27c5ea1dba2cd9e10759b' 2025-08-14T21:23:26.0459092Z Submodule 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file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/config remote.origin.url 2025-08-14T21:23:28.2185259Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-14T21:23:28.2255424Z file:/home/ec2-user/actions-runner/_work/pytorch/pytorch/.git/modules/third_party/tensorpipe/modules/third_party/pybind11/modules/tools/clang/config remote.origin.url 2025-08-14T21:23:28.3477060Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'git@github.com:' 2025-08-14T21:23:28.3877549Z Entering 'android/libs/fbjni' 2025-08-14T21:23:28.3936644Z Entering 'third_party/FP16' 2025-08-14T21:23:28.3997452Z Entering 'third_party/FXdiv' 2025-08-14T21:23:28.4055495Z Entering 'third_party/NNPACK' 2025-08-14T21:23:28.4114731Z Entering 'third_party/NVTX' 2025-08-14T21:23:28.4173233Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-14T21:23:28.4231234Z Entering 'third_party/XNNPACK' 2025-08-14T21:23:28.4305225Z Entering 'third_party/aiter' 2025-08-14T21:23:28.4370765Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-14T21:23:28.4439825Z Entering 'third_party/benchmark' 2025-08-14T21:23:28.4497819Z Entering 'third_party/composable_kernel' 2025-08-14T21:23:28.4565756Z Entering 'third_party/cpp-httplib' 2025-08-14T21:23:28.4627503Z Entering 'third_party/cpuinfo' 2025-08-14T21:23:28.4687058Z Entering 'third_party/cudnn_frontend' 2025-08-14T21:23:28.4745981Z Entering 'third_party/cutlass' 2025-08-14T21:23:28.4813577Z Entering 'third_party/fbgemm' 2025-08-14T21:23:28.4874440Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-14T21:23:28.4933237Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-14T21:23:28.4998946Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-14T21:23:28.5056507Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-14T21:23:28.5122219Z Entering 'third_party/fbgemm/external/googletest' 2025-08-14T21:23:28.5187751Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-14T21:23:28.5244960Z Entering 'third_party/fbgemm/external/json' 2025-08-14T21:23:28.5304947Z Entering 'third_party/flash-attention' 2025-08-14T21:23:28.5365071Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-14T21:23:28.5431395Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-14T21:23:28.5498938Z Entering 'third_party/flatbuffers' 2025-08-14T21:23:28.5560010Z Entering 'third_party/fmt' 2025-08-14T21:23:28.5617443Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-14T21:23:28.5680168Z Entering 'third_party/gloo' 2025-08-14T21:23:28.5739520Z Entering 'third_party/googletest' 2025-08-14T21:23:28.5797975Z Entering 'third_party/ideep' 2025-08-14T21:23:28.5854614Z Entering 'third_party/ideep/mkl-dnn' 2025-08-14T21:23:28.5921650Z Entering 'third_party/ittapi' 2025-08-14T21:23:28.5980534Z Entering 'third_party/kineto' 2025-08-14T21:23:28.6039062Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-14T21:23:28.6095109Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-14T21:23:28.6155574Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-14T21:23:28.6214068Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-14T21:23:28.6273498Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-14T21:23:28.6329362Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-14T21:23:28.6388949Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-14T21:23:28.6450159Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-14T21:23:28.6506178Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-14T21:23:28.6564800Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-14T21:23:28.6624556Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-14T21:23:28.6685340Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-14T21:23:28.6743598Z Entering 'third_party/kleidiai' 2025-08-14T21:23:28.6800316Z Entering 'third_party/mimalloc' 2025-08-14T21:23:28.6859050Z Entering 'third_party/nlohmann' 2025-08-14T21:23:28.6917078Z Entering 'third_party/onnx' 2025-08-14T21:23:28.7002546Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-14T21:23:28.7062608Z Entering 'third_party/opentelemetry-cpp' 2025-08-14T21:23:28.7122313Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-14T21:23:28.7180514Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-14T21:23:28.7237747Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-14T21:23:28.7293181Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-14T21:23:28.7352674Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-14T21:23:28.7407986Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-14T21:23:28.7467599Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-14T21:23:28.7522928Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-14T21:23:28.7583444Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-14T21:23:28.7643149Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-14T21:23:28.7724200Z Entering 'third_party/pocketfft' 2025-08-14T21:23:28.7782581Z Entering 'third_party/protobuf' 2025-08-14T21:23:28.7844584Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-14T21:23:28.7899990Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-14T21:23:28.7959797Z Entering 'third_party/psimd' 2025-08-14T21:23:28.8018268Z Entering 'third_party/pthreadpool' 2025-08-14T21:23:28.8076499Z Entering 'third_party/pybind11' 2025-08-14T21:23:28.8135204Z Entering 'third_party/python-peachpy' 2025-08-14T21:23:28.8191359Z Entering 'third_party/sleef' 2025-08-14T21:23:28.8254109Z Entering 'third_party/tensorpipe' 2025-08-14T21:23:28.8310767Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-14T21:23:28.8367374Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-14T21:23:28.8423863Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-14T21:23:28.8487053Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-14T21:23:28.8542821Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-14T21:23:28.8619830Z [command]/usr/bin/git submodule foreach --recursive git config --local --add 'url.https://github.com/.insteadOf' 'org-21003710@github.com:' 2025-08-14T21:23:28.9016290Z Entering 'android/libs/fbjni' 2025-08-14T21:23:28.9074631Z Entering 'third_party/FP16' 2025-08-14T21:23:28.9135024Z Entering 'third_party/FXdiv' 2025-08-14T21:23:28.9192849Z Entering 'third_party/NNPACK' 2025-08-14T21:23:28.9251135Z Entering 'third_party/NVTX' 2025-08-14T21:23:28.9310369Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-14T21:23:28.9368499Z Entering 'third_party/XNNPACK' 2025-08-14T21:23:28.9442444Z Entering 'third_party/aiter' 2025-08-14T21:23:28.9501995Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-14T21:23:28.9580180Z Entering 'third_party/benchmark' 2025-08-14T21:23:28.9640523Z Entering 'third_party/composable_kernel' 2025-08-14T21:23:28.9708246Z Entering 'third_party/cpp-httplib' 2025-08-14T21:23:28.9767692Z Entering 'third_party/cpuinfo' 2025-08-14T21:23:28.9826338Z Entering 'third_party/cudnn_frontend' 2025-08-14T21:23:28.9885487Z Entering 'third_party/cutlass' 2025-08-14T21:23:28.9954312Z Entering 'third_party/fbgemm' 2025-08-14T21:23:29.0015172Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-14T21:23:29.0074028Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-14T21:23:29.0142061Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-14T21:23:29.0199248Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-14T21:23:29.0269191Z Entering 'third_party/fbgemm/external/googletest' 2025-08-14T21:23:29.0327273Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-14T21:23:29.0383407Z Entering 'third_party/fbgemm/external/json' 2025-08-14T21:23:29.0446548Z Entering 'third_party/flash-attention' 2025-08-14T21:23:29.0505489Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-14T21:23:29.0571247Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-14T21:23:29.0641771Z Entering 'third_party/flatbuffers' 2025-08-14T21:23:29.0701958Z Entering 'third_party/fmt' 2025-08-14T21:23:29.0759961Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-14T21:23:29.0822944Z Entering 'third_party/gloo' 2025-08-14T21:23:29.0882043Z Entering 'third_party/googletest' 2025-08-14T21:23:29.0942400Z Entering 'third_party/ideep' 2025-08-14T21:23:29.1000698Z Entering 'third_party/ideep/mkl-dnn' 2025-08-14T21:23:29.1069825Z Entering 'third_party/ittapi' 2025-08-14T21:23:29.1127518Z Entering 'third_party/kineto' 2025-08-14T21:23:29.1186085Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-14T21:23:29.1244813Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-14T21:23:29.1305615Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-14T21:23:29.1364538Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-14T21:23:29.1422417Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-14T21:23:29.1481055Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-14T21:23:29.1540671Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-14T21:23:29.1599158Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-14T21:23:29.1658123Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-14T21:23:29.1715833Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-14T21:23:29.1776285Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-14T21:23:29.1833034Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-14T21:23:29.1891938Z Entering 'third_party/kleidiai' 2025-08-14T21:23:29.1952819Z Entering 'third_party/mimalloc' 2025-08-14T21:23:29.2011254Z Entering 'third_party/nlohmann' 2025-08-14T21:23:29.2075046Z Entering 'third_party/onnx' 2025-08-14T21:23:29.2153647Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-14T21:23:29.2214077Z Entering 'third_party/opentelemetry-cpp' 2025-08-14T21:23:29.2275209Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-14T21:23:29.2332438Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-14T21:23:29.2388571Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-14T21:23:29.2445610Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-14T21:23:29.2502926Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-14T21:23:29.2560019Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-14T21:23:29.2619703Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-14T21:23:29.2675746Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-14T21:23:29.2734530Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-14T21:23:29.2792558Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-14T21:23:29.2872311Z Entering 'third_party/pocketfft' 2025-08-14T21:23:29.2929239Z Entering 'third_party/protobuf' 2025-08-14T21:23:29.2991646Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-14T21:23:29.3048987Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-14T21:23:29.3109738Z Entering 'third_party/psimd' 2025-08-14T21:23:29.3170355Z Entering 'third_party/pthreadpool' 2025-08-14T21:23:29.3228241Z Entering 'third_party/pybind11' 2025-08-14T21:23:29.3287467Z Entering 'third_party/python-peachpy' 2025-08-14T21:23:29.3345847Z Entering 'third_party/sleef' 2025-08-14T21:23:29.3404114Z Entering 'third_party/tensorpipe' 2025-08-14T21:23:29.3463693Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-14T21:23:29.3525302Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-14T21:23:29.3583343Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-14T21:23:29.3641223Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-14T21:23:29.3697889Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-14T21:23:29.3773594Z ##[endgroup] 2025-08-14T21:23:29.3819703Z [command]/usr/bin/git log -1 --format=%H 2025-08-14T21:23:29.3849288Z 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:23:29.4092402Z Prepare all required actions 2025-08-14T21:23:29.4093146Z Getting action download info 2025-08-14T21:23:29.5374777Z ##[group]Run ./.github/actions/setup-linux 2025-08-14T21:23:29.5375199Z env: 2025-08-14T21:23:29.5375494Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:29.5375823Z ##[endgroup] 2025-08-14T21:23:29.5429231Z ##[group]Run set -euo pipefail 2025-08-14T21:23:29.5429673Z set -euo pipefail 2025-08-14T21:23:29.5430063Z function get_ec2_metadata() { 2025-08-14T21:23:29.5430525Z  # Pulled from instance metadata endpoint for EC2 2025-08-14T21:23:29.5431297Z  # see https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instancedata-data-retrieval.html 2025-08-14T21:23:29.5432536Z  category=$1 2025-08-14T21:23:29.5432984Z  # If it is GCP runner (runner name contains gcp), do not run this 2025-08-14T21:23:29.5433539Z  runner_name_str=i-00a742bcce90b8184 2025-08-14T21:23:29.5434346Z  if [[ -f /.inarc ]]; then 2025-08-14T21:23:29.5434774Z  echo "ARC Runner, no info on ec2 metadata" 2025-08-14T21:23:29.5435268Z  elif [[ $runner_name_str == *"gcp"* ]]; then 2025-08-14T21:23:29.5435852Z  echo "Runner is from Google Cloud Platform, No info on ec2 metadata" 2025-08-14T21:23:29.5436364Z  else 2025-08-14T21:23:29.5437384Z  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}" 2025-08-14T21:23:29.5438458Z  fi 2025-08-14T21:23:29.5438757Z } 2025-08-14T21:23:29.5439084Z echo "ami-id: $(get_ec2_metadata ami-id)" 2025-08-14T21:23:29.5439625Z echo "instance-id: $(get_ec2_metadata instance-id)" 2025-08-14T21:23:29.5440224Z echo "instance-type: $(get_ec2_metadata instance-type)" 2025-08-14T21:23:29.5440790Z echo "system info $(uname -a)" 2025-08-14T21:23:29.5452615Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:29.5453077Z env: 2025-08-14T21:23:29.5453370Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:29.5453714Z ##[endgroup] 2025-08-14T21:23:29.5643776Z ami-id: ami-05ffe3c48a9991133 2025-08-14T21:23:29.5778744Z instance-id: i-00a742bcce90b8184 2025-08-14T21:23:29.5919572Z instance-type: g3.4xlarge 2025-08-14T21:23:29.5934657Z system info Linux ip-10-0-59-139.ec2.internal 6.1.141-155.222.amzn2023.x86_64 #1 SMP PREEMPT_DYNAMIC Tue Jun 17 10:29:47 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux 2025-08-14T21:23:29.5968309Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-14T21:23:29.5969427Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-14T21:23:29.5976669Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:29.5977170Z env: 2025-08-14T21:23:29.5977551Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:29.5977881Z ##[endgroup] 2025-08-14T21:23:29.6042268Z ##[group]Run if systemctl is-active --quiet docker; then 2025-08-14T21:23:29.6042823Z if systemctl is-active --quiet docker; then 2025-08-14T21:23:29.6043286Z  echo "Docker daemon is running..."; 2025-08-14T21:23:29.6043693Z else 2025-08-14T21:23:29.6044392Z  echo "Starting docker daemon..." && sudo systemctl start docker; 2025-08-14T21:23:29.6045004Z fi 2025-08-14T21:23:29.6051744Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:29.6052224Z env: 2025-08-14T21:23:29.6052514Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:29.6052841Z ##[endgroup] 2025-08-14T21:23:29.6153513Z Docker daemon is running... 2025-08-14T21:23:29.6201243Z ##[group]Run nick-fields/retry@v3.0.0 2025-08-14T21:23:29.6201643Z with: 2025-08-14T21:23:29.6201944Z shell: bash 2025-08-14T21:23:29.6202433Z timeout_minutes: 5 2025-08-14T21:23:29.6202785Z max_attempts: 3 2025-08-14T21:23:29.6203101Z retry_wait_seconds: 30 2025-08-14T21:23:29.6205731Z command: AWS_ACCOUNT_ID=$(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 2025-08-14T21:23:29.6208406Z polling_interval_seconds: 1 2025-08-14T21:23:29.6208821Z warning_on_retry: true 2025-08-14T21:23:29.6209519Z continue_on_error: false 2025-08-14T21:23:29.6210447Z env: 2025-08-14T21:23:29.6210988Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:29.6211611Z AWS_RETRY_MODE: standard 2025-08-14T21:23:29.6212240Z AWS_MAX_ATTEMPTS: 5 2025-08-14T21:23:29.6212863Z AWS_DEFAULT_REGION: us-east-1 2025-08-14T21:23:29.6213502Z ##[endgroup] 2025-08-14T21:23:31.1755002Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-08-14T21:23:31.1756517Z Configure a credential helper to remove this warning. See 2025-08-14T21:23:31.1757848Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-08-14T21:23:31.1758688Z 2025-08-14T21:23:31.1758909Z Login Succeeded 2025-08-14T21:23:31.7664454Z Command completed after 1 attempt(s). 2025-08-14T21:23:31.7730135Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-08-14T21:23:31.7730798Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-08-14T21:23:31.7731379Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-08-14T21:23:31.7741330Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:31.7741811Z env: 2025-08-14T21:23:31.7742099Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:31.7742421Z ##[endgroup] 2025-08-14T21:23:31.7874391Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-08-14T21:23:31.7875102Z # ignore expansion of "docker ps -q" since it could be empty 2025-08-14T21:23:31.7875630Z # shellcheck disable=SC2046 2025-08-14T21:23:31.7876061Z docker stop $(docker ps -q) || true 2025-08-14T21:23:31.7876476Z # Prune all of the docker images 2025-08-14T21:23:31.7876891Z docker system prune -af 2025-08-14T21:23:31.7884190Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:31.7884640Z env: 2025-08-14T21:23:31.7884924Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:31.7885267Z ##[endgroup] 2025-08-14T21:23:31.8238703Z "docker stop" requires at least 1 argument. 2025-08-14T21:23:31.8239581Z See 'docker stop --help'. 2025-08-14T21:23:31.8239819Z 2025-08-14T21:23:31.8240057Z Usage: docker stop [OPTIONS] CONTAINER [CONTAINER...] 2025-08-14T21:23:31.8240415Z 2025-08-14T21:23:31.8240566Z Stop one or more running containers 2025-08-14T21:23:31.8481994Z Total reclaimed space: 0B 2025-08-14T21:23:31.8520683Z ##[group]Run set +e 2025-08-14T21:23:31.8521065Z set +e 2025-08-14T21:23:31.8521385Z set -x 2025-08-14T21:23:31.8521691Z  2025-08-14T21:23:31.8522004Z PT_DOMAIN=download.pytorch.org 2025-08-14T21:23:31.8522759Z # TODO: Flaky access to download.pytorch.org https://github.com/pytorch/pytorch/issues/100400, 2025-08-14T21:23:31.8523739Z # cleaning this up once the issue is fixed. There are more than one resolved IP here, the last 2025-08-14T21:23:31.8524438Z # one is returned at random 2025-08-14T21:23:31.8524945Z RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" | tail -n1) 2025-08-14T21:23:31.8525448Z  2025-08-14T21:23:31.8526037Z if [ -z "${RESOLVED_IP}" ]; then 2025-08-14T21:23:31.8526630Z  echo "Couldn't resolve ${PT_DOMAIN}, retrying with Google DNS..." 2025-08-14T21:23:31.8527328Z  RESOLVED_IP=$(dig -4 +short "${PT_DOMAIN}" @8.8.8.8 | tail -n1) 2025-08-14T21:23:31.8527851Z  2025-08-14T21:23:31.8528183Z  if [ -z "${RESOLVED_IP}" ]; then 2025-08-14T21:23:31.8528685Z  echo "Couldn't resolve ${PT_DOMAIN}, exiting..." 2025-08-14T21:23:31.8529168Z  exit 1 2025-08-14T21:23:31.8529487Z  fi 2025-08-14T21:23:31.8529763Z fi 2025-08-14T21:23:31.8530050Z  2025-08-14T21:23:31.8530402Z if grep -r "${PT_DOMAIN}" /etc/hosts; then 2025-08-14T21:23:31.8530882Z  # Clean up any old records first 2025-08-14T21:23:31.8531373Z  sudo sed -i "/${PT_DOMAIN}/d" /etc/hosts 2025-08-14T21:23:31.8532394Z fi 2025-08-14T21:23:31.8532688Z  2025-08-14T21:23:31.8533301Z echo "${RESOLVED_IP} ${PT_DOMAIN}" | sudo tee -a /etc/hosts 2025-08-14T21:23:31.8533817Z cat /etc/hosts 2025-08-14T21:23:31.8541474Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:31.8541928Z env: 2025-08-14T21:23:31.8542212Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:31.8542552Z ##[endgroup] 2025-08-14T21:23:31.8576755Z + PT_DOMAIN=download.pytorch.org 2025-08-14T21:23:31.8585099Z ++ dig -4 +short download.pytorch.org 2025-08-14T21:23:31.8585819Z ++ tail -n1 2025-08-14T21:23:31.8945280Z + RESOLVED_IP=18.160.10.22 2025-08-14T21:23:31.8945956Z + '[' -z 18.160.10.22 ']' 2025-08-14T21:23:31.8946345Z + grep -r download.pytorch.org /etc/hosts 2025-08-14T21:23:31.8968835Z + echo '18.160.10.22 download.pytorch.org' 2025-08-14T21:23:31.8970117Z + sudo tee -a /etc/hosts 2025-08-14T21:23:32.3288872Z 18.160.10.22 download.pytorch.org 2025-08-14T21:23:32.3312362Z + cat /etc/hosts 2025-08-14T21:23:32.3325526Z 127.0.0.1 localhost localhost.localdomain localhost4 localhost4.localdomain4 2025-08-14T21:23:32.3333274Z ::1 localhost6 localhost6.localdomain6 2025-08-14T21:23:32.3333779Z 18.160.10.22 download.pytorch.org 2025-08-14T21:23:32.3552122Z ##[group]Run pytorch/test-infra/.github/actions/calculate-docker-image@main 2025-08-14T21:23:32.3552753Z with: 2025-08-14T21:23:32.3553707Z docker-image-name: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3554790Z use-custom-docker-registry: true 2025-08-14T21:23:32.3555175Z docker-build-dir: .ci/docker 2025-08-14T21:23:32.3555556Z docker-build-script: ./build.sh 2025-08-14T21:23:32.3555933Z working-directory: . 2025-08-14T21:23:32.3556356Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:32.3556849Z force-push: false 2025-08-14T21:23:32.3557217Z env: 2025-08-14T21:23:32.3557478Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:32.3557815Z ##[endgroup] 2025-08-14T21:23:32.3582027Z ##[group]Run set -ex 2025-08-14T21:23:32.3582427Z set -ex 2025-08-14T21:23:32.3582720Z  2025-08-14T21:23:32.3583268Z # If the docker build directory or the build script doesn't exist, the action will 2025-08-14T21:23:32.3584079Z # gracefully return the docker image name as it is. Pulling docker image in Linux 2025-08-14T21:23:32.3584750Z # job could then download the pre-built image as usual 2025-08-14T21:23:32.3585572Z if [[ -d "${DOCKER_BUILD_DIR}" ]] && [[ -f "${DOCKER_BUILD_DIR}/${DOCKER_BUILD_SCRIPT}" ]] && [[ "${USE_CUSTOM_DOCKER_REGISTRY}" == "true" ]]; then 2025-08-14T21:23:32.3586347Z  echo "skip=false" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3586748Z else 2025-08-14T21:23:32.3587087Z  echo "skip=true" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3587634Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3588127Z  2025-08-14T21:23:32.3588784Z  echo "Not using custom ECR registry. Either it was not requested or there is no Docker build script in the ${REPO_NAME} repo..." 2025-08-14T21:23:32.3589543Z  exit 0 2025-08-14T21:23:32.3589838Z fi 2025-08-14T21:23:32.3590096Z  2025-08-14T21:23:32.3590520Z if [[ "${DOCKER_IMAGE_NAME}" == *"${DOCKER_REGISTRY}/${REPO_NAME}"* ]]; then 2025-08-14T21:23:32.3591248Z  # The docker image name already includes the ECR prefix and tag, so we can just 2025-08-14T21:23:32.3591898Z  # use it as it is, but first let's extract the tag 2025-08-14T21:23:32.3592468Z  DOCKER_TAG=$(echo "${DOCKER_IMAGE_NAME}" | awk -F '[:,]' '{print $2}') 2025-08-14T21:23:32.3593090Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3593686Z  echo "docker-image=${DOCKER_IMAGE_NAME}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3594183Z else 2025-08-14T21:23:32.3594507Z  if [[ "${DOCKER_IMAGE_NAME}" == *:* ]]; then 2025-08-14T21:23:32.3595204Z  CUSTOM_TAG_PREFIX=${DOCKER_IMAGE_NAME#*:} 2025-08-14T21:23:32.3595706Z  DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME%%:*} 2025-08-14T21:23:32.3596108Z  fi 2025-08-14T21:23:32.3596658Z  DOCKER_TAG=${CUSTOM_TAG_PREFIX:+${CUSTOM_TAG_PREFIX}-}$(git rev-parse HEAD:"${DOCKER_BUILD_DIR}") 2025-08-14T21:23:32.3597395Z  echo "docker-tag=${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3598160Z  echo "docker-image=${DOCKER_REGISTRY}/${REPO_NAME}/${DOCKER_IMAGE_NAME}:${DOCKER_TAG}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3598987Z  echo "custom-tag-prefix=${CUSTOM_TAG_PREFIX}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3599512Z fi 2025-08-14T21:23:32.3609887Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:32.3610347Z env: 2025-08-14T21:23:32.3610632Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:32.3610981Z REPO_NAME: pytorch 2025-08-14T21:23:32.3612126Z DOCKER_IMAGE_NAME: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3613167Z DOCKER_BUILD_DIR: .ci/docker 2025-08-14T21:23:32.3613537Z DOCKER_BUILD_SCRIPT: ./build.sh 2025-08-14T21:23:32.3614018Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:32.3614503Z USE_CUSTOM_DOCKER_REGISTRY: true 2025-08-14T21:23:32.3614875Z CUSTOM_TAG_PREFIX: 2025-08-14T21:23:32.3615192Z ##[endgroup] 2025-08-14T21:23:32.3652409Z + [[ -d .ci/docker ]] 2025-08-14T21:23:32.3652765Z + [[ -f .ci/docker/./build.sh ]] 2025-08-14T21:23:32.3653130Z + [[ true == \t\r\u\e ]] 2025-08-14T21:23:32.3653438Z + echo skip=false 2025-08-14T21:23:32.3654741Z + [[ 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe == *\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* ]] 2025-08-14T21:23:32.3662213Z ++ echo 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3663207Z ++ awk -F '[:,]' '{print $2}' 2025-08-14T21:23:32.3693664Z + DOCKER_TAG=pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3694887Z + echo docker-tag=pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3696301Z + echo docker-image=308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3726624Z ##[group]Run set +e 2025-08-14T21:23:32.3727019Z set +e 2025-08-14T21:23:32.3727325Z set -x 2025-08-14T21:23:32.3727615Z  2025-08-14T21:23:32.3727873Z login() { 2025-08-14T21:23:32.3728481Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-08-14T21:23:32.3729108Z } 2025-08-14T21:23:32.3729376Z  2025-08-14T21:23:32.3729649Z retry () { 2025-08-14T21:23:32.3729996Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-08-14T21:23:32.3730376Z } 2025-08-14T21:23:32.3730649Z  2025-08-14T21:23:32.3730950Z retry login "${DOCKER_REGISTRY}" 2025-08-14T21:23:32.3731336Z  2025-08-14T21:23:32.3732126Z START_TIME=$(date +%s) 2025-08-14T21:23:32.3732520Z # Wait up to 120 minutes 2025-08-14T21:23:32.3732987Z while [[ $(( $(date +%s) - 7200 )) -lt $START_TIME ]]; do 2025-08-14T21:23:32.3733568Z  # Check if image already exists, if it does then skip building it 2025-08-14T21:23:32.3734174Z  if docker manifest inspect "${DOCKER_IMAGE}"; then 2025-08-14T21:23:32.3734638Z  exit 0 2025-08-14T21:23:32.3735159Z  fi 2025-08-14T21:23:32.3735438Z  2025-08-14T21:23:32.3735921Z  # NB: This flag is used by Docker build workflow to push the image to ECR, so we can 2025-08-14T21:23:32.3736710Z  # use this to differentiate between the Docker build and regular build jobs. For the 2025-08-14T21:23:32.3737495Z  # latter, it will wait for the Docker images to become available before continuing 2025-08-14T21:23:32.3738122Z  if [ "${DOCKER_PUSH:-false}" == "true" ]; then 2025-08-14T21:23:32.3738625Z  # It's a Docker build job, let's build the image 2025-08-14T21:23:32.3739057Z  break 2025-08-14T21:23:32.3739340Z  else 2025-08-14T21:23:32.3739766Z  # It's a regular build job, wait for the image to become available 2025-08-14T21:23:32.3740270Z  sleep 300 2025-08-14T21:23:32.3740569Z  fi 2025-08-14T21:23:32.3740851Z done 2025-08-14T21:23:32.3741129Z  2025-08-14T21:23:32.3741574Z # NB: This part requires a full checkout. Otherwise, the merge base will 2025-08-14T21:23:32.3742422Z # be empty. The default action would be to continue rebuild the image 2025-08-14T21:23:32.3743072Z if [[ "$BASE_REVISION" = "$(git rev-parse HEAD)" ]]; then 2025-08-14T21:23:32.3743629Z  # if we're on the base branch then use the parent commit 2025-08-14T21:23:32.3744113Z  MERGE_BASE=$(git rev-parse HEAD~) 2025-08-14T21:23:32.3744509Z else 2025-08-14T21:23:32.3744920Z  # otherwise we're on a PR, so use the most recent base commit 2025-08-14T21:23:32.3745484Z  MERGE_BASE=$(git merge-base HEAD "$BASE_REVISION") 2025-08-14T21:23:32.3745941Z fi 2025-08-14T21:23:32.3746216Z  2025-08-14T21:23:32.3746516Z if [[ -z "${MERGE_BASE}" ]]; then 2025-08-14T21:23:32.3746950Z  echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3747369Z  2025-08-14T21:23:32.3747952Z  echo "Finding merge base only works with full checkout, please set fetch-depth to 0, continuing ..." 2025-08-14T21:23:32.3748601Z  exit 0 2025-08-14T21:23:32.3748891Z fi 2025-08-14T21:23:32.3749169Z  2025-08-14T21:23:32.3749540Z if ! git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}"; then 2025-08-14T21:23:32.3750351Z  echo "Directory '${DOCKER_BUILD_DIR}' not found in commit $MERGE_BASE, you should rebase onto a more recent commit" 2025-08-14T21:23:32.3751052Z  exit 1 2025-08-14T21:23:32.3751340Z fi 2025-08-14T21:23:32.3751594Z  2025-08-14T21:23:32.3752041Z PREVIOUS_DOCKER_TAG=$(git rev-parse "${MERGE_BASE}:${DOCKER_BUILD_DIR}") 2025-08-14T21:23:32.3752825Z # If no image exists but the hash is the same as the previous hash then we should error out here 2025-08-14T21:23:32.3753552Z if [[ "${PREVIOUS_DOCKER_TAG}" == "${DOCKER_TAG}" ]]; then 2025-08-14T21:23:32.3754352Z  echo "WARNING: Something has gone wrong and the previous image isn't available for the merge-base of your branch" 2025-08-14T21:23:32.3755270Z  echo " Will re-build docker image to store in local cache, TTS may be longer" 2025-08-14T21:23:32.3755826Z fi 2025-08-14T21:23:32.3756084Z  2025-08-14T21:23:32.3756421Z echo "rebuild=true" >> "${GITHUB_OUTPUT}" 2025-08-14T21:23:32.3764515Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:32.3764985Z env: 2025-08-14T21:23:32.3765269Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:32.3765608Z DOCKER_BUILD_DIR: .ci/docker 2025-08-14T21:23:32.3766037Z BASE_REVISION: 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:23:32.3767116Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3768440Z DOCKER_TAG: pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:32.3769366Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:32.3769856Z DOCKER_PUSH: 2025-08-14T21:23:32.3770153Z ##[endgroup] 2025-08-14T21:23:32.3802710Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:32.3803726Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:32.3806390Z + aws ecr get-login-password --region us-east-1 2025-08-14T21:23:32.3808157Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:33.0839177Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-08-14T21:23:33.0840081Z Configure a credential helper to remove this warning. See 2025-08-14T21:23:33.0841068Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-08-14T21:23:33.0842155Z 2025-08-14T21:23:33.0842369Z Login Succeeded 2025-08-14T21:23:33.0859221Z ++ date +%s 2025-08-14T21:23:33.0872864Z + START_TIME=1755206613 2025-08-14T21:23:33.0878016Z ++ date +%s 2025-08-14T21:23:33.0891173Z + [[ 1755199413 -lt 1755206613 ]] 2025-08-14T21:23:33.0893286Z + docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:33.3844846Z { 2025-08-14T21:23:33.3845432Z "schemaVersion": 2, 2025-08-14T21:23:33.3845955Z "mediaType": "application/vnd.docker.distribution.manifest.v2+json", 2025-08-14T21:23:33.3846528Z "config": { 2025-08-14T21:23:33.3846980Z "mediaType": "application/vnd.docker.container.image.v1+json", 2025-08-14T21:23:33.3847548Z "size": 31111, 2025-08-14T21:23:33.3848179Z "digest": 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##[endgroup] 2025-08-14T21:23:33.4118453Z + aws secretsmanager get-secret-value --secret-id docker_hub_readonly_token 2025-08-14T21:23:33.4119560Z + jq --raw-output .SecretString 2025-08-14T21:23:33.4121917Z + jq -r .docker_hub_readonly_token 2025-08-14T21:23:33.4128375Z + docker login --username pytorchbot --password-stdin 2025-08-14T21:23:34.1794369Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-08-14T21:23:34.1795129Z Configure a credential helper to remove this warning. See 2025-08-14T21:23:34.1796057Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-08-14T21:23:34.1796695Z 2025-08-14T21:23:34.1796852Z Login Succeeded 2025-08-14T21:23:34.1897041Z ##[group]Run tag=${ECR_DOCKER_IMAGE##*:} 2025-08-14T21:23:34.1897568Z tag=${ECR_DOCKER_IMAGE##*:} 2025-08-14T21:23:34.1898076Z echo "docker pull ghcr.io/pytorch/ci-image:${tag/:/-}" 2025-08-14T21:23:34.1905859Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:34.1906317Z env: 2025-08-14T21:23:34.1906607Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:34.1907898Z ECR_DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:34.1909132Z ##[endgroup] 2025-08-14T21:23:34.1943835Z docker pull ghcr.io/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:34.1999021Z ##[group]Run pytorch/test-infra/.github/actions/pull-docker-image@main 2025-08-14T21:23:34.1999632Z with: 2025-08-14T21:23:34.2000601Z docker-image: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:34.2001803Z docker-registry: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:34.2002301Z env: 2025-08-14T21:23:34.2002588Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:34.2002923Z ##[endgroup] 2025-08-14T21:23:34.2039266Z ##[group]Run set -x 2025-08-14T21:23:34.2039634Z set -x 2025-08-14T21:23:34.2039913Z set +e 2025-08-14T21:23:34.2040204Z  2025-08-14T21:23:34.2040487Z login() { 2025-08-14T21:23:34.2041053Z  aws ecr get-login-password --region us-east-1 | docker login -u AWS --password-stdin "$1" 2025-08-14T21:23:34.2041684Z } 2025-08-14T21:23:34.2041961Z  2025-08-14T21:23:34.2042293Z retry () { 2025-08-14T21:23:34.2042636Z  $* || (sleep 1 && $*) || (sleep 2 && $*) 2025-08-14T21:23:34.2043033Z } 2025-08-14T21:23:34.2043303Z  2025-08-14T21:23:34.2043603Z retry login "${DOCKER_REGISTRY}" 2025-08-14T21:23:34.2043969Z  2025-08-14T21:23:34.2044562Z IMAGE_SIZE=$(docker manifest inspect "${DOCKER_IMAGE}" | jq '[.layers[].size, .config.size] | add / 1024 / 1024') 2025-08-14T21:23:34.2045359Z echo "Compressed size of image in MB: ${IMAGE_SIZE}" 2025-08-14T21:23:34.2045805Z  2025-08-14T21:23:34.2046085Z set -e 2025-08-14T21:23:34.2046519Z # ignore output since only exit code is used for conditional 2025-08-14T21:23:34.2047142Z # only pull docker image if it's not available locally 2025-08-14T21:23:34.2047788Z if ! docker inspect --type=image "${DOCKER_IMAGE}" >/dev/null 2>/dev/null; then 2025-08-14T21:23:34.2048408Z  retry docker pull "${DOCKER_IMAGE}" 2025-08-14T21:23:34.2048804Z fi 2025-08-14T21:23:34.2055430Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:23:34.2055896Z env: 2025-08-14T21:23:34.2056180Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:23:34.2057201Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:34.2058326Z DOCKER_REGISTRY: 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:34.2058807Z ##[endgroup] 2025-08-14T21:23:34.2088259Z + set +e 2025-08-14T21:23:34.2088658Z + retry login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:34.2089195Z + login 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:34.2092718Z + aws ecr get-login-password --region us-east-1 2025-08-14T21:23:34.2094617Z + docker login -u AWS --password-stdin 308535385114.dkr.ecr.us-east-1.amazonaws.com 2025-08-14T21:23:34.9519299Z WARNING! Your password will be stored unencrypted in /home/ec2-user/.docker/config.json. 2025-08-14T21:23:34.9520800Z Configure a credential helper to remove this warning. See 2025-08-14T21:23:34.9522189Z https://docs.docker.com/engine/reference/commandline/login/#credentials-store 2025-08-14T21:23:34.9523155Z 2025-08-14T21:23:34.9523422Z Login Succeeded 2025-08-14T21:23:34.9544699Z ++ docker manifest inspect 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:34.9547090Z ++ jq '[.layers[].size, .config.size] | add / 1024 / 1024' 2025-08-14T21:23:35.2090670Z + IMAGE_SIZE=12696.35722732544 2025-08-14T21:23:35.2091135Z + echo 'Compressed size of image in MB: 12696.35722732544' 2025-08-14T21:23:35.2091948Z Compressed size of image in MB: 12696.35722732544 2025-08-14T21:23:35.2092385Z + set -e 2025-08-14T21:23:35.2093596Z + docker inspect --type=image 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:35.2250166Z + retry docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:35.2251849Z + docker pull 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:23:35.4776796Z pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe: Pulling from pytorch/ci-image 2025-08-14T21:23:35.4778044Z 660ffc76f83b: Pulling fs layer 2025-08-14T21:23:35.4778415Z b9e59bfeb793: Pulling fs layer 2025-08-14T21:23:35.4779043Z d323b93976e9: Pulling fs layer 2025-08-14T21:23:35.4779484Z e29cd056eb52: Pulling fs layer 2025-08-14T21:23:35.4779822Z 56ad53efe23d: Pulling fs layer 2025-08-14T21:23:35.4780363Z 73370bd8212a: Pulling fs layer 2025-08-14T21:23:35.4780896Z 980712125161: Pulling fs layer 2025-08-14T21:23:35.4781234Z 800f1a1631b1: Pulling fs layer 2025-08-14T21:23:35.4781781Z 646771bb1119: Pulling fs layer 2025-08-14T21:23:35.4782242Z a4f687bdc9ae: Pulling fs layer 2025-08-14T21:23:35.4782590Z 5ba3519db9ba: Pulling fs layer 2025-08-14T21:23:35.4783123Z dac6bb28241c: Pulling fs layer 2025-08-14T21:23:35.4788874Z 40cf31f79b40: Pulling fs layer 2025-08-14T21:23:35.4789568Z e644c0b93418: Pulling fs layer 2025-08-14T21:23:35.4789938Z 4f4fb700ef54: Pulling fs layer 2025-08-14T21:23:35.4790358Z 3dd7ca73143d: Pulling fs layer 2025-08-14T21:23:35.4790955Z 4c3e783ae89c: Pulling fs layer 2025-08-14T21:23:35.4791288Z 5a13d18aadcb: Pulling fs layer 2025-08-14T21:23:35.4791692Z beebc0d941cd: Pulling fs layer 2025-08-14T21:23:35.4792316Z 954d6742d5cb: Pulling fs layer 2025-08-14T21:23:35.4792658Z 634c0e6e5ef5: Pulling fs layer 2025-08-14T21:23:35.4793099Z 3370f6153801: Pulling fs layer 2025-08-14T21:23:35.4793787Z 6d6f31a3029f: Pulling fs layer 2025-08-14T21:23:35.4794335Z f82d9ded1212: Pulling fs layer 2025-08-14T21:23:35.4794838Z b1685252bdbf: Pulling fs layer 2025-08-14T21:23:35.4795202Z b65f75cafa84: Pulling fs layer 2025-08-14T21:23:35.4795756Z 980712125161: Waiting 2025-08-14T21:23:35.4796158Z 84b8f8fb58e4: Pulling fs layer 2025-08-14T21:23:35.4796514Z c670b215f74a: Pulling fs layer 2025-08-14T21:23:35.4796988Z 78727e59113a: Pulling fs layer 2025-08-14T21:23:35.4797485Z 5132240e0a16: Pulling fs layer 2025-08-14T21:23:35.4797846Z 6aa055d2ebd5: Pulling fs layer 2025-08-14T21:23:35.4798289Z 22f8ba41148d: Pulling fs layer 2025-08-14T21:23:35.4798847Z f88db620690c: Pulling fs layer 2025-08-14T21:23:35.4799196Z 45e09ff32b17: Pulling fs layer 2025-08-14T21:23:35.4799554Z a5ae0d22af7c: Pulling fs layer 2025-08-14T21:23:35.4799928Z a21049520f1a: Pulling fs layer 2025-08-14T21:23:35.4800263Z 365383d899e3: Pulling fs layer 2025-08-14T21:23:35.4800618Z 93c0fc2d3af8: Pulling fs layer 2025-08-14T21:23:35.4800978Z 5df67296d968: Pulling fs layer 2025-08-14T21:23:35.4801318Z de5d5e0ba812: Pulling fs layer 2025-08-14T21:23:35.4801682Z 4ab20e32ec04: Pulling fs layer 2025-08-14T21:23:35.4802038Z b285c0e69d89: Pulling fs layer 2025-08-14T21:23:35.4802373Z 05bd73029629: Pulling fs layer 2025-08-14T21:23:35.4802726Z 55dcd1b38945: Pulling fs layer 2025-08-14T21:23:35.4803081Z c77cf4df2ca0: Pulling fs layer 2025-08-14T21:23:35.4803432Z 6fd38f7a407d: Pulling fs layer 2025-08-14T21:23:35.4803786Z 649ae49ccc18: Pulling fs layer 2025-08-14T21:23:35.4804147Z ca10d370da2d: Pulling fs layer 2025-08-14T21:23:35.4804484Z b8c6c2a47684: Pulling fs layer 2025-08-14T21:23:35.4804837Z 8afe78167455: Pulling fs layer 2025-08-14T21:23:35.4805189Z 32db64ae2626: Pulling fs layer 2025-08-14T21:23:35.4805579Z e5203fd55415: Pulling fs layer 2025-08-14T21:23:35.4806443Z 0011d31aac03: Pulling fs layer 2025-08-14T21:23:35.4806820Z 04e72117dddc: Pulling fs layer 2025-08-14T21:23:35.4807161Z c566819b7236: Pulling fs layer 2025-08-14T21:23:35.4807497Z c4a23f3b2310: Pulling fs layer 2025-08-14T21:23:35.4807854Z 61529c1321d7: Pulling fs layer 2025-08-14T21:23:35.4808401Z 9bccf73ebf15: Pulling fs layer 2025-08-14T21:23:35.4808824Z 3a83298497cf: Pulling fs layer 2025-08-14T21:23:35.4809159Z 8b4fe28989da: Pulling fs layer 2025-08-14T21:23:35.4809660Z e79277084708: Pulling fs layer 2025-08-14T21:23:35.4810010Z caec79c81973: Pulling fs layer 2025-08-14T21:23:35.4810352Z cf2c1b4f7557: Pulling fs layer 2025-08-14T21:23:35.4810728Z 1db998442b89: Pulling fs layer 2025-08-14T21:23:35.4811077Z f6533d798fe7: Pulling fs layer 2025-08-14T21:23:35.4811421Z 56ad53efe23d: Waiting 2025-08-14T21:23:35.4811715Z 73370bd8212a: Waiting 2025-08-14T21:23:35.4812025Z 6d6f31a3029f: Waiting 2025-08-14T21:23:35.4812338Z 646771bb1119: Waiting 2025-08-14T21:23:35.4812627Z c77cf4df2ca0: Waiting 2025-08-14T21:23:35.4812948Z 5ba3519db9ba: Waiting 2025-08-14T21:23:35.4813256Z 800f1a1631b1: Waiting 2025-08-14T21:23:35.4813548Z a4f687bdc9ae: Waiting 2025-08-14T21:23:35.4813854Z 04e72117dddc: Waiting 2025-08-14T21:23:35.4814164Z f82d9ded1212: Waiting 2025-08-14T21:23:35.4814458Z dac6bb28241c: Waiting 2025-08-14T21:23:35.4814775Z 634c0e6e5ef5: Waiting 2025-08-14T21:23:35.4815085Z 5a13d18aadcb: Waiting 2025-08-14T21:23:35.4815374Z b1685252bdbf: Waiting 2025-08-14T21:23:35.4815681Z 6fd38f7a407d: Waiting 2025-08-14T21:23:35.4815989Z 954d6742d5cb: Waiting 2025-08-14T21:23:35.4816326Z e29cd056eb52: Waiting 2025-08-14T21:23:35.4816609Z e644c0b93418: Waiting 2025-08-14T21:23:35.4816911Z 649ae49ccc18: Waiting 2025-08-14T21:23:35.4817211Z 4f4fb700ef54: Waiting 2025-08-14T21:23:35.4817496Z b65f75cafa84: Waiting 2025-08-14T21:23:35.4817801Z 40cf31f79b40: Waiting 2025-08-14T21:23:35.4818101Z c4a23f3b2310: Waiting 2025-08-14T21:23:35.4818385Z 84b8f8fb58e4: Waiting 2025-08-14T21:23:35.4818687Z 32db64ae2626: Waiting 2025-08-14T21:23:35.4818999Z ca10d370da2d: Waiting 2025-08-14T21:23:35.4819288Z 3dd7ca73143d: Waiting 2025-08-14T21:23:35.4819595Z 4c3e783ae89c: Waiting 2025-08-14T21:23:35.4819900Z caec79c81973: Waiting 2025-08-14T21:23:35.4820190Z 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2025-08-14T21:23:35.8548141Z 660ffc76f83b: Verifying Checksum 2025-08-14T21:23:35.8548628Z 660ffc76f83b: Download complete 2025-08-14T21:23:35.8966800Z 73370bd8212a: Verifying Checksum 2025-08-14T21:23:35.8967619Z 73370bd8212a: Download complete 2025-08-14T21:23:35.9390866Z 980712125161: Verifying Checksum 2025-08-14T21:23:35.9391300Z 980712125161: Download complete 2025-08-14T21:23:35.9700483Z 800f1a1631b1: Verifying Checksum 2025-08-14T21:23:35.9701188Z 800f1a1631b1: Download complete 2025-08-14T21:23:36.0647811Z a4f687bdc9ae: Verifying Checksum 2025-08-14T21:23:36.0648286Z a4f687bdc9ae: Download complete 2025-08-14T21:23:36.1541681Z 5ba3519db9ba: Verifying Checksum 2025-08-14T21:23:36.1542122Z 5ba3519db9ba: Download complete 2025-08-14T21:23:36.2395348Z dac6bb28241c: Verifying Checksum 2025-08-14T21:23:36.2395937Z dac6bb28241c: Download complete 2025-08-14T21:23:36.3367155Z 40cf31f79b40: Verifying Checksum 2025-08-14T21:23:36.3367650Z 40cf31f79b40: Download complete 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2025-08-14T21:29:19.6635703Z 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:29:19.6704548Z ##[group]Run echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-14T21:29:19.6705831Z echo "IN_CONTAINER_RUNNER=$(if [ -f /.inarc ] || [ -f /.incontainer ]; then echo true ; else echo false; fi)" >> "$GITHUB_OUTPUT" 2025-08-14T21:29:19.6716100Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:29:19.6716555Z env: 2025-08-14T21:29:19.6716842Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:29:19.6717184Z ##[endgroup] 2025-08-14T21:29:19.6958745Z ##[group]Run pytorch/test-infra/.github/actions/setup-nvidia@main 2025-08-14T21:29:19.6959277Z with: 2025-08-14T21:29:19.6959573Z driver-version: 525.105.17 2025-08-14T21:29:19.6959908Z env: 2025-08-14T21:29:19.6960168Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:29:19.6960507Z ##[endgroup] 2025-08-14T21:29:19.7216934Z ##[group]Run nick-fields/retry@3e91a01664abd3c5cd539100d10d33b9c5b68482 2025-08-14T21:29:19.7217451Z with: 2025-08-14T21:29:19.7217720Z timeout_minutes: 10 2025-08-14T21:29:19.7218037Z max_attempts: 3 2025-08-14T21:29:19.7249695Z command: # Is it disgusting to have a full shell script here in this github action? Sure # But is it the best way to make it so that this action relies on nothing else? Absolutely set -eou pipefail DISTRIBUTION=$(. /etc/os-release;echo $ID$VERSION_ID) DRIVER_FN="NVIDIA-Linux-x86_64-${DRIVER_VERSION}.run" install_nvidia_docker2_amzn2() { ( set -x # Needed for yum-config-manager sudo yum install -y yum-utils if [[ "${DISTRIBUTION}" == "amzn2023" ]] ; then YUM_REPO_URL="https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo" else # Amazon Linux 2 YUM_REPO_URL="https://nvidia.github.io/nvidia-docker/${DISTRIBUTION}/nvidia-docker.repo" fi sudo yum-config-manager --add-repo "${YUM_REPO_URL}" sudo yum install -y \ nvidia-container-toolkit-1.17.8 \ libnvidia-container-tools-1.17.8 \ libnvidia-container1-1.17.8 \ nvidia-container-toolkit-base-1.17.8 sudo systemctl restart docker ) } install_nvidia_docker2_ubuntu20() { ( set -x # Install nvidia-driver package if not installed status="$(dpkg-query -W --showformat='${db:Status-Status}' nvidia-docker2 2>&1)" if [ ! $? = 0 ] || [ ! "$status" = installed ]; then sudo apt-get install -y nvidia-container-toolkit-1.17.8 sudo systemctl restart docker fi ) } pre_install_nvidia_driver_amzn2() { ( # Purge any nvidia driver installed from RHEL repo sudo yum remove -y nvidia-driver-latest-dkms ) } install_nvidia_driver_common() { ( # Try to gather more information about the runner and its existing NVIDIA driver if any echo "Before installing NVIDIA driver" lspci lsmod modinfo nvidia || true HAS_NVIDIA_DRIVER=0 # Check if NVIDIA driver has already been installed if [ -x "$(command -v nvidia-smi)" ]; then set +e # The driver exists, check its version next. Also check only the first GPU if there are more than one of them # so that the same driver version is not print over multiple lines INSTALLED_DRIVER_VERSION=$(nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0) NVIDIA_SMI_STATUS=$? if [ "$NVIDIA_SMI_STATUS" -ne 0 ] && [ "$NVIDIA_SMI_STATUS" -ne 14 ]; then echo "Failed to get NVIDIA driver version ($INSTALLED_DRIVER_VERSION). Continuing" elif [ "$INSTALLED_DRIVER_VERSION" != "$DRIVER_VERSION" ]; then echo "NVIDIA driver ($INSTALLED_DRIVER_VERSION) has been installed, but we expect to have $DRIVER_VERSION instead. Continuing" # Turn off persistent mode so that the installation script can unload the kernel module sudo killall nvidia-persistenced || true else HAS_NVIDIA_DRIVER=1 echo "NVIDIA driver ($INSTALLED_DRIVER_VERSION) has already been installed. Skipping NVIDIA driver installation" fi set -e fi if [ "$HAS_NVIDIA_DRIVER" -eq 0 ]; then # CAUTION: this may need to be updated in future if [ "${DISTRIBUTION}" != ubuntu20.04 ]; then sudo yum groupinstall -y "Development Tools" # ensure our kernel install is the same as our underlying kernel, # groupinstall "Development Tools" has a habit of mismatching kernel headers sudo yum install -y "kernel-devel-uname-r == $(uname -r)" sudo modprobe backlight fi sudo curl -fsL -o /tmp/nvidia_driver "https://s3.amazonaws.com/ossci-linux/nvidia_driver/$DRIVER_FN" set +e sudo /bin/bash /tmp/nvidia_driver -s --no-drm NVIDIA_INSTALLATION_STATUS=$? RESET_GPU=0 if [ "$NVIDIA_INSTALLATION_STATUS" -ne 0 ]; then sudo cat /var/log/nvidia-installer.log # Fail to install NVIDIA driver, try to reset the GPU RESET_GPU=1 elif [ -x "$(command -v nvidia-smi)" ]; then # Check again if nvidia-smi works even if the driver installation completes successfully INSTALLED_DRIVER_VERSION=$(nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0) NVIDIA_SMI_STATUS=$? if [ "$NVIDIA_SMI_STATUS" -ne 0 ] && [ "$NVIDIA_SMI_STATUS" -ne 14 ]; then RESET_GPU=1 fi fi if [ "$RESET_GPU" -eq 1 ]; then NVIDIA_DEVICES=$(lspci -D | grep -i NVIDIA | cut -d' ' -f1) # The GPU can get stuck in a failure state if somehow the test crashs the GPU microcode. When this # happens, we'll try to reset all NVIDIA devices https://github.com/pytorch/pytorch/issues/88388 for PCI_ID in $NVIDIA_DEVICES; do DEVICE_ENABLED=$(cat /sys/bus/pci/devices/$PCI_ID/enable) echo "Reseting $PCI_ID (enabled state: $DEVICE_ENABLED)" # This requires sudo permission of course echo "1" | sudo tee /sys/bus/pci/devices/$PCI_ID/reset sleep 1 done fi sudo rm -fv /tmp/nvidia_driver set -e fi ) } post_install_nvidia_driver_common() { ( sudo modprobe nvidia || true echo "After installing NVIDIA driver" lspci lsmod modinfo nvidia || true ( set +e nvidia-smi # NB: Annoyingly, nvidia-smi command returns successfully with return code 0 even in # the case where the driver has already crashed as it still can get the driver version # and some basic information like the bus ID. However, the rest of the information # would be missing (ERR!), for example: # # +-----------------------------------------------------------------------------+ # | NVIDIA-SMI 525.89.02 Driver Version: 525.89.02 CUDA Version: 12.0 | # |-------------------------------+----------------------+----------------------+ # | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | # | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | # | | | MIG M. | # |===============================+======================+======================| # | 0 ERR! Off | 00000000:00:1E.0 Off | ERR! | # |ERR! ERR! ERR! ERR! / ERR! | 4184MiB / 23028MiB | ERR! Default | # | | | ERR! | # +-------------------------------+----------------------+----------------------+ # # +-----------------------------------------------------------------------------+ # | Processes: | # | GPU GI CI PID Type Process name GPU Memory | # | ID ID Usage | # |=============================================================================| # +-----------------------------------------------------------------------------+ # # This should be reported as a failure instead as it will guarantee to fail when # Docker tries to run with --gpus all # # So, the correct check here is to query one of the missing piece of info like # GPU name, so that the command can fail accordingly nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 NVIDIA_SMI_STATUS=$? # Allowable exit statuses for nvidia-smi, see: https://github.com/NVIDIA/gpu-operator/issues/285 if [ "$NVIDIA_SMI_STATUS" -eq 0 ] || [ "$NVIDIA_SMI_STATUS" -eq 14 ]; then echo "INFO: Ignoring allowed status ${NVIDIA_SMI_STATUS}" else echo "ERROR: nvidia-smi exited with unresolved status ${NVIDIA_SMI_STATUS}" exit ${NVIDIA_SMI_STATUS} fi set -e ) ) } install_nvidia_driver_amzn2() { ( set -x pre_install_nvidia_driver_amzn2 install_nvidia_driver_common post_install_nvidia_driver_common ) } install_nvidia_driver_ubuntu20() { ( set -x install_nvidia_driver_common post_install_nvidia_driver_common ) } echo "== Installing nvidia driver ${DRIVER_FN} ==" case "${DISTRIBUTION}" in amzn*) install_nvidia_driver_amzn2 ;; ubuntu20.04) install_nvidia_driver_ubuntu20 ;; *) echo "ERROR: Unknown distribution ${DISTRIBUTION}" exit 1 ;; esac # Install container toolkit based on distribution echo "== Installing nvidia container toolkit for ${DISTRIBUTION} ==" case "${DISTRIBUTION}" in amzn*) install_nvidia_docker2_amzn2 ;; ubuntu20.04) install_nvidia_docker2_ubuntu20 ;; *) echo "ERROR: Unknown distribution ${DISTRIBUTION}" exit 1 ;; esac echo "GPU_FLAG=--gpus all -e NVIDIA_DRIVER_CAPABILITIES=all" >> "${GITHUB_ENV}" # Fix https://github.com/NVIDIA/nvidia-docker/issues/1648 on runners with # more than one GPUs. This just needs to be run once. The command fails # on subsequent runs and complains that the mode is already on, but that's # ok sudo nvidia-persistenced || true # This should show persistence mode ON nvidia-smi # check if the container-toolkit is correctly installed and CUDA is available inside a container docker run --rm -t --gpus=all public.ecr.aws/docker/library/python:3.13 nvidia-smi 2025-08-14T21:29:19.7280771Z retry_wait_seconds: 10 2025-08-14T21:29:19.7281138Z polling_interval_seconds: 1 2025-08-14T21:29:19.7281489Z warning_on_retry: true 2025-08-14T21:29:19.7281826Z continue_on_error: false 2025-08-14T21:29:19.7282158Z env: 2025-08-14T21:29:19.7282416Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:29:19.7282763Z DRIVER_VERSION: 525.105.17 2025-08-14T21:29:19.7283102Z ##[endgroup] 2025-08-14T21:29:19.9139605Z == Installing nvidia driver NVIDIA-Linux-x86_64-525.105.17.run == 2025-08-14T21:29:19.9142097Z + pre_install_nvidia_driver_amzn2 2025-08-14T21:29:19.9142696Z + sudo yum remove -y nvidia-driver-latest-dkms 2025-08-14T21:29:20.6735881Z No match for argument: nvidia-driver-latest-dkms 2025-08-14T21:29:20.6736962Z No packages marked for removal. 2025-08-14T21:29:20.6820144Z Dependencies resolved. 2025-08-14T21:29:20.6834652Z Nothing to do. 2025-08-14T21:29:20.6836367Z Complete! 2025-08-14T21:29:20.8059246Z + install_nvidia_driver_common 2025-08-14T21:29:20.8067944Z + echo 'Before installing NVIDIA driver' 2025-08-14T21:29:20.8070642Z Before installing NVIDIA driver 2025-08-14T21:29:20.8074622Z + lspci 2025-08-14T21:29:20.9522612Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] (rev 02) 2025-08-14T21:29:20.9523371Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2025-08-14T21:29:20.9524623Z 00:01.1 IDE interface: Intel Corporation 82371SB PIIX3 IDE [Natoma/Triton II] 2025-08-14T21:29:20.9525589Z 00:01.3 Bridge: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 01) 2025-08-14T21:29:20.9526163Z 00:02.0 VGA compatible controller: Cirrus Logic GD 5446 2025-08-14T21:29:20.9526764Z 00:03.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2025-08-14T21:29:20.9527484Z 00:1e.0 VGA compatible controller: NVIDIA Corporation GM204GL [Tesla M60] (rev a1) 2025-08-14T21:29:20.9528180Z 00:1f.0 Unassigned class [ff80]: XenSource, Inc. Xen Platform Device (rev 01) 2025-08-14T21:29:20.9528707Z + lsmod 2025-08-14T21:29:20.9572741Z Module Size Used by 2025-08-14T21:29:20.9573416Z xt_conntrack 16384 1 2025-08-14T21:29:20.9573759Z nft_chain_nat 16384 3 2025-08-14T21:29:20.9574128Z xt_MASQUERADE 20480 1 2025-08-14T21:29:20.9574528Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2025-08-14T21:29:20.9574964Z nf_conntrack_netlink 57344 0 2025-08-14T21:29:20.9575520Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2025-08-14T21:29:20.9576109Z nf_defrag_ipv6 24576 1 nf_conntrack 2025-08-14T21:29:20.9576536Z nf_defrag_ipv4 16384 1 nf_conntrack 2025-08-14T21:29:20.9576919Z xfrm_user 57344 1 2025-08-14T21:29:20.9577282Z xfrm_algo 16384 1 xfrm_user 2025-08-14T21:29:20.9577672Z xt_addrtype 16384 2 2025-08-14T21:29:20.9578006Z nft_compat 20480 4 2025-08-14T21:29:20.9578421Z nf_tables 311296 57 nft_compat,nft_chain_nat 2025-08-14T21:29:20.9578965Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2025-08-14T21:29:20.9579451Z br_netfilter 36864 0 2025-08-14T21:29:20.9579830Z bridge 323584 1 br_netfilter 2025-08-14T21:29:20.9580226Z stp 16384 1 bridge 2025-08-14T21:29:20.9580614Z llc 16384 2 bridge,stp 2025-08-14T21:29:20.9580980Z overlay 167936 0 2025-08-14T21:29:20.9581323Z tls 139264 0 2025-08-14T21:29:20.9581665Z nls_ascii 16384 1 2025-08-14T21:29:20.9582051Z nls_cp437 20480 1 2025-08-14T21:29:20.9582803Z vfat 24576 1 2025-08-14T21:29:20.9583362Z fat 86016 1 vfat 2025-08-14T21:29:20.9583711Z sunrpc 700416 1 2025-08-14T21:29:20.9584054Z ata_piix 45056 0 2025-08-14T21:29:20.9584410Z libata 405504 1 ata_piix 2025-08-14T21:29:20.9584780Z scsi_mod 290816 1 libata 2025-08-14T21:29:20.9585187Z scsi_common 16384 2 scsi_mod,libata 2025-08-14T21:29:20.9585596Z i8042 45056 0 2025-08-14T21:29:20.9585939Z ghash_clmulni_intel 16384 0 2025-08-14T21:29:20.9586293Z ena 180224 0 2025-08-14T21:29:20.9586638Z serio 28672 3 i8042 2025-08-14T21:29:20.9587005Z button 24576 0 2025-08-14T21:29:20.9587332Z sch_fq_codel 20480 9 2025-08-14T21:29:20.9587675Z dm_mod 188416 0 2025-08-14T21:29:20.9588013Z fuse 184320 1 2025-08-14T21:29:20.9588342Z loop 36864 0 2025-08-14T21:29:20.9588696Z configfs 57344 1 2025-08-14T21:29:20.9589043Z dmi_sysfs 20480 0 2025-08-14T21:29:20.9589373Z crc32_pclmul 16384 0 2025-08-14T21:29:20.9589724Z crc32c_intel 24576 0 2025-08-14T21:29:20.9590077Z + modinfo nvidia 2025-08-14T21:29:20.9594835Z filename: /lib/modules/6.1.141-155.222.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2025-08-14T21:29:20.9595472Z alias: char-major-195-* 2025-08-14T21:29:20.9595850Z version: 570.133.07 2025-08-14T21:29:20.9596203Z supported: external 2025-08-14T21:29:20.9596520Z license: NVIDIA 2025-08-14T21:29:20.9596886Z firmware: nvidia/570.133.07/gsp_tu10x.bin 2025-08-14T21:29:20.9597344Z firmware: nvidia/570.133.07/gsp_ga10x.bin 2025-08-14T21:29:20.9597763Z srcversion: 25054A58F00F738C37A85FA 2025-08-14T21:29:20.9598197Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2025-08-14T21:29:20.9598832Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2025-08-14T21:29:20.9599303Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2025-08-14T21:29:20.9599707Z depends: i2c-core,drm 2025-08-14T21:29:20.9600058Z retpoline: Y 2025-08-14T21:29:20.9600363Z name: nvidia 2025-08-14T21:29:20.9600822Z vermagic: 6.1.141-155.222.amzn2023.x86_64 SMP preempt mod_unload modversions 2025-08-14T21:29:20.9601442Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2025-08-14T21:29:20.9602027Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2025-08-14T21:29:20.9603233Z parm: NVreg_ResmanDebugLevel:int 2025-08-14T21:29:20.9603731Z parm: NVreg_RmLogonRC:int 2025-08-14T21:29:20.9604137Z parm: NVreg_ModifyDeviceFiles:int 2025-08-14T21:29:20.9604563Z parm: NVreg_DeviceFileUID:int 2025-08-14T21:29:20.9604951Z parm: NVreg_DeviceFileGID:int 2025-08-14T21:29:20.9605356Z parm: NVreg_DeviceFileMode:int 2025-08-14T21:29:20.9605842Z parm: NVreg_InitializeSystemMemoryAllocations:int 2025-08-14T21:29:20.9606342Z parm: NVreg_UsePageAttributeTable:int 2025-08-14T21:29:20.9606786Z parm: NVreg_EnablePCIeGen3:int 2025-08-14T21:29:20.9607192Z parm: NVreg_EnableMSI:int 2025-08-14T21:29:20.9607590Z parm: NVreg_EnableStreamMemOPs:int 2025-08-14T21:29:20.9608074Z parm: NVreg_RestrictProfilingToAdminUsers:int 2025-08-14T21:29:20.9608596Z parm: NVreg_PreserveVideoMemoryAllocations:int 2025-08-14T21:29:20.9609079Z parm: NVreg_EnableS0ixPowerManagement:int 2025-08-14T21:29:20.9609631Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2025-08-14T21:29:20.9610166Z parm: NVreg_DynamicPowerManagement:int 2025-08-14T21:29:20.9610719Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2025-08-14T21:29:20.9611243Z parm: NVreg_EnableGpuFirmware:int 2025-08-14T21:29:20.9611698Z parm: NVreg_EnableGpuFirmwareLogs:int 2025-08-14T21:29:20.9612196Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2025-08-14T21:29:20.9612679Z parm: NVreg_EnableUserNUMAManagement:int 2025-08-14T21:29:20.9613130Z parm: NVreg_MemoryPoolSize:int 2025-08-14T21:29:20.9613564Z parm: NVreg_KMallocHeapMaxSize:int 2025-08-14T21:29:20.9613989Z parm: NVreg_VMallocHeapMaxSize:int 2025-08-14T21:29:20.9614424Z parm: NVreg_IgnoreMMIOCheck:int 2025-08-14T21:29:20.9614845Z parm: NVreg_NvLinkDisable:int 2025-08-14T21:29:20.9615309Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2025-08-14T21:29:20.9615782Z parm: NVreg_RegisterPCIDriver:int 2025-08-14T21:29:20.9616222Z parm: NVreg_EnableResizableBar:int 2025-08-14T21:29:20.9616672Z parm: NVreg_EnableDbgBreakpoint:int 2025-08-14T21:29:20.9617113Z parm: NVreg_EnableNonblockingOpen:int 2025-08-14T21:29:20.9617566Z parm: NVreg_RegistryDwords:charp 2025-08-14T21:29:20.9618034Z parm: NVreg_RegistryDwordsPerDevice:charp 2025-08-14T21:29:20.9618456Z parm: NVreg_RmMsg:charp 2025-08-14T21:29:20.9618848Z parm: NVreg_GpuBlacklist:charp 2025-08-14T21:29:20.9619286Z parm: NVreg_TemporaryFilePath:charp 2025-08-14T21:29:20.9619728Z parm: NVreg_ExcludedGpus:charp 2025-08-14T21:29:20.9620135Z parm: NVreg_DmaRemapPeerMmio:int 2025-08-14T21:29:20.9620573Z parm: NVreg_RmNvlinkBandwidth:charp 2025-08-14T21:29:20.9621071Z parm: NVreg_RmNvlinkBandwidthLinkCount:int 2025-08-14T21:29:20.9622023Z parm: NVreg_ImexChannelCount:int 2025-08-14T21:29:20.9622554Z parm: NVreg_CreateImexChannel0:int 2025-08-14T21:29:20.9623017Z parm: NVreg_GrdmaPciTopoCheckOverride:int 2025-08-14T21:29:20.9623453Z parm: rm_firmware_active:charp 2025-08-14T21:29:20.9623853Z + HAS_NVIDIA_DRIVER=0 2025-08-14T21:29:20.9624184Z ++ command -v nvidia-smi 2025-08-14T21:29:20.9624514Z + '[' -x /usr/bin/nvidia-smi ']' 2025-08-14T21:29:20.9624978Z + set +e 2025-08-14T21:29:20.9625406Z ++ nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0 2025-08-14T21:29:23.7842306Z + INSTALLED_DRIVER_VERSION=570.133.07 2025-08-14T21:29:23.7843067Z + NVIDIA_SMI_STATUS=0 2025-08-14T21:29:23.7843599Z + '[' 0 -ne 0 ']' 2025-08-14T21:29:23.7844227Z + '[' 570.133.07 '!=' 525.105.17 ']' 2025-08-14T21:29:23.7845603Z + echo 'NVIDIA driver (570.133.07) has been installed, but we expect to have 525.105.17 instead. Continuing' 2025-08-14T21:29:23.7846415Z + sudo killall nvidia-persistenced 2025-08-14T21:29:23.7860529Z NVIDIA driver (570.133.07) has been installed, but we expect to have 525.105.17 instead. Continuing 2025-08-14T21:29:23.9290740Z nvidia-persistenced: no process found 2025-08-14T21:29:23.9310794Z + true 2025-08-14T21:29:23.9311342Z + set -e 2025-08-14T21:29:23.9311864Z + '[' 0 -eq 0 ']' 2025-08-14T21:29:23.9312461Z + '[' amzn2023 '!=' ubuntu20.04 ']' 2025-08-14T21:29:23.9313274Z + sudo yum groupinstall -y 'Development Tools' 2025-08-14T21:29:24.5512351Z Last metadata expiration check: 0:38:29 ago on Thu Aug 14 20:50:55 2025. 2025-08-14T21:29:24.5969326Z No match for group package "system-rpm-config" 2025-08-14T21:29:24.5989966Z No match for group package "rcs" 2025-08-14T21:29:24.6016575Z No match for group package "pkgconfig" 2025-08-14T21:29:24.6652380Z Dependencies resolved. 2025-08-14T21:29:24.7003725Z ================================================================================ 2025-08-14T21:29:24.7004337Z Package Architecture Version Repository Size 2025-08-14T21:29:24.7004913Z ================================================================================ 2025-08-14T21:29:24.7005313Z Installing Groups: 2025-08-14T21:29:24.7005740Z Development Tools 2025-08-14T21:29:24.7006105Z 2025-08-14T21:29:24.7006251Z Transaction Summary 2025-08-14T21:29:24.7006596Z ================================================================================ 2025-08-14T21:29:24.7006900Z 2025-08-14T21:29:24.9285374Z ================================================================================ 2025-08-14T21:29:24.9285842Z WARNING: 2025-08-14T21:29:24.9286156Z A newer release of "Amazon Linux" is available. 2025-08-14T21:29:24.9286508Z 2025-08-14T21:29:24.9286638Z Available Versions: 2025-08-14T21:29:24.9286838Z 2025-08-14T21:29:24.9286982Z Version 2023.8.20250707: 2025-08-14T21:29:24.9287393Z Run the following command to upgrade to 2023.8.20250707: 2025-08-14T21:29:24.9287741Z 2025-08-14T21:29:24.9287937Z dnf upgrade --releasever=2023.8.20250707 2025-08-14T21:29:24.9288236Z 2025-08-14T21:29:24.9288357Z Release notes: 2025-08-14T21:29:24.9288906Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.8.20250707.html 2025-08-14T21:29:24.9289390Z 2025-08-14T21:29:24.9289517Z Version 2023.8.20250715: 2025-08-14T21:29:24.9289936Z Run the following command to upgrade to 2023.8.20250715: 2025-08-14T21:29:24.9290274Z 2025-08-14T21:29:24.9290471Z dnf upgrade --releasever=2023.8.20250715 2025-08-14T21:29:24.9290754Z 2025-08-14T21:29:24.9290898Z Release notes: 2025-08-14T21:29:24.9291403Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.8.20250715.html 2025-08-14T21:29:24.9291892Z 2025-08-14T21:29:24.9292020Z Version 2023.8.20250721: 2025-08-14T21:29:24.9292440Z Run the following command to upgrade to 2023.8.20250721: 2025-08-14T21:29:24.9292773Z 2025-08-14T21:29:24.9292931Z dnf upgrade --releasever=2023.8.20250721 2025-08-14T21:29:24.9293240Z 2025-08-14T21:29:24.9293359Z Release notes: 2025-08-14T21:29:24.9293881Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.8.20250721.html 2025-08-14T21:29:24.9294350Z 2025-08-14T21:29:24.9294494Z Version 2023.8.20250808: 2025-08-14T21:29:24.9294890Z Run the following command to upgrade to 2023.8.20250808: 2025-08-14T21:29:24.9295237Z 2025-08-14T21:29:24.9295624Z dnf upgrade --releasever=2023.8.20250808 2025-08-14T21:29:24.9295935Z 2025-08-14T21:29:24.9296078Z Release notes: 2025-08-14T21:29:24.9296597Z https://docs.aws.amazon.com/linux/al2023/release-notes/relnotes-2023.8.20250808.html 2025-08-14T21:29:24.9297090Z 2025-08-14T21:29:24.9297257Z ================================================================================ 2025-08-14T21:29:24.9297683Z Complete! 2025-08-14T21:29:24.9800472Z ++ uname -r 2025-08-14T21:29:24.9815811Z + sudo yum install -y 'kernel-devel-uname-r == 6.1.141-155.222.amzn2023.x86_64' 2025-08-14T21:29:25.6170934Z Last metadata expiration check: 0:38:30 ago on Thu Aug 14 20:50:55 2025. 2025-08-14T21:29:25.6482435Z Using '==' operator in reldeps can result in an undefined behavior. It is deprecated and the support will be dropped in future versions. Use '=' operator instead. 2025-08-14T21:29:25.6625297Z Package kernel-devel-6.1.141-155.222.amzn2023.x86_64 is already installed. 2025-08-14T21:29:25.7265278Z Dependencies resolved. 2025-08-14T21:29:25.7618092Z Nothing to do. 2025-08-14T21:29:25.7618953Z Complete! 2025-08-14T21:29:25.8054820Z + sudo modprobe backlight 2025-08-14T21:29:26.0344576Z + sudo curl -fsL -o /tmp/nvidia_driver https://s3.amazonaws.com/ossci-linux/nvidia_driver/NVIDIA-Linux-x86_64-525.105.17.run 2025-08-14T21:29:30.3957050Z + set +e 2025-08-14T21:29:30.3957824Z + sudo /bin/bash /tmp/nvidia_driver -s --no-drm 2025-08-14T21:29:32.1835388Z Verifying archive integrity... OK 2025-08-14T21:30:02.4638438Z Uncompressing NVIDIA Accelerated Graphics Driver for Linux-x86_64 525.105.17................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................................... 2025-08-14T21:30:02.9692395Z 2025-08-14T21:30:02.9695437Z WARNING: The nvidia-drm module will not be installed. As a result, DRM-KMS will not function with this installation of the NVIDIA driver. 2025-08-14T21:30:02.9696181Z 2025-08-14T21:30:33.6663208Z 2025-08-14T21:30:33.6668686Z WARNING: nvidia-installer was forced to guess the X library path '/usr/lib64' and X module path '/usr/lib64/xorg/modules'; these paths were not queryable from the system. If X fails to find the NVIDIA X driver module, please install the `pkg-config` utility and the X.Org SDK/development package for your distribution and reinstall the driver. 2025-08-14T21:30:33.6670280Z 2025-08-14T21:30:33.6686821Z 2025-08-14T21:30:33.6689632Z WARNING: This NVIDIA driver package includes Vulkan components, but no Vulkan ICD loader was detected on this system. The NVIDIA Vulkan ICD will not function without the loader. Most distributions package the Vulkan loader; try installing the "vulkan-loader", "vulkan-icd-loader", or "libvulkan1" package. 2025-08-14T21:30:33.6691631Z 2025-08-14T21:30:46.6860707Z + NVIDIA_INSTALLATION_STATUS=0 2025-08-14T21:30:46.6861166Z + RESET_GPU=0 2025-08-14T21:30:46.6861456Z + '[' 0 -ne 0 ']' 2025-08-14T21:30:46.6864963Z ++ command -v nvidia-smi 2025-08-14T21:30:46.6868415Z + '[' -x /usr/bin/nvidia-smi ']' 2025-08-14T21:30:46.6873387Z ++ nvidia-smi --query-gpu=driver_version --format=csv,noheader --id=0 2025-08-14T21:30:49.3396098Z + INSTALLED_DRIVER_VERSION=525.105.17 2025-08-14T21:30:49.3397004Z + NVIDIA_SMI_STATUS=0 2025-08-14T21:30:49.3397389Z + '[' 0 -ne 0 ']' 2025-08-14T21:30:49.3397671Z + '[' 0 -eq 1 ']' 2025-08-14T21:30:49.3398002Z + sudo rm -fv /tmp/nvidia_driver 2025-08-14T21:30:49.5044647Z removed '/tmp/nvidia_driver' 2025-08-14T21:30:49.5068648Z + set -e 2025-08-14T21:30:49.5072225Z + post_install_nvidia_driver_common 2025-08-14T21:30:49.5076670Z + sudo modprobe nvidia 2025-08-14T21:30:49.7052385Z + echo 'After installing NVIDIA driver' 2025-08-14T21:30:49.7052850Z + lspci 2025-08-14T21:30:49.7053161Z After installing NVIDIA driver 2025-08-14T21:30:49.7248460Z 00:00.0 Host bridge: Intel Corporation 440FX - 82441FX PMC [Natoma] (rev 02) 2025-08-14T21:30:49.7249686Z 00:01.0 ISA bridge: Intel Corporation 82371SB PIIX3 ISA [Natoma/Triton II] 2025-08-14T21:30:49.7250582Z 00:01.1 IDE interface: Intel Corporation 82371SB PIIX3 IDE [Natoma/Triton II] 2025-08-14T21:30:49.7251239Z 00:01.3 Bridge: Intel Corporation 82371AB/EB/MB PIIX4 ACPI (rev 01) 2025-08-14T21:30:49.7251834Z 00:02.0 VGA compatible controller: Cirrus Logic GD 5446 2025-08-14T21:30:49.7252439Z 00:03.0 Ethernet controller: Amazon.com, Inc. Elastic Network Adapter (ENA) 2025-08-14T21:30:49.7253147Z 00:1e.0 VGA compatible controller: NVIDIA Corporation GM204GL [Tesla M60] (rev a1) 2025-08-14T21:30:49.7253867Z 00:1f.0 Unassigned class [ff80]: XenSource, Inc. Xen Platform Device (rev 01) 2025-08-14T21:30:49.7254395Z + lsmod 2025-08-14T21:30:49.7286776Z Module Size Used by 2025-08-14T21:30:49.7287259Z nvidia 56537088 0 2025-08-14T21:30:49.7287936Z drm 602112 1 nvidia 2025-08-14T21:30:49.7288728Z drm_panel_orientation_quirks 32768 1 drm 2025-08-14T21:30:49.7289135Z backlight 24576 1 drm 2025-08-14T21:30:49.7289523Z i2c_core 110592 2 nvidia,drm 2025-08-14T21:30:49.7289932Z xt_conntrack 16384 1 2025-08-14T21:30:49.7290273Z nft_chain_nat 16384 3 2025-08-14T21:30:49.7290629Z xt_MASQUERADE 20480 1 2025-08-14T21:30:49.7291045Z nf_nat 57344 2 nft_chain_nat,xt_MASQUERADE 2025-08-14T21:30:49.7291477Z nf_conntrack_netlink 57344 0 2025-08-14T21:30:49.7292018Z nf_conntrack 184320 4 xt_conntrack,nf_nat,nf_conntrack_netlink,xt_MASQUERADE 2025-08-14T21:30:49.7292595Z nf_defrag_ipv6 24576 1 nf_conntrack 2025-08-14T21:30:49.7293027Z nf_defrag_ipv4 16384 1 nf_conntrack 2025-08-14T21:30:49.7293431Z xfrm_user 57344 1 2025-08-14T21:30:49.7293801Z xfrm_algo 16384 1 xfrm_user 2025-08-14T21:30:49.7294189Z xt_addrtype 16384 2 2025-08-14T21:30:49.7294538Z nft_compat 20480 4 2025-08-14T21:30:49.7294957Z nf_tables 311296 57 nft_compat,nft_chain_nat 2025-08-14T21:30:49.7295520Z nfnetlink 20480 4 nft_compat,nf_conntrack_netlink,nf_tables 2025-08-14T21:30:49.7296006Z br_netfilter 36864 0 2025-08-14T21:30:49.7296393Z bridge 323584 1 br_netfilter 2025-08-14T21:30:49.7296797Z stp 16384 1 bridge 2025-08-14T21:30:49.7297176Z llc 16384 2 bridge,stp 2025-08-14T21:30:49.7297574Z overlay 167936 0 2025-08-14T21:30:49.7297926Z tls 139264 0 2025-08-14T21:30:49.7298295Z nls_ascii 16384 1 2025-08-14T21:30:49.7298628Z nls_cp437 20480 1 2025-08-14T21:30:49.7298975Z vfat 24576 1 2025-08-14T21:30:49.7299324Z fat 86016 1 vfat 2025-08-14T21:30:49.7299674Z sunrpc 700416 1 2025-08-14T21:30:49.7300023Z ata_piix 45056 0 2025-08-14T21:30:49.7301027Z libata 405504 1 ata_piix 2025-08-14T21:30:49.7301909Z scsi_mod 290816 1 libata 2025-08-14T21:30:49.7302647Z scsi_common 16384 2 scsi_mod,libata 2025-08-14T21:30:49.7303293Z i8042 45056 0 2025-08-14T21:30:49.7303652Z ghash_clmulni_intel 16384 0 2025-08-14T21:30:49.7303990Z ena 180224 0 2025-08-14T21:30:49.7304583Z serio 28672 3 i8042 2025-08-14T21:30:49.7304984Z button 24576 0 2025-08-14T21:30:49.7305318Z sch_fq_codel 20480 9 2025-08-14T21:30:49.7305667Z dm_mod 188416 0 2025-08-14T21:30:49.7306010Z fuse 184320 1 2025-08-14T21:30:49.7306394Z loop 36864 0 2025-08-14T21:30:49.7307057Z configfs 57344 1 2025-08-14T21:30:49.7307736Z dmi_sysfs 20480 0 2025-08-14T21:30:49.7308179Z crc32_pclmul 16384 0 2025-08-14T21:30:49.7308535Z crc32c_intel 24576 0 2025-08-14T21:30:49.7309122Z + modinfo nvidia 2025-08-14T21:30:49.7309668Z filename: /lib/modules/6.1.141-155.222.amzn2023.x86_64/kernel/drivers/video/nvidia.ko 2025-08-14T21:30:49.7310271Z firmware: nvidia/525.105.17/gsp_tu10x.bin 2025-08-14T21:30:49.7310721Z firmware: nvidia/525.105.17/gsp_ad10x.bin 2025-08-14T21:30:49.7311147Z alias: char-major-195-* 2025-08-14T21:30:49.7311495Z version: 525.105.17 2025-08-14T21:30:49.7311910Z supported: external 2025-08-14T21:30:49.7312535Z license: NVIDIA 2025-08-14T21:30:49.7313164Z srcversion: 98F82D76E0EF3952EEE57A7 2025-08-14T21:30:49.7313688Z alias: pci:v000010DEd*sv*sd*bc06sc80i00* 2025-08-14T21:30:49.7314152Z alias: pci:v000010DEd*sv*sd*bc03sc02i00* 2025-08-14T21:30:49.7314601Z alias: pci:v000010DEd*sv*sd*bc03sc00i00* 2025-08-14T21:30:49.7315018Z depends: i2c-core,drm 2025-08-14T21:30:49.7315364Z retpoline: Y 2025-08-14T21:30:49.7315667Z name: nvidia 2025-08-14T21:30:49.7316144Z vermagic: 6.1.141-155.222.amzn2023.x86_64 SMP preempt mod_unload modversions 2025-08-14T21:30:49.7316767Z parm: NvSwitchRegDwords:NvSwitch regkey (charp) 2025-08-14T21:30:49.7317353Z parm: NvSwitchBlacklist:NvSwitchBlacklist=uuid[,uuid...] (charp) 2025-08-14T21:30:49.7317889Z parm: NVreg_ResmanDebugLevel:int 2025-08-14T21:30:49.7318311Z parm: NVreg_RmLogonRC:int 2025-08-14T21:30:49.7318727Z parm: NVreg_ModifyDeviceFiles:int 2025-08-14T21:30:49.7319138Z parm: NVreg_DeviceFileUID:int 2025-08-14T21:30:49.7319553Z parm: NVreg_DeviceFileGID:int 2025-08-14T21:30:49.7319969Z parm: NVreg_DeviceFileMode:int 2025-08-14T21:30:49.7320453Z parm: NVreg_InitializeSystemMemoryAllocations:int 2025-08-14T21:30:49.7320953Z parm: NVreg_UsePageAttributeTable:int 2025-08-14T21:30:49.7321405Z parm: NVreg_EnablePCIeGen3:int 2025-08-14T21:30:49.7321816Z parm: NVreg_EnableMSI:int 2025-08-14T21:30:49.7322472Z parm: NVreg_TCEBypassMode:int 2025-08-14T21:30:49.7322917Z parm: NVreg_EnableStreamMemOPs:int 2025-08-14T21:30:49.7323409Z parm: NVreg_RestrictProfilingToAdminUsers:int 2025-08-14T21:30:49.7323919Z parm: NVreg_PreserveVideoMemoryAllocations:int 2025-08-14T21:30:49.7324430Z parm: NVreg_EnableS0ixPowerManagement:int 2025-08-14T21:30:49.7324987Z parm: NVreg_S0ixPowerManagementVideoMemoryThreshold:int 2025-08-14T21:30:49.7325532Z parm: NVreg_DynamicPowerManagement:int 2025-08-14T21:30:49.7326079Z parm: NVreg_DynamicPowerManagementVideoMemoryThreshold:int 2025-08-14T21:30:49.7326634Z parm: NVreg_EnableGpuFirmware:int 2025-08-14T21:30:49.7327090Z parm: NVreg_EnableGpuFirmwareLogs:int 2025-08-14T21:30:49.7327568Z parm: NVreg_OpenRmEnableUnsupportedGpus:int 2025-08-14T21:30:49.7328070Z parm: NVreg_EnableUserNUMAManagement:int 2025-08-14T21:30:49.7328529Z parm: NVreg_MemoryPoolSize:int 2025-08-14T21:30:49.7328959Z parm: NVreg_KMallocHeapMaxSize:int 2025-08-14T21:30:49.7329412Z parm: NVreg_VMallocHeapMaxSize:int 2025-08-14T21:30:49.7329848Z parm: NVreg_IgnoreMMIOCheck:int 2025-08-14T21:30:49.7330264Z parm: NVreg_NvLinkDisable:int 2025-08-14T21:30:49.7330708Z parm: NVreg_EnablePCIERelaxedOrderingMode:int 2025-08-14T21:30:49.7331182Z parm: NVreg_RegisterPCIDriver:int 2025-08-14T21:30:49.7332126Z parm: NVreg_EnableDbgBreakpoint:int 2025-08-14T21:30:49.7332590Z parm: NVreg_RegistryDwords:charp 2025-08-14T21:30:49.7333042Z parm: NVreg_RegistryDwordsPerDevice:charp 2025-08-14T21:30:49.7333484Z parm: NVreg_RmMsg:charp 2025-08-14T21:30:49.7333855Z parm: NVreg_GpuBlacklist:charp 2025-08-14T21:30:49.7334289Z parm: NVreg_TemporaryFilePath:charp 2025-08-14T21:30:49.7334743Z parm: NVreg_ExcludedGpus:charp 2025-08-14T21:30:49.7335149Z parm: NVreg_DmaRemapPeerMmio:int 2025-08-14T21:30:49.7335734Z parm: rm_firmware_active:charp 2025-08-14T21:30:49.7336131Z + set +e 2025-08-14T21:30:49.7336400Z + nvidia-smi 2025-08-14T21:30:51.6032860Z Thu Aug 14 21:30:51 2025 2025-08-14T21:30:51.6033427Z +-----------------------------------------------------------------------------+ 2025-08-14T21:30:51.6034059Z | NVIDIA-SMI 525.105.17 Driver Version: 525.105.17 CUDA Version: 12.0 | 2025-08-14T21:30:51.6034710Z |-------------------------------+----------------------+----------------------+ 2025-08-14T21:30:51.6035324Z | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-08-14T21:30:51.6036000Z | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | 2025-08-14T21:30:51.6036559Z | | | MIG M. | 2025-08-14T21:30:51.6037005Z |===============================+======================+======================| 2025-08-14T21:30:51.6078230Z | 0 Tesla M60 Off | 00000000:00:1E.0 Off | 0 | 2025-08-14T21:30:51.6078841Z | N/A 43C P0 38W / 150W | 0MiB / 7680MiB | 98% Default | 2025-08-14T21:30:51.6079347Z | | | N/A | 2025-08-14T21:30:51.6079855Z +-------------------------------+----------------------+----------------------+ 2025-08-14T21:30:51.6080340Z 2025-08-14T21:30:51.6080836Z +-----------------------------------------------------------------------------+ 2025-08-14T21:30:51.6081369Z | Processes: | 2025-08-14T21:30:51.6081913Z | GPU GI CI PID Type Process name GPU Memory | 2025-08-14T21:30:51.6082430Z | ID ID Usage | 2025-08-14T21:30:51.6082879Z |=============================================================================| 2025-08-14T21:30:51.6083437Z | No running processes found | 2025-08-14T21:30:51.6083996Z +-----------------------------------------------------------------------------+ 2025-08-14T21:30:51.8749404Z + nvidia-smi --query-gpu=gpu_name --format=csv,noheader --id=0 2025-08-14T21:30:53.7523736Z Tesla M60 2025-08-14T21:30:53.9950179Z + NVIDIA_SMI_STATUS=0 2025-08-14T21:30:53.9950623Z + '[' 0 -eq 0 ']' 2025-08-14T21:30:53.9950967Z + echo 'INFO: Ignoring allowed status 0' 2025-08-14T21:30:53.9951343Z + set -e 2025-08-14T21:30:53.9951641Z INFO: Ignoring allowed status 0 2025-08-14T21:30:53.9962115Z == Installing nvidia container toolkit for amzn2023 == 2025-08-14T21:30:53.9966776Z + sudo yum install -y yum-utils 2025-08-14T21:30:54.5857429Z Last metadata expiration check: 0:39:59 ago on Thu Aug 14 20:50:55 2025. 2025-08-14T21:30:54.6202195Z Package dnf-utils-4.3.0-13.amzn2023.0.5.noarch is already installed. 2025-08-14T21:30:54.6854342Z Dependencies resolved. 2025-08-14T21:30:54.7214114Z Nothing to do. 2025-08-14T21:30:54.7214899Z Complete! 2025-08-14T21:30:54.8530761Z + [[ amzn2023 == \a\m\z\n\2\0\2\3 ]] 2025-08-14T21:30:54.8532043Z + YUM_REPO_URL=https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-08-14T21:30:54.8533175Z + sudo yum-config-manager --add-repo https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-08-14T21:30:55.2909730Z Adding repo from: https://nvidia.github.io/libnvidia-container/stable/rpm/nvidia-container-toolkit.repo 2025-08-14T21:30:55.3444146Z + 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 2025-08-14T21:30:55.9754037Z nvidia-container-toolkit 17 kB/s | 833 B 00:00 2025-08-14T21:30:56.0107927Z Package nvidia-container-toolkit-1.17.8-1.x86_64 is already installed. 2025-08-14T21:30:56.0116368Z Package libnvidia-container-tools-1.17.8-1.x86_64 is already installed. 2025-08-14T21:30:56.0122783Z Package libnvidia-container1-1.17.8-1.x86_64 is already installed. 2025-08-14T21:30:56.0133201Z Package nvidia-container-toolkit-base-1.17.8-1.x86_64 is already installed. 2025-08-14T21:30:56.0793587Z Dependencies resolved. 2025-08-14T21:30:56.1154829Z Nothing to do. 2025-08-14T21:30:56.1157398Z Complete! 2025-08-14T21:30:56.1640359Z + sudo systemctl restart docker 2025-08-14T21:31:10.7943836Z Thu Aug 14 21:31:10 2025 2025-08-14T21:31:10.7944389Z +-----------------------------------------------------------------------------+ 2025-08-14T21:31:10.7945035Z | NVIDIA-SMI 525.105.17 Driver Version: 525.105.17 CUDA Version: 12.0 | 2025-08-14T21:31:10.7945655Z |-------------------------------+----------------------+----------------------+ 2025-08-14T21:31:10.7946263Z | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-08-14T21:31:10.7946956Z | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | 2025-08-14T21:31:10.7947543Z | | | MIG M. | 2025-08-14T21:31:10.7947990Z |===============================+======================+======================| 2025-08-14T21:31:10.8023637Z | 0 Tesla M60 On | 00000000:00:1E.0 Off | 0 | 2025-08-14T21:31:10.8024230Z | N/A 44C P0 38W / 150W | 0MiB / 7680MiB | 48% Default | 2025-08-14T21:31:10.8024748Z | | | N/A | 2025-08-14T21:31:10.8025267Z +-------------------------------+----------------------+----------------------+ 2025-08-14T21:31:10.8025745Z 2025-08-14T21:31:10.8026238Z +-----------------------------------------------------------------------------+ 2025-08-14T21:31:10.8026779Z | Processes: | 2025-08-14T21:31:10.8027327Z | GPU GI CI PID Type Process name GPU Memory | 2025-08-14T21:31:10.8027854Z | ID ID Usage | 2025-08-14T21:31:10.8028305Z |=============================================================================| 2025-08-14T21:31:10.8028852Z | No running processes found | 2025-08-14T21:31:10.8029428Z +-----------------------------------------------------------------------------+ 2025-08-14T21:31:10.8523797Z Unable to find image 'public.ecr.aws/docker/library/python:3.13' locally 2025-08-14T21:31:11.1159231Z 3.13: Pulling from docker/library/python 2025-08-14T21:31:11.2125868Z 80b7316254b3: Pulling fs layer 2025-08-14T21:31:11.2126505Z 36e4db86de6e: Pulling fs layer 2025-08-14T21:31:11.2127328Z 8ea45766c644: Pulling fs layer 2025-08-14T21:31:11.2127888Z 3cb1455cf185: Pulling fs layer 2025-08-14T21:31:11.2128250Z 775c3c87ce6e: Pulling fs layer 2025-08-14T21:31:11.2128611Z 363804934c90: Pulling fs layer 2025-08-14T21:31:11.2129145Z f597144abcb3: Pulling fs layer 2025-08-14T21:31:11.2129510Z 775c3c87ce6e: Waiting 2025-08-14T21:31:11.2129824Z 363804934c90: Waiting 2025-08-14T21:31:11.2130116Z 3cb1455cf185: Waiting 2025-08-14T21:31:11.2130436Z f597144abcb3: Waiting 2025-08-14T21:31:11.3995066Z 36e4db86de6e: Verifying Checksum 2025-08-14T21:31:11.3995550Z 36e4db86de6e: Download complete 2025-08-14T21:31:11.5537285Z 80b7316254b3: Verifying Checksum 2025-08-14T21:31:11.5539851Z 80b7316254b3: Download complete 2025-08-14T21:31:11.6427736Z 775c3c87ce6e: Verifying Checksum 2025-08-14T21:31:11.6428227Z 775c3c87ce6e: Download complete 2025-08-14T21:31:11.7072803Z 8ea45766c644: Verifying Checksum 2025-08-14T21:31:11.7073300Z 8ea45766c644: Download complete 2025-08-14T21:31:11.7648460Z f597144abcb3: Verifying Checksum 2025-08-14T21:31:11.7648984Z f597144abcb3: Download complete 2025-08-14T21:31:11.8776409Z 363804934c90: Verifying Checksum 2025-08-14T21:31:11.8777194Z 363804934c90: Download complete 2025-08-14T21:31:12.9107236Z 3cb1455cf185: Verifying Checksum 2025-08-14T21:31:12.9107705Z 3cb1455cf185: Download complete 2025-08-14T21:31:13.8678388Z 80b7316254b3: Pull complete 2025-08-14T21:31:14.7774435Z 36e4db86de6e: Pull complete 2025-08-14T21:31:17.9405243Z 8ea45766c644: Pull complete 2025-08-14T21:31:26.8172488Z 3cb1455cf185: Pull complete 2025-08-14T21:31:27.1706219Z 775c3c87ce6e: Pull complete 2025-08-14T21:31:28.1678331Z 363804934c90: Pull complete 2025-08-14T21:31:28.1903889Z f597144abcb3: Pull complete 2025-08-14T21:31:28.2024020Z Digest: sha256:50cbf8e58ca53a806b99250b1ba2d16c19433e8c42e7eb4ac4ea924b095e280b 2025-08-14T21:31:28.2059068Z Status: Downloaded newer image for public.ecr.aws/docker/library/python:3.13 2025-08-14T21:31:35.8959065Z Thu Aug 14 21:31:35 2025 2025-08-14T21:31:35.8959729Z +-----------------------------------------------------------------------------+ 2025-08-14T21:31:35.8960593Z | NVIDIA-SMI 525.105.17 Driver Version: 525.105.17 CUDA Version: 12.0 | 2025-08-14T21:31:35.8961283Z |-------------------------------+----------------------+----------------------+ 2025-08-14T21:31:35.8962187Z | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | 2025-08-14T21:31:35.8962950Z | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | 2025-08-14T21:31:35.8963692Z | | | MIG M. | 2025-08-14T21:31:35.8964174Z |===============================+======================+======================| 2025-08-14T21:31:35.9045344Z | 0 Tesla M60 On | 00000000:00:1E.0 Off | 0 | 2025-08-14T21:31:35.9045970Z | N/A 43C P8 15W / 150W | 0MiB / 7680MiB | 0% Default | 2025-08-14T21:31:35.9046470Z | | | N/A | 2025-08-14T21:31:35.9046953Z +-------------------------------+----------------------+----------------------+ 2025-08-14T21:31:35.9047462Z 2025-08-14T21:31:35.9047961Z +-----------------------------------------------------------------------------+ 2025-08-14T21:31:35.9048511Z | Processes: | 2025-08-14T21:31:35.9049050Z | GPU GI CI PID Type Process name GPU Memory | 2025-08-14T21:31:35.9049584Z | ID ID Usage | 2025-08-14T21:31:35.9050001Z |=============================================================================| 2025-08-14T21:31:35.9050545Z | No running processes found | 2025-08-14T21:31:35.9051130Z +-----------------------------------------------------------------------------+ 2025-08-14T21:31:36.9929208Z Command completed after 1 attempt(s). 2025-08-14T21:31:37.0054201Z Prepare all required actions 2025-08-14T21:31:37.0094800Z ##[group]Run ./.github/actions/get-workflow-job-id 2025-08-14T21:31:37.0095297Z with: 2025-08-14T21:31:37.0096131Z github-token: *** 2025-08-14T21:31:37.0096505Z env: 2025-08-14T21:31:37.0096811Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:31:37.0097236Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:31:37.0097717Z ##[endgroup] 2025-08-14T21:31:37.0117972Z ##[group]Run set -eux 2025-08-14T21:31:37.0118351Z set -eux 2025-08-14T21:31:37.0118929Z python3 .github/scripts/get_workflow_job_id.py "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-08-14T21:31:37.0133856Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:31:37.0134363Z env: 2025-08-14T21:31:37.0134674Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:31:37.0135097Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:31:37.0135767Z GITHUB_TOKEN: *** 2025-08-14T21:31:37.0136110Z ##[endgroup] 2025-08-14T21:31:37.0186273Z + python3 .github/scripts/get_workflow_job_id.py 16976370303 i-00a742bcce90b8184 2025-08-14T21:31:38.3279093Z Setting output job-id=48128232235 2025-08-14T21:31:38.3279872Z Setting output job-name=linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:31:38.3425153Z ##[group]Run python3 -m pip install psutil==5.9.8 dataclasses_json==0.6.7 nvidia-ml-py==11.525.84 2025-08-14T21:31:38.3426072Z python3 -m pip install psutil==5.9.8 dataclasses_json==0.6.7 nvidia-ml-py==11.525.84 2025-08-14T21:31:38.3427203Z python3 -m tools.stats.monitor --log-interval "$MONITOR_LOG_INTERVAL" --data-collect-interval "$MONITOR_DATA_COLLECT_INTERVAL" > usage_log.txt 2>&1 & 2025-08-14T21:31:38.3428212Z echo "monitor-script-pid=${!}" >> "${GITHUB_OUTPUT}" 2025-08-14T21:31:38.3437837Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:31:38.3438361Z env: 2025-08-14T21:31:38.3438657Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:31:38.3439069Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:31:38.3439527Z JOB_ID: 48128232235 2025-08-14T21:31:38.3440167Z JOB_NAME: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:31:38.3440906Z WORKFLOW_NAME: periodic 2025-08-14T21:31:38.3441245Z WORKFLOW_RUN_ID: 16976370303 2025-08-14T21:31:38.3441606Z MONITOR_LOG_INTERVAL: 5 2025-08-14T21:31:38.3441967Z MONITOR_DATA_COLLECT_INTERVAL: 1 2025-08-14T21:31:38.3442338Z ##[endgroup] 2025-08-14T21:31:38.7331708Z Defaulting to user installation because normal site-packages is not writeable 2025-08-14T21:31:39.1936689Z Collecting psutil==5.9.8 2025-08-14T21:31:39.2132766Z 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) 2025-08-14T21:31:39.3089178Z Collecting dataclasses_json==0.6.7 2025-08-14T21:31:39.3128418Z Downloading dataclasses_json-0.6.7-py3-none-any.whl (28 kB) 2025-08-14T21:31:39.3458157Z Collecting nvidia-ml-py==11.525.84 2025-08-14T21:31:39.3502289Z Downloading nvidia_ml_py-11.525.84-py3-none-any.whl (34 kB) 2025-08-14T21:31:39.5109763Z Collecting marshmallow<4.0.0,>=3.18.0 2025-08-14T21:31:39.5145227Z Downloading marshmallow-3.26.1-py3-none-any.whl (50 kB) 2025-08-14T21:31:39.5420480Z Collecting typing-inspect<1,>=0.4.0 2025-08-14T21:31:39.5459787Z Downloading typing_inspect-0.9.0-py3-none-any.whl (8.8 kB) 2025-08-14T21:31:39.6187129Z Collecting packaging>=17.0 2025-08-14T21:31:39.6230435Z Downloading packaging-25.0-py3-none-any.whl (66 kB) 2025-08-14T21:31:39.6518402Z Collecting mypy-extensions>=0.3.0 2025-08-14T21:31:39.6560945Z Downloading mypy_extensions-1.1.0-py3-none-any.whl (5.0 kB) 2025-08-14T21:31:39.7172954Z Collecting typing-extensions>=3.7.4 2025-08-14T21:31:39.7209785Z Downloading typing_extensions-4.14.1-py3-none-any.whl (43 kB) 2025-08-14T21:31:39.8518368Z Installing collected packages: typing-extensions, packaging, mypy-extensions, typing-inspect, marshmallow, psutil, nvidia-ml-py, dataclasses-json 2025-08-14T21:31:40.2136078Z 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-4.14.1 typing-inspect-0.9.0 2025-08-14T21:31:40.4310347Z Prepare all required actions 2025-08-14T21:31:40.4310844Z Getting action download info 2025-08-14T21:31:40.5808939Z Download action repository 'seemethere/download-artifact-s3@v4' (SHA:1da556a7aa0a088e3153970611f6c432d58e80e6) 2025-08-14T21:31:40.8076924Z Download action repository 'actions/download-artifact@v4' (SHA:d3f86a106a0bac45b974a628896c90dbdf5c8093) 2025-08-14T21:31:41.1551156Z ##[group]Run ./.github/actions/download-build-artifacts 2025-08-14T21:31:41.1551620Z with: 2025-08-14T21:31:41.1551944Z name: linux-jammy-cuda12.4-py3.10-gcc11 2025-08-14T21:31:41.1552343Z s3-bucket: gha-artifacts 2025-08-14T21:31:41.1552680Z env: 2025-08-14T21:31:41.1552959Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:31:41.1553364Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:31:41.1553816Z ##[endgroup] 2025-08-14T21:31:41.1590319Z ##[group]Run seemethere/download-artifact-s3@v4 2025-08-14T21:31:41.1590756Z with: 2025-08-14T21:31:41.1591148Z name: linux-jammy-cuda12.4-py3.10-gcc11 2025-08-14T21:31:41.1591556Z s3-bucket: gha-artifacts 2025-08-14T21:31:41.1591904Z region: us-east-1 2025-08-14T21:31:41.1592203Z env: 2025-08-14T21:31:41.1592465Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:31:41.1592896Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:31:41.1593351Z ##[endgroup] 2025-08-14T21:31:41.7888090Z (node:74290) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-08-14T21:31:41.7888703Z 2025-08-14T21:31:41.7888954Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-08-14T21:31:41.7889615Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-08-14T21:31:41.7890296Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-08-14T21:31:42.1140382Z Found 1 objects with prefix pytorch/pytorch/16976370303/linux-jammy-cuda12.4-py3.10-gcc11/ 2025-08-14T21:31:42.1141335Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-08-14T21:31:49.2582861Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/artifacts.zip 2025-08-14T21:31:49.2592329Z Artifact download has finished successfully 2025-08-14T21:31:49.2818542Z ##[group]Run unzip -o artifacts.zip 2025-08-14T21:31:49.2818972Z unzip -o artifacts.zip 2025-08-14T21:31:49.2826981Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:31:49.2827436Z env: 2025-08-14T21:31:49.2827721Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:31:49.2828146Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:31:49.2828598Z ##[endgroup] 2025-08-14T21:31:49.2907749Z Archive: artifacts.zip 2025-08-14T21:31:49.2909900Z creating: dist/ 2025-08-14T21:31:51.6114711Z inflating: dist/torch-2.9.0a0+git1fc683c-cp310-cp310-linux_x86_64.whl 2025-08-14T21:31:51.6277778Z inflating: dist/.ninja_log 2025-08-14T21:31:51.6278982Z creating: build/custom_test_artifacts/ 2025-08-14T21:31:51.6279903Z creating: build/custom_test_artifacts/custom-op-build/ 2025-08-14T21:31:51.6280566Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/ 2025-08-14T21:31:51.6281299Z creating: build/custom_test_artifacts/custom-op-build/CMakeFiles/pkgRedirects/ 2025-08-14T21:31:51.6290932Z inflating: build/custom_test_artifacts/custom-op-build/CMakeFiles/CMakeConfigureLog.yaml 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2025-08-14T21:32:01.5360064Z inflating: build/bin/KernelFunction_test 2025-08-14T21:32:01.5515856Z inflating: build/bin/kernel_function_legacy_test 2025-08-14T21:32:01.5641914Z inflating: build/bin/kernel_function_test 2025-08-14T21:32:01.5804729Z inflating: build/bin/kernel_lambda_legacy_test 2025-08-14T21:32:01.5937899Z inflating: build/bin/kernel_lambda_test 2025-08-14T21:32:01.6019035Z inflating: build/bin/kernel_stackbased_test 2025-08-14T21:32:01.6145083Z inflating: build/bin/make_boxed_from_unboxed_functor_test 2025-08-14T21:32:01.6214265Z inflating: build/bin/CppSignature_test 2025-08-14T21:32:01.6289537Z inflating: build/bin/backend_fallback_test 2025-08-14T21:32:01.6356903Z inflating: build/bin/op_allowlist_test 2025-08-14T21:32:01.6751903Z inflating: build/bin/op_registration_test 2025-08-14T21:32:01.6841526Z inflating: build/bin/inline_container_test 2025-08-14T21:32:01.6912066Z inflating: build/bin/cuda_allocator_test 2025-08-14T21:32:01.6984530Z inflating: build/bin/cuda_apply_test 2025-08-14T21:32:01.7065700Z inflating: build/bin/cuda_atomic_ops_test 2025-08-14T21:32:01.7142709Z inflating: build/bin/cuda_caching_host_allocator_test 2025-08-14T21:32:01.7235922Z inflating: build/bin/cuda_complex_math_test 2025-08-14T21:32:01.7315999Z inflating: build/bin/cuda_complex_test 2025-08-14T21:32:01.7395444Z inflating: build/bin/cuda_cub_test 2025-08-14T21:32:01.7463488Z inflating: build/bin/cuda_device_test 2025-08-14T21:32:01.7551557Z inflating: build/bin/cuda_distributions_test 2025-08-14T21:32:01.7621453Z inflating: build/bin/cuda_dlconvertor_test 2025-08-14T21:32:01.7689558Z inflating: build/bin/cuda_exchange_device_test 2025-08-14T21:32:01.7766532Z inflating: build/bin/cuda_generator_test 2025-08-14T21:32:01.7835395Z inflating: build/bin/cuda_half_test 2025-08-14T21:32:01.7904938Z inflating: build/bin/cuda_integer_divider_test 2025-08-14T21:32:01.7973216Z inflating: build/bin/cuda_optional_test 2025-08-14T21:32:01.8044297Z inflating: build/bin/cuda_packedtensoraccessor_test 2025-08-14T21:32:01.8115732Z inflating: build/bin/cuda_reportMemoryUsage_test 2025-08-14T21:32:01.8184270Z inflating: build/bin/cuda_allocatorTraceTracker_test 2025-08-14T21:32:01.8266891Z inflating: build/bin/cuda_stream_test 2025-08-14T21:32:01.8338416Z inflating: build/bin/cuda_vectorized_test 2025-08-14T21:32:01.8406008Z inflating: build/bin/cuda_cudnn_test 2025-08-14T21:32:01.8808601Z inflating: build/bin/test_nativert 2025-08-14T21:32:01.8898040Z inflating: build/bin/ProcessGroupGlooTest 2025-08-14T21:32:01.8975269Z inflating: build/bin/ProcessGroupGlooAsyncTest 2025-08-14T21:32:01.9061064Z inflating: build/bin/ProcessGroupNCCLTest 2025-08-14T21:32:02.0442144Z inflating: build/bin/test_jit 2025-08-14T21:32:02.0524362Z inflating: build/bin/ProcessGroupNCCLErrorsTest 2025-08-14T21:32:02.0599475Z inflating: build/bin/test_dist_autograd 2025-08-14T21:32:02.0689947Z inflating: build/bin/test_cpp_rpc 2025-08-14T21:32:02.2136940Z inflating: build/bin/test_api 2025-08-14T21:32:02.2140316Z inflating: build/bin/parallel_benchmark 2025-08-14T21:32:02.2145913Z inflating: build/bin/torch_shm_manager 2025-08-14T21:32:02.2581975Z inflating: build/bin/test_lazy 2025-08-14T21:32:02.2582377Z creating: .additional_ci_files/ 2025-08-14T21:32:02.2680598Z inflating: .additional_ci_files/test-times.json 2025-08-14T21:32:02.3052255Z inflating: .additional_ci_files/test-class-times.json 2025-08-14T21:32:02.3087075Z ##[group]Run rm artifacts.zip 2025-08-14T21:32:02.3087475Z rm artifacts.zip 2025-08-14T21:32:02.3095669Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:02.3096129Z env: 2025-08-14T21:32:02.3096416Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:02.3096851Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:02.3097311Z ##[endgroup] 2025-08-14T21:32:02.3829836Z ##[group]Run df -H 2025-08-14T21:32:02.3830176Z df -H 2025-08-14T21:32:02.3837609Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:02.3838095Z env: 2025-08-14T21:32:02.3838376Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:02.3838801Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:02.3839234Z ##[endgroup] 2025-08-14T21:32:02.3892084Z Filesystem Size Used Avail Use% Mounted on 2025-08-14T21:32:02.3892571Z devtmpfs 4.2M 0 4.2M 0% /dev 2025-08-14T21:32:02.3892998Z tmpfs 65G 0 65G 0% /dev/shm 2025-08-14T21:32:02.3893420Z tmpfs 26G 562k 26G 1% /run 2025-08-14T21:32:02.3893800Z /dev/xvda1 161G 48G 113G 30% / 2025-08-14T21:32:02.3894209Z tmpfs 65G 13k 65G 1% /tmp 2025-08-14T21:32:02.3894726Z /dev/xvda128 11M 1.4M 9.2M 13% /boot/efi 2025-08-14T21:32:02.3895581Z tmpfs 13G 0 13G 0% /run/user/0 2025-08-14T21:32:02.3938154Z Prepare all required actions 2025-08-14T21:32:02.3938854Z Getting action download info 2025-08-14T21:32:02.5390758Z ##[group]Run ./.github/actions/download-td-artifacts 2025-08-14T21:32:02.5391182Z with: 2025-08-14T21:32:02.5391446Z env: 2025-08-14T21:32:02.5391719Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:02.5392126Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:02.5392571Z ##[endgroup] 2025-08-14T21:32:02.5426144Z ##[group]Run seemethere/download-artifact-s3@v4 2025-08-14T21:32:02.5426560Z with: 2025-08-14T21:32:02.5426842Z name: td_results 2025-08-14T21:32:02.5427156Z s3-bucket: gha-artifacts 2025-08-14T21:32:02.5427486Z region: us-east-1 2025-08-14T21:32:02.5427784Z env: 2025-08-14T21:32:02.5428059Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:02.5428482Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:02.5428915Z ##[endgroup] 2025-08-14T21:32:03.1299076Z (node:74314) NOTE: We are formalizing our plans to enter AWS SDK for JavaScript (v2) into maintenance mode in 2023. 2025-08-14T21:32:03.1299730Z 2025-08-14T21:32:03.1299998Z Please migrate your code to use AWS SDK for JavaScript (v3). 2025-08-14T21:32:03.1300655Z For more information, check the migration guide at https://a.co/7PzMCcy 2025-08-14T21:32:03.1301344Z (Use `node --trace-warnings ...` to show where the warning was created) 2025-08-14T21:32:03.2749176Z Found 1 objects with prefix pytorch/pytorch/16976370303/td_results/ 2025-08-14T21:32:03.2750249Z Starting download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2025-08-14T21:32:03.3390191Z Finished download (1/1): /home/ec2-user/actions-runner/_work/pytorch/pytorch/td_results.json 2025-08-14T21:32:03.3398808Z Artifact download has finished successfully 2025-08-14T21:32:03.3597679Z ##[group]Run mkdir -p .additional_ci_files 2025-08-14T21:32:03.3598148Z mkdir -p .additional_ci_files 2025-08-14T21:32:03.3598691Z mv td_results.json .additional_ci_files/td_results.json || true 2025-08-14T21:32:03.3606326Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:03.3606803Z env: 2025-08-14T21:32:03.3607089Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:03.3607499Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:03.3607953Z ##[endgroup] 2025-08-14T21:32:03.3708631Z ##[group]Run .github/scripts/parse_ref.py 2025-08-14T21:32:03.3709394Z .github/scripts/parse_ref.py 2025-08-14T21:32:03.3716529Z shell: /usr/bin/bash -e {0} 2025-08-14T21:32:03.3717100Z env: 2025-08-14T21:32:03.3717438Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:03.3717966Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:03.3718611Z ##[endgroup] 2025-08-14T21:32:03.4023657Z Setting output branch=main 2025-08-14T21:32:03.4176746Z Prepare all required actions 2025-08-14T21:32:03.4177259Z Getting action download info 2025-08-14T21:32:03.5340407Z ##[group]Run ./.github/actions/filter-test-configs 2025-08-14T21:32:03.5340867Z with: 2025-08-14T21:32:03.5341352Z github-token: *** 2025-08-14T21:32:03.5343472Z test-matrix: {"include": [{"config": "legacy_nvidia_driver", "shard": 1, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 2, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 3, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 4, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 5, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}]} 2025-08-14T21:32:03.5345976Z job-name: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:32:03.5346647Z env: 2025-08-14T21:32:03.5346970Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:03.5347386Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:03.5347832Z ##[endgroup] 2025-08-14T21:32:03.5390393Z ##[group]Run nick-fields/retry@v3.0.0 2025-08-14T21:32:03.5390985Z with: 2025-08-14T21:32:03.5391256Z shell: bash 2025-08-14T21:32:03.5391551Z timeout_minutes: 10 2025-08-14T21:32:03.5391849Z max_attempts: 5 2025-08-14T21:32:03.5392154Z retry_wait_seconds: 30 2025-08-14T21:32:03.5393113Z 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 2025-08-14T21:32:03.5394118Z polling_interval_seconds: 1 2025-08-14T21:32:03.5394465Z warning_on_retry: true 2025-08-14T21:32:03.5394799Z continue_on_error: false 2025-08-14T21:32:03.5395127Z env: 2025-08-14T21:32:03.5395386Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:03.5395811Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:03.5396438Z GITHUB_TOKEN: *** 2025-08-14T21:32:03.5396757Z ##[endgroup] 2025-08-14T21:32:03.6704235Z + python3 -m pip install requests==2.27.1 pyyaml==6.0.2 2025-08-14T21:32:04.0009452Z Defaulting to user installation because normal site-packages is not writeable 2025-08-14T21:32:04.1546817Z Collecting requests==2.27.1 2025-08-14T21:32:04.1759332Z Downloading requests-2.27.1-py2.py3-none-any.whl (63 kB) 2025-08-14T21:32:04.3852683Z Collecting pyyaml==6.0.2 2025-08-14T21:32:04.3895947Z Downloading PyYAML-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (737 kB) 2025-08-14T21:32:04.4809455Z Collecting certifi>=2017.4.17 2025-08-14T21:32:04.4851652Z Downloading certifi-2025.8.3-py3-none-any.whl (161 kB) 2025-08-14T21:32:04.4918857Z Requirement already satisfied: idna<4,>=2.5 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (2.10) 2025-08-14T21:32:04.4924530Z Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/lib/python3.9/site-packages (from requests==2.27.1) (1.25.10) 2025-08-14T21:32:04.9711519Z Collecting charset-normalizer~=2.0.0 2025-08-14T21:32:04.9752964Z Downloading charset_normalizer-2.0.12-py3-none-any.whl (39 kB) 2025-08-14T21:32:05.1005395Z Installing collected packages: charset-normalizer, certifi, requests, pyyaml 2025-08-14T21:32:05.2587968Z Successfully installed certifi-2025.8.3 charset-normalizer-2.0.12 pyyaml-6.0.2 requests-2.27.1 2025-08-14T21:32:05.6458709Z Command completed after 1 attempt(s). 2025-08-14T21:32:05.6516382Z ##[group]Run set -x 2025-08-14T21:32:05.6516913Z set -x 2025-08-14T21:32:05.6517210Z  2025-08-14T21:32:05.6517676Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-08-14T21:32:05.6518267Z # in runner workspace 2025-08-14T21:32:05.6518757Z python3 "${GITHUB_ACTION_PATH}/../../scripts/parse_ref.py" 2025-08-14T21:32:05.6526355Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:05.6527072Z env: 2025-08-14T21:32:05.6527482Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:05.6527940Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:05.6528396Z ##[endgroup] 2025-08-14T21:32:05.6562305Z + python3 /home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/filter-test-configs/../../scripts/parse_ref.py 2025-08-14T21:32:05.6819287Z Setting output branch=main 2025-08-14T21:32:05.6885106Z ##[group]Run echo "Workflow: ${GITHUB_WORKFLOW}" 2025-08-14T21:32:05.6885699Z echo "Workflow: ${GITHUB_WORKFLOW}" 2025-08-14T21:32:05.6886126Z echo "Job name: ${JOB_NAME}" 2025-08-14T21:32:05.6886497Z  2025-08-14T21:32:05.6887047Z # Use relative path here as this could be checked out anywhere, not necessarily 2025-08-14T21:32:05.6887631Z # in runner workspace 2025-08-14T21:32:05.6888156Z python3 "${GITHUB_ACTION_PATH}/../../scripts/filter_test_configs.py" \ 2025-08-14T21:32:05.6888755Z  --workflow "${GITHUB_WORKFLOW}" \ 2025-08-14T21:32:05.6889164Z  --job-name "${JOB_NAME}" \ 2025-08-14T21:32:05.6891394Z  --test-matrix "{"include": [{"config": "legacy_nvidia_driver", "shard": 1, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 2, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 3, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 4, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 5, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}]}" \ 2025-08-14T21:32:05.6893852Z  --selected-test-configs "" \ 2025-08-14T21:32:05.6894279Z  --pr-number "${PR_NUMBER}" \ 2025-08-14T21:32:05.6894678Z  --tag "${TAG}" \ 2025-08-14T21:32:05.6895032Z  --event-name "${EVENT_NAME}" \ 2025-08-14T21:32:05.6895447Z  --schedule "${SCHEDULE}" \ 2025-08-14T21:32:05.6895851Z  --branch "${HEAD_BRANCH}" 2025-08-14T21:32:05.6902305Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:05.6902779Z env: 2025-08-14T21:32:05.6903065Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:05.6903484Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:05.6904335Z GITHUB_TOKEN: *** 2025-08-14T21:32:05.6904985Z JOB_NAME: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:32:05.6905661Z PR_NUMBER: 2025-08-14T21:32:05.6905933Z TAG: 2025-08-14T21:32:05.6906211Z EVENT_NAME: schedule 2025-08-14T21:32:05.6906537Z SCHEDULE: 45 4,12,20 * * 1-5 2025-08-14T21:32:05.6906865Z HEAD_BRANCH: main 2025-08-14T21:32:05.6907172Z ##[endgroup] 2025-08-14T21:32:05.6937931Z Workflow: periodic 2025-08-14T21:32:05.6938589Z Job name: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:32:05.9101092Z Setting output keep-going=True 2025-08-14T21:32:05.9101597Z Setting output ci-verbose-test-logs=False 2025-08-14T21:32:05.9102037Z Setting output ci-test-showlocals=False 2025-08-14T21:32:05.9102476Z Setting output ci-no-test-timeout=False 2025-08-14T21:32:05.9102915Z Setting output ci-no-td=False 2025-08-14T21:32:05.9103328Z Setting output ci-td-distributed=False 2025-08-14T21:32:05.9103747Z Setting output is-unstable=False 2025-08-14T21:32:05.9104141Z Setting output reenabled-issues= 2025-08-14T21:32:05.9106702Z Setting output test-matrix={"include": [{"config": "legacy_nvidia_driver", "shard": 1, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 2, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 3, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 4, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 5, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}]} 2025-08-14T21:32:05.9109067Z Setting output is-test-matrix-empty=False 2025-08-14T21:32:05.9272369Z ##[group]Run echo "Filtered matrix:" 2025-08-14T21:32:05.9273198Z echo "Filtered matrix:" 2025-08-14T21:32:05.9277787Z echo "{"include": [{"config": "legacy_nvidia_driver", "shard": 1, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 2, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 3, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 4, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}, {"config": "legacy_nvidia_driver", "shard": 5, "num_shards": 5, "runner": "linux.4xlarge.nvidia.gpu"}]}" 2025-08-14T21:32:05.9282273Z  2025-08-14T21:32:05.9282786Z echo 2025-08-14T21:32:05.9283449Z echo "Is the current job unstable? False" 2025-08-14T21:32:05.9284300Z  2025-08-14T21:32:05.9284792Z echo 2025-08-14T21:32:05.9285434Z echo "Is keep-going label set? True" 2025-08-14T21:32:05.9286233Z  2025-08-14T21:32:05.9286710Z echo 2025-08-14T21:32:05.9287641Z echo "Reenabled issues? " 2025-08-14T21:32:05.9298961Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:05.9299883Z env: 2025-08-14T21:32:05.9300416Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:05.9301235Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:05.9302132Z ##[endgroup] 2025-08-14T21:32:05.9341934Z Filtered matrix: 2025-08-14T21:32:05.9346532Z {include: [{config: legacy_nvidia_driver, shard: 1, num_shards: 5, runner: linux.4xlarge.nvidia.gpu}, {config: legacy_nvidia_driver, shard: 2, num_shards: 5, runner: linux.4xlarge.nvidia.gpu}, {config: legacy_nvidia_driver, shard: 3, num_shards: 5, runner: linux.4xlarge.nvidia.gpu}, {config: legacy_nvidia_driver, shard: 4, num_shards: 5, runner: linux.4xlarge.nvidia.gpu}, {config: legacy_nvidia_driver, shard: 5, num_shards: 5, runner: linux.4xlarge.nvidia.gpu}]} 2025-08-14T21:32:05.9350557Z 2025-08-14T21:32:05.9350869Z Is the current job unstable? False 2025-08-14T21:32:05.9351402Z 2025-08-14T21:32:05.9351694Z Is keep-going label set? True 2025-08-14T21:32:05.9352144Z 2025-08-14T21:32:05.9352392Z Reenabled issues? 2025-08-14T21:32:05.9426870Z ##[group]Run echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-08-14T21:32:05.9428160Z echo "timeout=$((JOB_TIMEOUT-30))" >> "${GITHUB_OUTPUT}" 2025-08-14T21:32:05.9438712Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:05.9439197Z env: 2025-08-14T21:32:05.9439486Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:05.9439893Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:05.9440339Z JOB_TIMEOUT: 240 2025-08-14T21:32:05.9440643Z ##[endgroup] 2025-08-14T21:32:05.9496887Z ##[group]Run env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-08-14T21:32:05.9497580Z env | grep '^GITHUB' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-08-14T21:32:05.9498138Z env | grep '^CI' >> "/tmp/github_env_${GITHUB_RUN_ID}" 2025-08-14T21:32:05.9504859Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-14T21:32:05.9505349Z env: 2025-08-14T21:32:05.9505626Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:05.9506066Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:05.9506519Z ##[endgroup] 2025-08-14T21:32:05.9624906Z ##[group]Run set -x 2025-08-14T21:32:05.9625387Z set -x 2025-08-14T21:32:05.9625667Z  2025-08-14T21:32:05.9626003Z if [[ $TEST_CONFIG == 'multigpu' ]]; then 2025-08-14T21:32:05.9626501Z  TEST_COMMAND=.ci/pytorch/multigpu-test.sh 2025-08-14T21:32:05.9626980Z elif [[ $BUILD_ENVIRONMENT == *onnx* ]]; then 2025-08-14T21:32:05.9627435Z  TEST_COMMAND=.ci/onnx/test.sh 2025-08-14T21:32:05.9627819Z else 2025-08-14T21:32:05.9628146Z  TEST_COMMAND=.ci/pytorch/test.sh 2025-08-14T21:32:05.9628525Z fi 2025-08-14T21:32:05.9628801Z  2025-08-14T21:32:05.9629142Z # Leaving 1GB for the runner and other things 2025-08-14T21:32:05.9629848Z TOTAL_AVAILABLE_MEMORY_IN_GB=$(awk '/MemTotal/ { printf "%.3f \n", $2/1024/1024 - 1 }' /proc/meminfo) 2025-08-14T21:32:05.9630910Z # https://docs.docker.com/engine/containers/resource_constraints/#--memory-swap-details, the 3GB swap 2025-08-14T21:32:05.9632414Z # comes from https://github.com/pytorch/test-infra/pull/6058 2025-08-14T21:32:05.9633510Z TOTAL_MEMORY_WITH_SWAP=$(("${TOTAL_AVAILABLE_MEMORY_IN_GB%.*}" + 3)) 2025-08-14T21:32:05.9634033Z  2025-08-14T21:32:05.9634379Z if [[ ${BUILD_ENVIRONMENT} == *"s390x"* ]]; then 2025-08-14T21:32:05.9634798Z  SHM_OPTS= 2025-08-14T21:32:05.9635119Z  JENKINS_USER= 2025-08-14T21:32:05.9635567Z  # ensure that docker container cleanly exits in 12 hours 2025-08-14T21:32:05.9636143Z  # if for some reason cleanup action doesn't stop container 2025-08-14T21:32:05.9636642Z  # when job is cancelled 2025-08-14T21:32:05.9637040Z  DOCKER_SHELL_CMD="sleep 12h" 2025-08-14T21:32:05.9637691Z else 2025-08-14T21:32:05.9638000Z  SHM_OPTS="--shm-size=${SHM_SIZE}" 2025-08-14T21:32:05.9638430Z  JENKINS_USER="--user jenkins" 2025-08-14T21:32:05.9638834Z  DOCKER_SHELL_CMD= 2025-08-14T21:32:05.9639154Z fi 2025-08-14T21:32:05.9639432Z  2025-08-14T21:32:05.9639854Z # detached container should get cleaned up by teardown_ec2_linux 2025-08-14T21:32:05.9640488Z # TODO: Stop building test binaries as part of the build phase 2025-08-14T21:32:05.9641227Z # Used for GPU_FLAG, SHM_OPTS, JENKINS_USER and DOCKER_SHELL_CMD since that doesn't play nice 2025-08-14T21:32:05.9641883Z # shellcheck disable=SC2086,SC2090 2025-08-14T21:32:05.9642315Z container_name=$(docker run \ 2025-08-14T21:32:05.9642693Z  ${GPU_FLAG:-} \ 2025-08-14T21:32:05.9643077Z  ${SCCACHE_SERVER_PORT_DOCKER_FLAG:-} \ 2025-08-14T21:32:05.9643536Z  -e BUILD_ENVIRONMENT \ 2025-08-14T21:32:05.9643901Z  -e PR_NUMBER \ 2025-08-14T21:32:05.9644253Z  -e GITHUB_ACTIONS \ 2025-08-14T21:32:05.9644625Z  -e GITHUB_REPOSITORY \ 2025-08-14T21:32:05.9645016Z  -e GITHUB_WORKFLOW \ 2025-08-14T21:32:05.9645368Z  -e GITHUB_JOB \ 2025-08-14T21:32:05.9645716Z  -e GITHUB_RUN_ID \ 2025-08-14T21:32:05.9646082Z  -e GITHUB_RUN_NUMBER \ 2025-08-14T21:32:05.9646445Z  -e GITHUB_RUN_ATTEMPT \ 2025-08-14T21:32:05.9646818Z  -e JOB_ID \ 2025-08-14T21:32:05.9647145Z  -e JOB_NAME \ 2025-08-14T21:32:05.9647463Z  -e BASE_SHA \ 2025-08-14T21:32:05.9647796Z  -e BRANCH \ 2025-08-14T21:32:05.9648116Z  -e SHA1 \ 2025-08-14T21:32:05.9648428Z  -e AWS_DEFAULT_REGION \ 2025-08-14T21:32:05.9648810Z  -e IN_WHEEL_TEST \ 2025-08-14T21:32:05.9649166Z  -e SHARD_NUMBER \ 2025-08-14T21:32:05.9649536Z  -e TEST_CONFIG \ 2025-08-14T21:32:05.9649877Z  -e NUM_TEST_SHARDS \ 2025-08-14T21:32:05.9650248Z  -e REENABLED_ISSUES \ 2025-08-14T21:32:05.9650636Z  -e CONTINUE_THROUGH_ERROR \ 2025-08-14T21:32:05.9651191Z  -e VERBOSE_TEST_LOGS \ 2025-08-14T21:32:05.9651596Z  -e TEST_SHOWLOCALS \ 2025-08-14T21:32:05.9651967Z  -e NO_TEST_TIMEOUT \ 2025-08-14T21:32:05.9652309Z  -e NO_TD \ 2025-08-14T21:32:05.9652637Z  -e TD_DISTRIBUTED \ 2025-08-14T21:32:05.9653004Z  -e PR_LABELS \ 2025-08-14T21:32:05.9653389Z  -e MAX_JOBS="$(nproc --ignore=2)" \ 2025-08-14T21:32:05.9653795Z  -e SCCACHE_BUCKET \ 2025-08-14T21:32:05.9654162Z  -e SCCACHE_REGION \ 2025-08-14T21:32:05.9654514Z  -e XLA_CUDA \ 2025-08-14T21:32:05.9654869Z  -e XLA_CLANG_CACHE_S3_BUCKET_NAME \ 2025-08-14T21:32:05.9655325Z  -e PYTORCH_TEST_CUDA_MEM_LEAK_CHECK \ 2025-08-14T21:32:05.9655802Z  -e PYTORCH_TEST_RERUN_DISABLED_TESTS \ 2025-08-14T21:32:05.9656260Z  -e SKIP_SCCACHE_INITIALIZATION=1 \ 2025-08-14T21:32:05.9656691Z  -e HUGGING_FACE_HUB_TOKEN \ 2025-08-14T21:32:05.9657118Z  -e SCRIBE_GRAPHQL_ACCESS_TOKEN \ 2025-08-14T21:32:05.9657531Z  -e DASHBOARD_TAG \ 2025-08-14T21:32:05.9657881Z  -e ARTIFACTS_FILE_SUFFIX \ 2025-08-14T21:32:05.9658336Z  --memory="${TOTAL_AVAILABLE_MEMORY_IN_GB%.*}g" \ 2025-08-14T21:32:05.9658859Z  --memory-swap="${TOTAL_MEMORY_WITH_SWAP}g" \ 2025-08-14T21:32:05.9659357Z  --env-file="/tmp/github_env_${GITHUB_RUN_ID}" \ 2025-08-14T21:32:05.9659849Z  --security-opt seccomp=unconfined \ 2025-08-14T21:32:05.9660281Z  --cap-add=SYS_PTRACE \ 2025-08-14T21:32:05.9660656Z  --ipc=host \ 2025-08-14T21:32:05.9660972Z  ${SHM_OPTS} \ 2025-08-14T21:32:05.9661297Z  --tty \ 2025-08-14T21:32:05.9661604Z  --detach \ 2025-08-14T21:32:05.9662041Z  --name="${container_name}" \ 2025-08-14T21:32:05.9662441Z  ${JENKINS_USER} \ 2025-08-14T21:32:05.9662880Z  -v "${GITHUB_WORKSPACE}:/var/lib/jenkins/workspace" \ 2025-08-14T21:32:05.9663369Z  -w /var/lib/jenkins/workspace \ 2025-08-14T21:32:05.9663783Z  "${DOCKER_IMAGE}" \ 2025-08-14T21:32:05.9664146Z  ${DOCKER_SHELL_CMD} 2025-08-14T21:32:05.9664472Z ) 2025-08-14T21:32:05.9664851Z # Propagate download.pytorch.org IP to container 2025-08-14T21:32:05.9665664Z grep download.pytorch.org /etc/hosts | docker exec -i "${container_name}" sudo bash -c "/bin/cat >> /etc/hosts" 2025-08-14T21:32:05.9666516Z echo "DOCKER_CONTAINER_ID=${container_name}" >> "${GITHUB_ENV}" 2025-08-14T21:32:05.9667004Z  2025-08-14T21:32:05.9667351Z if [[ ${BUILD_ENVIRONMENT} == *"s390x"* ]]; then 2025-08-14T21:32:05.9668054Z  docker exec -t "${container_name}" sh -c "python3 -m pip install -r .ci/docker/requirements-ci.txt" 2025-08-14T21:32:05.9668700Z fi 2025-08-14T21:32:05.9668964Z  2025-08-14T21:32:05.9669573Z docker exec -t "${container_name}" sh -c "python3 -m pip install $(echo dist/*.whl)[opt-einsum] && ${TEST_COMMAND}" 2025-08-14T21:32:05.9676319Z shell: /usr/bin/bash -e {0} 2025-08-14T21:32:05.9676661Z env: 2025-08-14T21:32:05.9676951Z GIT_DEFAULT_BRANCH: main 2025-08-14T21:32:05.9677381Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:05.9677903Z BUILD_ENVIRONMENT: linux-jammy-cuda12.4-py3.10-gcc11 2025-08-14T21:32:05.9678351Z PR_NUMBER: 2025-08-14T21:32:05.9678672Z GITHUB_REPOSITORY: pytorch/pytorch 2025-08-14T21:32:05.9679061Z GITHUB_WORKFLOW: periodic 2025-08-14T21:32:05.9679417Z GITHUB_JOB: test 2025-08-14T21:32:05.9679730Z GITHUB_RUN_ID: 16976370303 2025-08-14T21:32:05.9680062Z GITHUB_RUN_NUMBER: 17921 2025-08-14T21:32:05.9680403Z GITHUB_RUN_ATTEMPT: 1 2025-08-14T21:32:05.9680741Z JOB_ID: 48128232235 2025-08-14T21:32:05.9681365Z JOB_NAME: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:32:05.9682089Z BRANCH: main 2025-08-14T21:32:05.9682584Z SHA1: 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:05.9683078Z BASE_SHA: 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:05.9683550Z TEST_CONFIG: legacy_nvidia_driver 2025-08-14T21:32:05.9683949Z SHARD_NUMBER: 3 2025-08-14T21:32:05.9684275Z NUM_TEST_SHARDS: 5 2025-08-14T21:32:05.9684592Z REENABLED_ISSUES: 2025-08-14T21:32:05.9684948Z CONTINUE_THROUGH_ERROR: True 2025-08-14T21:32:05.9685334Z VERBOSE_TEST_LOGS: False 2025-08-14T21:32:05.9685687Z TEST_SHOWLOCALS: False 2025-08-14T21:32:05.9686052Z NO_TEST_TIMEOUT: False 2025-08-14T21:32:05.9686395Z NO_TD: False 2025-08-14T21:32:05.9686691Z TD_DISTRIBUTED: False 2025-08-14T21:32:05.9687116Z SCCACHE_BUCKET: ossci-compiler-cache-circleci-v2 2025-08-14T21:32:05.9687606Z SCCACHE_REGION: us-east-1 2025-08-14T21:32:05.9687947Z SHM_SIZE: 2g 2025-08-14T21:32:05.9688952Z DOCKER_IMAGE: 308535385114.dkr.ecr.us-east-1.amazonaws.com/pytorch/ci-image:pytorch-linux-jammy-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:32:05.9690045Z XLA_CUDA: 2025-08-14T21:32:05.9690517Z XLA_CLANG_CACHE_S3_BUCKET_NAME: ossci-compiler-clang-cache-circleci-xla 2025-08-14T21:32:05.9691095Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK: 0 2025-08-14T21:32:05.9691529Z PYTORCH_TEST_RERUN_DISABLED_TESTS: 0 2025-08-14T21:32:05.9691937Z DASHBOARD_TAG: 2025-08-14T21:32:05.9692468Z HUGGING_FACE_HUB_TOKEN: *** 2025-08-14T21:32:05.9693001Z SCRIBE_GRAPHQL_ACCESS_TOKEN: *** 2025-08-14T21:32:05.9693658Z ARTIFACTS_FILE_SUFFIX: test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-14T21:32:05.9694341Z ##[endgroup] 2025-08-14T21:32:05.9724464Z + [[ legacy_nvidia_driver == \m\u\l\t\i\g\p\u ]] 2025-08-14T21:32:05.9724975Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *onnx* ]] 2025-08-14T21:32:05.9725577Z + TEST_COMMAND=.ci/pytorch/test.sh 2025-08-14T21:32:05.9728549Z ++ awk '/MemTotal/ { printf "%.3f \n", $2/1024/1024 - 1 }' /proc/meminfo 2025-08-14T21:32:05.9754175Z + TOTAL_AVAILABLE_MEMORY_IN_GB='118.855 ' 2025-08-14T21:32:05.9754615Z + TOTAL_MEMORY_WITH_SWAP=121 2025-08-14T21:32:05.9755052Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *\s\3\9\0\x* ]] 2025-08-14T21:32:05.9755501Z + SHM_OPTS=--shm-size=2g 2025-08-14T21:32:05.9755854Z + JENKINS_USER='--user jenkins' 2025-08-14T21:32:05.9756208Z + DOCKER_SHELL_CMD= 2025-08-14T21:32:05.9765380Z +++ nproc --ignore=2 2025-08-14T21:32:05.9797475Z ++ 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 SCRIBE_GRAPHQL_ACCESS_TOKEN -e DASHBOARD_TAG -e ARTIFACTS_FILE_SUFFIX --memory=118g --memory-swap=121g --env-file=/tmp/github_env_16976370303 --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-cuda12.4-cudnn9-py3-gcc11-bfa89110622ba7202628e9faac705f183070defe 2025-08-14T21:32:17.2939171Z + container_name=1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-14T21:32:17.2944866Z + grep download.pytorch.org /etc/hosts 2025-08-14T21:32:17.2946754Z + docker exec -i 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 sudo bash -c '/bin/cat >> /etc/hosts' 2025-08-14T21:32:17.4171518Z + echo DOCKER_CONTAINER_ID=1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-14T21:32:17.4172339Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *\s\3\9\0\x* ]] 2025-08-14T21:32:17.4176544Z ++ echo dist/torch-2.9.0a0+git1fc683c-cp310-cp310-linux_x86_64.whl 2025-08-14T21:32:17.4179971Z + docker exec -t 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 sh -c 'python3 -m pip install dist/torch-2.9.0a0+git1fc683c-cp310-cp310-linux_x86_64.whl[opt-einsum] && .ci/pytorch/test.sh' 2025-08-14T21:32:17.9662962Z Processing ./dist/torch-2.9.0a0+git1fc683c-cp310-cp310-linux_x86_64.whl (from torch==2.9.0a0+git1fc683c) 2025-08-14T21:32:19.0415886Z Requirement already satisfied: filelock in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (3.18.0) 2025-08-14T21:32:19.0421898Z Requirement already satisfied: typing-extensions>=4.10.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (4.14.1) 2025-08-14T21:32:19.0429608Z Requirement already satisfied: sympy>=1.13.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (1.13.3) 2025-08-14T21:32:19.0437900Z Requirement already satisfied: networkx>=2.5.1 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (2.8.8) 2025-08-14T21:32:19.0444248Z Requirement already satisfied: jinja2 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (3.1.6) 2025-08-14T21:32:19.0452494Z Requirement already satisfied: fsspec>=0.8.5 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (2025.5.1) 2025-08-14T21:32:19.0474535Z Requirement already satisfied: opt-einsum>=3.3 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (3.3.0) 2025-08-14T21:32:19.1037755Z Requirement already satisfied: numpy>=1.7 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from opt-einsum>=3.3->torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (1.22.4) 2025-08-14T21:32:19.1068366Z Requirement already satisfied: mpmath<1.4,>=1.1.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from sympy>=1.13.3->torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (1.3.0) 2025-08-14T21:32:19.1159045Z Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/envs/py_3.10/lib/python3.10/site-packages (from jinja2->torch==2.9.0a0+git1fc683c->torch==2.9.0a0+git1fc683c) (3.0.2) 2025-08-14T21:32:19.6772103Z Installing collected packages: torch 2025-08-14T21:32:34.0823582Z Successfully installed torch-2.9.0a0+git1fc683c 2025-08-14T21:32:34.1490316Z + export TERM=vt100 2025-08-14T21:32:34.1490738Z + TERM=vt100 2025-08-14T21:32:34.1493351Z ++ dirname .ci/pytorch/test.sh 2025-08-14T21:32:34.1503677Z + source .ci/pytorch/common.sh 2025-08-14T21:32:34.1508057Z +++ dirname .ci/pytorch/common.sh 2025-08-14T21:32:34.1517373Z ++ source .ci/pytorch/common_utils.sh 2025-08-14T21:32:34.1519377Z +++ declare -f -t trap_add 2025-08-14T21:32:34.1525670Z ++ set -ex -o pipefail 2025-08-14T21:32:34.1526334Z ++ [[ linux-jammy-cuda12.4-py3.10-gcc11 == *rocm* ]] 2025-08-14T21:32:34.1526791Z ++ BUILD_TEST_LIBTORCH=0 2025-08-14T21:32:34.1530418Z ++ dirname .ci/pytorch/test.sh 2025-08-14T21:32:34.1540592Z + source .ci/pytorch/common-build.sh 2025-08-14T21:32:34.1542665Z ++ [[ linux-jammy-cuda12.4-py3.10-gcc11 != *win-* ]] 2025-08-14T21:32:34.1550290Z ++++ dirname .ci/pytorch/common-build.sh 2025-08-14T21:32:34.1560015Z +++ cd .ci/pytorch 2025-08-14T21:32:34.1560345Z +++ pwd -P 2025-08-14T21:32:34.1563793Z ++ script_dir=/var/lib/jenkins/workspace/.ci/pytorch 2025-08-14T21:32:34.1564860Z ++ [[ linux-jammy-cuda12.4-py3.10-gcc11 == *-pch* ]] 2025-08-14T21:32:34.1565554Z ++ which sccache 2025-08-14T21:32:34.1588247Z ++ [[ -z ossci-compiler-cache-circleci-v2 ]] 2025-08-14T21:32:34.1604629Z ++ sccache --stop-server 2025-08-14T21:32:34.1621781Z ++ true 2025-08-14T21:32:34.1622152Z ++ rm -f /var/lib/jenkins/sccache_error.log 2025-08-14T21:32:34.1633516Z ++ trap_add sccache_epilogue EXIT 2025-08-14T21:32:34.1633944Z ++ trap_add_cmd=sccache_epilogue 2025-08-14T21:32:34.1634304Z ++ shift 2025-08-14T21:32:34.1634581Z ++ for trap_add_name in "$@" 2025-08-14T21:32:34.1642961Z ++++ trap -p EXIT 2025-08-14T21:32:34.1646154Z +++ eval 'extract_trap_cmd ' 2025-08-14T21:32:34.1646524Z ++++ extract_trap_cmd 2025-08-14T21:32:34.1646987Z ++++ printf '%s\n' '' 2025-08-14T21:32:34.1647609Z +++ printf '%s\n' sccache_epilogue 2025-08-14T21:32:34.1649184Z ++ trap -- ' 2025-08-14T21:32:34.1649520Z sccache_epilogue' EXIT 2025-08-14T21:32:34.1649845Z ++ [[ -n 1 ]] 2025-08-14T21:32:34.1650329Z ++ echo 'Skipping sccache server initialization, setting environment variables' 2025-08-14T21:32:34.1651060Z Skipping sccache server initialization, setting environment variables 2025-08-14T21:32:34.1651624Z ++ export SCCACHE_IDLE_TIMEOUT=0 2025-08-14T21:32:34.1652014Z ++ SCCACHE_IDLE_TIMEOUT=0 2025-08-14T21:32:34.1652460Z ++ export SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-08-14T21:32:34.1653017Z ++ SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-08-14T21:32:34.1653513Z ++ export RUST_LOG=sccache::server=error 2025-08-14T21:32:34.1653907Z ++ RUST_LOG=sccache::server=error 2025-08-14T21:32:34.1654282Z ++ sccache --zero-stats 2025-08-14T21:32:34.2958209Z Statistics zeroed. 2025-08-14T21:32:34.2963789Z ++ which ccache 2025-08-14T21:32:34.2990926Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *rocm* ]] 2025-08-14T21:32:34.2991473Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *s390x* ]] 2025-08-14T21:32:34.2991949Z + [[ -d /var/lib/jenkins/workspace ]] 2025-08-14T21:32:34.2994546Z ++ stat -c %u /var/lib/jenkins/workspace 2025-08-14T21:32:34.3010704Z + WORKSPACE_ORIGINAL_OWNER_ID=1000 2025-08-14T21:32:34.3011286Z + trap_add cleanup_workspace EXIT 2025-08-14T21:32:34.3011688Z + trap_add_cmd=cleanup_workspace 2025-08-14T21:32:34.3012183Z + shift 2025-08-14T21:32:34.3012575Z + for trap_add_name in "$@" 2025-08-14T21:32:34.3021287Z +++ trap -p EXIT 2025-08-14T21:32:34.3024366Z ++ eval 'extract_trap_cmd trap -- '\'' 2025-08-14T21:32:34.3025148Z sccache_epilogue'\'' EXIT' 2025-08-14T21:32:34.3025652Z +++ extract_trap_cmd trap -- ' 2025-08-14T21:32:34.3026001Z sccache_epilogue' EXIT 2025-08-14T21:32:34.3026333Z +++ printf '%s\n' ' 2025-08-14T21:32:34.3026799Z sccache_epilogue' 2025-08-14T21:32:34.3027344Z ++ printf '%s\n' cleanup_workspace 2025-08-14T21:32:34.3028503Z + trap -- ' 2025-08-14T21:32:34.3028800Z sccache_epilogue 2025-08-14T21:32:34.3029109Z cleanup_workspace' EXIT 2025-08-14T21:32:34.3029509Z + sudo chown -R jenkins /var/lib/jenkins/workspace 2025-08-14T21:32:35.1655074Z + git config --global --add safe.directory /var/lib/jenkins/workspace 2025-08-14T21:32:35.1678144Z + echo 'Environment variables:' 2025-08-14T21:32:35.1678545Z Environment variables: 2025-08-14T21:32:35.1678869Z + env 2025-08-14T21:32:35.1690527Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-08-14T21:32:35.1691609Z CONTINUE_THROUGH_ERROR=True 2025-08-14T21:32:35.1692391Z BUILD_ENVIRONMENT=linux-jammy-cuda12.4-py3.10-gcc11 2025-08-14T21:32:35.1693262Z HOSTNAME=1644b1189451 2025-08-14T21:32:35.1694722Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1695585Z GITHUB_ACTION=__run_2 2025-08-14T21:32:35.1695939Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-08-14T21:32:35.1696326Z GITHUB_RUN_NUMBER=17921 2025-08-14T21:32:35.1696674Z TEST_CONFIG=legacy_nvidia_driver 2025-08-14T21:32:35.1697048Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-08-14T21:32:35.1697461Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2025-08-14T21:32:35.1697861Z SCCACHE_IDLE_TIMEOUT=0 2025-08-14T21:32:35.1698748Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2025-08-14T21:32:35.1699166Z GITHUB_TRIGGERING_ACTOR=huydhn 2025-08-14T21:32:35.1699531Z GITHUB_REF_TYPE=branch 2025-08-14T21:32:35.1699851Z TORCH_CUDA_ARCH_LIST=Maxwell 2025-08-14T21:32:35.1700534Z BASE_SHA=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1700994Z XLA_CUDA= 2025-08-14T21:32:35.1701274Z NCCL_LIB_DIR=/usr/local/cuda/lib64/ 2025-08-14T21:32:35.1701813Z HUGGING_FACE_HUB_TOKEN=*** 2025-08-14T21:32:35.1706069Z *** 2025-08-14T21:32:35.1706386Z GITHUB_REPOSITORY_ID=65600975 2025-08-14T21:32:35.1706734Z GITHUB_ACTIONS=true 2025-08-14T21:32:35.1707065Z NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:35.1707505Z SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-08-14T21:32:35.1707976Z SHA1=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1708443Z GITHUB_SHA=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1709087Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/periodic.yml@refs/heads/main 2025-08-14T21:32:35.1709702Z UCC_HOME=/usr 2025-08-14T21:32:35.1709988Z VERBOSE_TEST_LOGS=False 2025-08-14T21:32:35.1710332Z GITHUB_REF=refs/heads/main 2025-08-14T21:32:35.1710686Z SHARD_NUMBER=3 2025-08-14T21:32:35.1711579Z GITHUB_REF_PROTECTED=true 2025-08-14T21:32:35.1711942Z HOME=/var/lib/jenkins 2025-08-14T21:32:35.1712318Z GITHUB_API_URL=https://api.github.com 2025-08-14T21:32:35.1712730Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-08-14T21:32:35.1713190Z UCX_COMMIT=7bb2722ff2187a0cad557ae4a6afa090569f83fb 2025-08-14T21:32:35.1713630Z USE_SYSTEM_NCCL=1 2025-08-14T21:32:35.1713921Z NUM_TEST_SHARDS=5 2025-08-14T21:32:35.1714222Z UCX_HOME=/usr 2025-08-14T21:32:35.1714916Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1716030Z JOB_NAME=linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:32:35.1717058Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1718320Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2025-08-14T21:32:35.1718945Z GITHUB_EVENT_NAME=schedule 2025-08-14T21:32:35.1719283Z DASHBOARD_TAG= 2025-08-14T21:32:35.1719591Z GITHUB_RUN_ID=16976370303 2025-08-14T21:32:35.1719940Z INSTALLED_OPENBLAS= 2025-08-14T21:32:35.1720677Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1721487Z GITHUB_ACTOR=huydhn 2025-08-14T21:32:35.1721797Z PR_NUMBER= 2025-08-14T21:32:35.1722080Z DESIRED_CUDA=12.4 2025-08-14T21:32:35.1722371Z GITHUB_RUN_ATTEMPT=1 2025-08-14T21:32:35.1722711Z ANACONDA_PYTHON_VERSION=3.10 2025-08-14T21:32:35.1723695Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-08-14T21:32:35.1724118Z TERM=vt100 2025-08-14T21:32:35.1724400Z INSTALLED_VISION=yes 2025-08-14T21:32:35.1724711Z BRANCH=main 2025-08-14T21:32:35.1724997Z SCCACHE_REGION=us-east-1 2025-08-14T21:32:35.1725380Z OPENSSL_ROOT_DIR=/opt/openssl 2025-08-14T21:32:35.1725742Z CUDA_PATH=/usr/local/cuda 2025-08-14T21:32:35.1726381Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2025-08-14T21:32:35.1727067Z GITHUB_SERVER_URL=https://github.com 2025-08-14T21:32:35.1727523Z UCC_COMMIT=20eae37090a4ce1b32bcce6144ccad0b49943e0b 2025-08-14T21:32:35.1727963Z REENABLED_ISSUES= 2025-08-14T21:32:35.1728242Z DOCS= 2025-08-14T21:32:35.1728500Z SHLVL=1 2025-08-14T21:32:35.1728766Z MAX_JOBS=14 2025-08-14T21:32:35.1729033Z GITHUB_ACTOR_ID=475357 2025-08-14T21:32:35.1729457Z GITHUB_WORKFLOW_SHA=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1729946Z GITHUB_REF_NAME=main 2025-08-14T21:32:35.1730407Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2025-08-14T21:32:35.1730940Z GITHUB_JOB=test 2025-08-14T21:32:35.1731243Z NO_TEST_TIMEOUT=False 2025-08-14T21:32:35.1731890Z TD_DISTRIBUTED=False 2025-08-14T21:32:35.1732273Z GITHUB_REPOSITORY=pytorch/pytorch 2025-08-14T21:32:35.1732662Z GITHUB_RETENTION_DAYS=90 2025-08-14T21:32:35.1733009Z OPENSSL_DIR=/opt/openssl 2025-08-14T21:32:35.1733338Z GITHUB_ACTION_REPOSITORY= 2025-08-14T21:32:35.1734585Z 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 2025-08-14T21:32:35.1735577Z GITHUB_BASE_REF= 2025-08-14T21:32:35.1735865Z INSTALLED_ACL= 2025-08-14T21:32:35.1736454Z ARTIFACTS_FILE_SUFFIX=test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-14T21:32:35.1737076Z CI=true 2025-08-14T21:32:35.1737358Z GITHUB_REPOSITORY_OWNER=pytorch 2025-08-14T21:32:35.1737781Z RUST_LOG=sccache::server=error 2025-08-14T21:32:35.1738385Z JOB_ID=48128232235 2025-08-14T21:32:35.1739015Z GITHUB_HEAD_REF= 2025-08-14T21:32:35.1739326Z GITHUB_ACTION_REF= 2025-08-14T21:32:35.1739708Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2025-08-14T21:32:35.1740174Z TEST_SHOWLOCALS=False 2025-08-14T21:32:35.1740497Z GITHUB_WORKFLOW=periodic 2025-08-14T21:32:35.1740855Z DEBIAN_FRONTEND=noninteractive 2025-08-14T21:32:35.1741628Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1742381Z NO_TD=False 2025-08-14T21:32:35.1742689Z SKIP_SCCACHE_INITIALIZATION=1 2025-08-14T21:32:35.1743085Z NCCL_INCLUDE_DIR=/usr/local/cuda/include/ 2025-08-14T21:32:35.1743466Z _=/usr/bin/env 2025-08-14T21:32:35.1743875Z ++ python -c 'import site; print(site.getsitepackages()[0])' 2025-08-14T21:32:35.1902050Z + TORCH_INSTALL_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch 2025-08-14T21:32:35.1903492Z + TORCH_BIN_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/bin 2025-08-14T21:32:35.1904529Z + TORCH_LIB_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/lib 2025-08-14T21:32:35.1905321Z + TORCH_TEST_DIR=/opt/conda/envs/py_3.10/lib/python3.10/site-packages/torch/test 2025-08-14T21:32:35.1906124Z + BUILD_DIR=build 2025-08-14T21:32:35.1906432Z + BUILD_RENAMED_DIR=build_renamed 2025-08-14T21:32:35.1906814Z + BUILD_BIN_DIR=build/bin 2025-08-14T21:32:35.1907151Z + SHARD_NUMBER=3 2025-08-14T21:32:35.1907445Z + NUM_TEST_SHARDS=5 2025-08-14T21:32:35.1907784Z + export TORCH_SERIALIZATION_DEBUG=1 2025-08-14T21:32:35.1908185Z + TORCH_SERIALIZATION_DEBUG=1 2025-08-14T21:32:35.1908525Z + export VALGRIND=ON 2025-08-14T21:32:35.1908842Z + VALGRIND=ON 2025-08-14T21:32:35.1909402Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *clang9* ]] 2025-08-14T21:32:35.1910299Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *xpu* ]] 2025-08-14T21:32:35.1910788Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *s390x* ]] 2025-08-14T21:32:35.1911209Z + [[ 0 == \1 ]] 2025-08-14T21:32:35.1911501Z + [[ True == \1 ]] 2025-08-14T21:32:35.1911848Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *bazel* ]] 2025-08-14T21:32:35.1912316Z ++ realpath build/custom_test_artifacts 2025-08-14T21:32:35.1921705Z + CUSTOM_TEST_ARTIFACT_BUILD_DIR=/var/lib/jenkins/workspace/build/custom_test_artifacts 2025-08-14T21:32:35.1922573Z + [[ -n '' ]] 2025-08-14T21:32:35.1922874Z + echo 'Environment variables' 2025-08-14T21:32:35.1923242Z Environment variables 2025-08-14T21:32:35.1923552Z + env 2025-08-14T21:32:35.1943985Z GITHUB_WORKSPACE=/home/ec2-user/actions-runner/_work/pytorch/pytorch 2025-08-14T21:32:35.1944916Z CONTINUE_THROUGH_ERROR=True 2025-08-14T21:32:35.1945743Z BUILD_ENVIRONMENT=linux-jammy-cuda12.4-py3.10-gcc11 2025-08-14T21:32:35.1946648Z HOSTNAME=1644b1189451 2025-08-14T21:32:35.1948015Z GITHUB_PATH=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/add_path_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1949551Z GITHUB_ACTION=__run_2 2025-08-14T21:32:35.1950224Z PYTORCH_TEST_CUDA_MEM_LEAK_CHECK=0 2025-08-14T21:32:35.1950979Z GITHUB_RUN_NUMBER=17921 2025-08-14T21:32:35.1951642Z TEST_CONFIG=legacy_nvidia_driver 2025-08-14T21:32:35.1952858Z GITHUB_REPOSITORY_OWNER_ID=21003710 2025-08-14T21:32:35.1953906Z TORCH_NVCC_FLAGS=-Xfatbin -compress-all 2025-08-14T21:32:35.1954673Z SCCACHE_IDLE_TIMEOUT=0 2025-08-14T21:32:35.1955680Z SCRIBE_GRAPHQL_ACCESS_TOKEN=*** 2025-08-14T21:32:35.1956430Z GITHUB_TRIGGERING_ACTOR=huydhn 2025-08-14T21:32:35.1957100Z GITHUB_REF_TYPE=branch 2025-08-14T21:32:35.1958117Z TORCH_CUDA_ARCH_LIST=Maxwell 2025-08-14T21:32:35.1958904Z BASE_SHA=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1959716Z XLA_CUDA= 2025-08-14T21:32:35.1960260Z NCCL_LIB_DIR=/usr/local/cuda/lib64/ 2025-08-14T21:32:35.1961384Z HUGGING_FACE_HUB_TOKEN=*** 2025-08-14T21:32:35.1962103Z *** 2025-08-14T21:32:35.1962621Z GITHUB_REPOSITORY_ID=65600975 2025-08-14T21:32:35.1963249Z GITHUB_ACTIONS=true 2025-08-14T21:32:35.1963819Z NVIDIA_DRIVER_CAPABILITIES=all 2025-08-14T21:32:35.1964690Z SCCACHE_ERROR_LOG=/var/lib/jenkins/sccache_error.log 2025-08-14T21:32:35.1965372Z SHA1=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1965840Z GITHUB_SHA=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1966479Z GITHUB_WORKFLOW_REF=pytorch/pytorch/.github/workflows/periodic.yml@refs/heads/main 2025-08-14T21:32:35.1967072Z UCC_HOME=/usr 2025-08-14T21:32:35.1967383Z TORCH_SERIALIZATION_DEBUG=1 2025-08-14T21:32:35.1967717Z VERBOSE_TEST_LOGS=False 2025-08-14T21:32:35.1968056Z GITHUB_REF=refs/heads/main 2025-08-14T21:32:35.1968393Z SHARD_NUMBER=3 2025-08-14T21:32:35.1968675Z GITHUB_REF_PROTECTED=true 2025-08-14T21:32:35.1969012Z HOME=/var/lib/jenkins 2025-08-14T21:32:35.1969371Z GITHUB_API_URL=https://api.github.com 2025-08-14T21:32:35.1969774Z PYTORCH_TEST_RERUN_DISABLED_TESTS=0 2025-08-14T21:32:35.1970218Z UCX_COMMIT=7bb2722ff2187a0cad557ae4a6afa090569f83fb 2025-08-14T21:32:35.1970647Z USE_SYSTEM_NCCL=1 2025-08-14T21:32:35.1970929Z NUM_TEST_SHARDS=5 2025-08-14T21:32:35.1971225Z UCX_HOME=/usr 2025-08-14T21:32:35.1971913Z GITHUB_STATE=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/save_state_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1972975Z JOB_NAME=linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-14T21:32:35.1974219Z GITHUB_ENV=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_env_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1975189Z GITHUB_EVENT_PATH=/home/ec2-user/actions-runner/_work/_temp/_github_workflow/event.json 2025-08-14T21:32:35.1975811Z GITHUB_EVENT_NAME=schedule 2025-08-14T21:32:35.1976134Z DASHBOARD_TAG= 2025-08-14T21:32:35.1976437Z GITHUB_RUN_ID=16976370303 2025-08-14T21:32:35.1977025Z INSTALLED_OPENBLAS= 2025-08-14T21:32:35.1977795Z GITHUB_STEP_SUMMARY=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/step_summary_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1978577Z GITHUB_ACTOR=huydhn 2025-08-14T21:32:35.1978885Z PR_NUMBER= 2025-08-14T21:32:35.1979161Z DESIRED_CUDA=12.4 2025-08-14T21:32:35.1979450Z GITHUB_RUN_ATTEMPT=1 2025-08-14T21:32:35.1979761Z VALGRIND=ON 2025-08-14T21:32:35.1980058Z ANACONDA_PYTHON_VERSION=3.10 2025-08-14T21:32:35.1980472Z GITHUB_GRAPHQL_URL=https://api.github.com/graphql 2025-08-14T21:32:35.1980926Z TERM=vt100 2025-08-14T21:32:35.1981213Z INSTALLED_VISION=yes 2025-08-14T21:32:35.1981507Z BRANCH=main 2025-08-14T21:32:35.1981799Z SCCACHE_REGION=us-east-1 2025-08-14T21:32:35.1982165Z OPENSSL_ROOT_DIR=/opt/openssl 2025-08-14T21:32:35.1982515Z CUDA_PATH=/usr/local/cuda 2025-08-14T21:32:35.1983155Z GITHUB_ACTION_PATH=/home/ec2-user/actions-runner/_work/pytorch/pytorch/./.github/actions/setup-linux 2025-08-14T21:32:35.1983854Z GITHUB_SERVER_URL=https://github.com 2025-08-14T21:32:35.1984316Z UCC_COMMIT=20eae37090a4ce1b32bcce6144ccad0b49943e0b 2025-08-14T21:32:35.1984734Z REENABLED_ISSUES= 2025-08-14T21:32:35.1985020Z DOCS= 2025-08-14T21:32:35.1985278Z SHLVL=1 2025-08-14T21:32:35.1985520Z MAX_JOBS=14 2025-08-14T21:32:35.1985802Z GITHUB_ACTOR_ID=475357 2025-08-14T21:32:35.1986221Z GITHUB_WORKFLOW_SHA=1fc683cf17c8c673044538d10266c00f92987be2 2025-08-14T21:32:35.1986670Z GITHUB_REF_NAME=main 2025-08-14T21:32:35.1987141Z XLA_CLANG_CACHE_S3_BUCKET_NAME=ossci-compiler-clang-cache-circleci-xla 2025-08-14T21:32:35.1987997Z GITHUB_JOB=test 2025-08-14T21:32:35.1988445Z NO_TEST_TIMEOUT=False 2025-08-14T21:32:35.1988918Z TD_DISTRIBUTED=False 2025-08-14T21:32:35.1989266Z GITHUB_REPOSITORY=pytorch/pytorch 2025-08-14T21:32:35.1989764Z GITHUB_RETENTION_DAYS=90 2025-08-14T21:32:35.1990122Z OPENSSL_DIR=/opt/openssl 2025-08-14T21:32:35.1990466Z GITHUB_ACTION_REPOSITORY= 2025-08-14T21:32:35.1991370Z 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 2025-08-14T21:32:35.1992309Z GITHUB_BASE_REF= 2025-08-14T21:32:35.1992607Z INSTALLED_ACL= 2025-08-14T21:32:35.1993144Z ARTIFACTS_FILE_SUFFIX=test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-14T21:32:35.1993757Z CI=true 2025-08-14T21:32:35.1994045Z GITHUB_REPOSITORY_OWNER=pytorch 2025-08-14T21:32:35.1994442Z RUST_LOG=sccache::server=error 2025-08-14T21:32:35.1994775Z JOB_ID=48128232235 2025-08-14T21:32:35.1995084Z GITHUB_HEAD_REF= 2025-08-14T21:32:35.1995383Z GITHUB_ACTION_REF= 2025-08-14T21:32:35.1995735Z SCCACHE_BUCKET=ossci-compiler-cache-circleci-v2 2025-08-14T21:32:35.1996178Z TEST_SHOWLOCALS=False 2025-08-14T21:32:35.1996517Z GITHUB_WORKFLOW=periodic 2025-08-14T21:32:35.1996852Z DEBIAN_FRONTEND=noninteractive 2025-08-14T21:32:35.1997616Z GITHUB_OUTPUT=/home/ec2-user/actions-runner/_work/_temp/_runner_file_commands/set_output_a3f433c9-09ec-4e09-9fa2-cbb794f2ea9c 2025-08-14T21:32:35.1998381Z NO_TD=False 2025-08-14T21:32:35.1998684Z SKIP_SCCACHE_INITIALIZATION=1 2025-08-14T21:32:35.1999059Z NCCL_INCLUDE_DIR=/usr/local/cuda/include/ 2025-08-14T21:32:35.1999815Z _=/usr/bin/env 2025-08-14T21:32:35.2000332Z + echo 'Testing pytorch' 2025-08-14T21:32:35.2000659Z Testing pytorch 2025-08-14T21:32:35.2000974Z + export LANG=C.UTF-8 2025-08-14T21:32:35.2001295Z + LANG=C.UTF-8 2025-08-14T21:32:35.2001564Z + PR_NUMBER= 2025-08-14T21:32:35.2001888Z + [[ legacy_nvidia_driver == \d\e\f\a\u\l\t ]] 2025-08-14T21:32:35.2002495Z + [[ legacy_nvidia_driver == \d\i\s\t\r\i\b\u\t\e\d ]] 2025-08-14T21:32:35.2002929Z + [[ legacy_nvidia_driver == \s\l\o\w ]] 2025-08-14T21:32:35.2003426Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *slow-gradcheck* ]] 2025-08-14T21:32:35.2003979Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *cuda* ]] 2025-08-14T21:32:35.2004462Z + export PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-08-14T21:32:35.2004880Z + PYTORCH_TESTING_DEVICE_ONLY_FOR=cuda 2025-08-14T21:32:35.2005291Z + [[ legacy_nvidia_driver == *crossref* ]] 2025-08-14T21:32:35.2005747Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *rocm* ]] 2025-08-14T21:32:35.2006213Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *xpu* ]] 2025-08-14T21:32:35.2006712Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *-bazel-* ]] 2025-08-14T21:32:35.2007224Z + pip_install ninja==1.10.2 2025-08-14T21:32:35.2007666Z + pip_install_pkg='python3 -m pip install --progress-bar off' 2025-08-14T21:32:35.2008244Z + python3 -m pip install --progress-bar off ninja==1.10.2 2025-08-14T21:32:35.7950608Z Collecting ninja==1.10.2 2025-08-14T21:32:35.8158284Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl.metadata (5.0 kB) 2025-08-14T21:32:35.8281038Z Downloading ninja-1.10.2-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (108 kB) 2025-08-14T21:32:36.3870459Z Installing collected packages: ninja 2025-08-14T21:32:36.3871415Z Attempting uninstall: ninja 2025-08-14T21:32:36.3882727Z Found existing installation: ninja 1.11.1.3 2025-08-14T21:32:36.3914907Z Uninstalling ninja-1.11.1.3: 2025-08-14T21:32:36.4004774Z Successfully uninstalled ninja-1.11.1.3 2025-08-14T21:32:36.4507846Z Successfully installed ninja-1.10.2 2025-08-14T21:32:36.5169181Z + 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 2025-08-14T21:32:36.5171225Z + 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 2025-08-14T21:32:36.5172818Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *aarch64* ]] 2025-08-14T21:32:36.5173700Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *asan* ]] 2025-08-14T21:32:36.5174365Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *-debug* ]] 2025-08-14T21:32:36.5175111Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *-bazel-* ]] 2025-08-14T21:32:36.5175940Z + echo 'We are not in debug mode: linux-jammy-cuda12.4-py3.10-gcc11. Expect the assertion to pass' 2025-08-14T21:32:36.5176823Z We are not in debug mode: linux-jammy-cuda12.4-py3.10-gcc11. Expect the assertion to pass 2025-08-14T21:32:36.5177651Z + cd test 2025-08-14T21:32:36.5178222Z + python -c 'import torch; torch._C._crash_if_debug_asserts_fail(424242)' 2025-08-14T21:32:38.6004356Z + [[ legacy_nvidia_driver == \n\o\g\p\u\_\N\O\_\A\V\X\2 ]] 2025-08-14T21:32:38.6005116Z + [[ legacy_nvidia_driver == \n\o\g\p\u\_\A\V\X\5\1\2 ]] 2025-08-14T21:32:38.6005853Z + [[ legacy_nvidia_driver == \l\e\g\a\c\y\_\n\v\i\d\i\a\_\d\r\i\v\e\r ]] 2025-08-14T21:32:38.6006786Z + cd test 2025-08-14T21:32:38.6007893Z + python -c 'import torch; torch.rand(2, 2, device='\''cuda'\'')' 2025-08-14T21:32:40.8988224Z + export USE_LEGACY_DRIVER=1 2025-08-14T21:32:40.8988819Z + USE_LEGACY_DRIVER=1 2025-08-14T21:32:40.8994172Z + DYNAMO_BENCHMARK_FLAGS=() 2025-08-14T21:32:40.8994796Z + [[ legacy_nvidia_driver == *pr_time_benchmarks* ]] 2025-08-14T21:32:40.8995450Z + [[ legacy_nvidia_driver == *dynamo_eager* ]] 2025-08-14T21:32:40.8995942Z + [[ legacy_nvidia_driver == *aot_eager* ]] 2025-08-14T21:32:40.8996399Z + [[ legacy_nvidia_driver == *aot_inductor* ]] 2025-08-14T21:32:40.8996872Z + [[ legacy_nvidia_driver == *max_autotune_inductor* ]] 2025-08-14T21:32:40.8997317Z + [[ legacy_nvidia_driver == *inductor* ]] 2025-08-14T21:32:40.8997750Z + [[ legacy_nvidia_driver == *dynamic* ]] 2025-08-14T21:32:40.8998167Z + [[ legacy_nvidia_driver == *cpu* ]] 2025-08-14T21:32:40.8999021Z + DYNAMO_BENCHMARK_FLAGS+=(--device cuda) 2025-08-14T21:32:40.9031154Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *libtorch* ]] 2025-08-14T21:32:40.9032092Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *-bazel-* ]] 2025-08-14T21:32:40.9036024Z + cd test 2025-08-14T21:32:40.9036412Z + python -c 'import torch; print(torch.__config__.show())' 2025-08-14T21:32:44.1701959Z PyTorch built with: 2025-08-14T21:32:44.1702367Z - GCC 11.4 2025-08-14T21:32:44.1702679Z - C++ Version: 201703 2025-08-14T21:32:44.1703395Z - Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-08-14T21:32:44.1704267Z - Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-08-14T21:32:44.1704804Z - OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-08-14T21:32:44.1705246Z - LAPACK is enabled (usually provided by MKL) 2025-08-14T21:32:44.1705670Z - NNPACK is enabled 2025-08-14T21:32:44.1706001Z - CPU capability usage: AVX2 2025-08-14T21:32:44.1706407Z - CUDA Runtime 12.4 2025-08-14T21:32:44.1706853Z - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52 2025-08-14T21:32:44.1707321Z - CuDNN 90.1 2025-08-14T21:32:44.1713211Z - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, COMMIT_SHA=1fc683cf17c8c673044538d10266c00f92987be2, CUDA_VERSION=12.4, CUDNN_VERSION=9.1.0, CXX_COMPILER=/opt/cache/bin/c++, CXX_FLAGS= -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DLIBKINETO_NOXPUPTI=ON -DUSE_FBGEMM -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -DC10_NODEPRECATED -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=range-loop-construct -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-unknown-pragmas -Wno-unused-parameter -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=old-style-cast -faligned-new -Werror -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, FORCE_FALLBACK_CUDA_MPI=1, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, TORCH_VERSION=2.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_CUSPARSELT=ON, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_GLOO=ON, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, USE_XCCL=OFF, USE_XPU=OFF, 2025-08-14T21:32:44.1718960Z 2025-08-14T21:32:44.4809606Z + cd test 2025-08-14T21:32:44.4810122Z + python -c 'import torch; print(torch.__config__.parallel_info())' 2025-08-14T21:32:46.2756237Z ATen/Parallel: 2025-08-14T21:32:46.2756678Z at::get_num_threads() : 8 2025-08-14T21:32:46.2757072Z at::get_num_interop_threads() : 8 2025-08-14T21:32:46.2757452Z OpenMP 201511 (a.k.a. OpenMP 4.5) 2025-08-14T21:32:46.2757828Z omp_get_max_threads() : 8 2025-08-14T21:32:46.2758521Z Intel(R) oneAPI Math Kernel Library Version 2024.2-Product Build 20240605 for Intel(R) 64 architecture applications 2025-08-14T21:32:46.2759243Z mkl_get_max_threads() : 8 2025-08-14T21:32:46.2759764Z Intel(R) MKL-DNN v3.7.1 (Git Hash 8d263e693366ef8db40acc569cc7d8edf644556d) 2025-08-14T21:32:46.2760321Z std::thread::hardware_concurrency() : 16 2025-08-14T21:32:46.2760729Z Environment variables: 2025-08-14T21:32:46.2761064Z OMP_NUM_THREADS : [not set] 2025-08-14T21:32:46.2761424Z MKL_NUM_THREADS : [not set] 2025-08-14T21:32:46.2761793Z ATen parallel backend: OpenMP 2025-08-14T21:32:46.2762031Z 2025-08-14T21:32:46.5458167Z + [[ legacy_nvidia_driver == *numpy_2* ]] 2025-08-14T21:32:46.5458723Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *aarch64* ]] 2025-08-14T21:32:46.5459209Z + [[ legacy_nvidia_driver == *backward* ]] 2025-08-14T21:32:46.5459632Z + [[ legacy_nvidia_driver == *xla* ]] 2025-08-14T21:32:46.5460029Z + [[ legacy_nvidia_driver == *executorch* ]] 2025-08-14T21:32:46.5460509Z + [[ legacy_nvidia_driver == \j\i\t\_\l\e\g\a\c\y ]] 2025-08-14T21:32:46.5461017Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *libtorch* ]] 2025-08-14T21:32:46.5461476Z + [[ legacy_nvidia_driver == distributed ]] 2025-08-14T21:32:46.5463514Z + [[ legacy_nvidia_driver == *operator_benchmark* ]] 2025-08-14T21:32:46.5464015Z + [[ legacy_nvidia_driver == *inductor_distributed* ]] 2025-08-14T21:32:46.5464502Z + [[ legacy_nvidia_driver == *inductor-halide* ]] 2025-08-14T21:32:46.5464996Z + [[ legacy_nvidia_driver == *inductor-triton-cpu* ]] 2025-08-14T21:32:46.5465529Z + [[ legacy_nvidia_driver == *inductor-micro-benchmark* ]] 2025-08-14T21:32:46.5466029Z + [[ legacy_nvidia_driver == *huggingface* ]] 2025-08-14T21:32:46.5466441Z + [[ legacy_nvidia_driver == *timm* ]] 2025-08-14T21:32:46.5466867Z + [[ legacy_nvidia_driver == cachebench ]] 2025-08-14T21:32:46.5467313Z + [[ legacy_nvidia_driver == verify_cachebench ]] 2025-08-14T21:32:46.5467745Z + [[ legacy_nvidia_driver == *torchbench* ]] 2025-08-14T21:32:46.5468214Z + [[ legacy_nvidia_driver == *inductor_cpp_wrapper* ]] 2025-08-14T21:32:46.5468677Z + [[ legacy_nvidia_driver == *inductor* ]] 2025-08-14T21:32:46.5469092Z + [[ legacy_nvidia_driver == *einops* ]] 2025-08-14T21:32:46.5469515Z + [[ legacy_nvidia_driver == *dynamo_wrapped* ]] 2025-08-14T21:32:46.5469991Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *rocm* ]] 2025-08-14T21:32:46.5470416Z + [[ 3 == 1 ]] 2025-08-14T21:32:46.5470681Z + [[ 3 == 2 ]] 2025-08-14T21:32:46.5470983Z + [[ 3 -gt 2 ]] 2025-08-14T21:32:46.5471282Z + install_torchvision 2025-08-14T21:32:46.5471589Z + local orig_preload 2025-08-14T21:32:46.5471905Z + local commit 2025-08-14T21:32:46.5472216Z ++ get_pinned_commit vision 2025-08-14T21:32:46.5472573Z ++ cat .github/ci_commit_pins/vision.txt 2025-08-14T21:32:46.5496232Z + commit=966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:46.5496684Z + orig_preload= 2025-08-14T21:32:46.5496978Z + '[' -n '' ']' 2025-08-14T21:32:46.5497319Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 == *cuda* ]] 2025-08-14T21:32:46.5497752Z + export FORCE_CUDA=1 2025-08-14T21:32:46.5498069Z + FORCE_CUDA=1 2025-08-14T21:32:46.5498348Z + export WITH_CUDA=1 2025-08-14T21:32:46.5498660Z + WITH_CUDA=1 2025-08-14T21:32:46.5499369Z + pip_build_and_install git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 dist/vision 2025-08-14T21:32:46.5500420Z + local build_target=git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:46.5501346Z + local wheel_dir=dist/vision 2025-08-14T21:32:46.5501741Z + local found_whl=0 2025-08-14T21:32:46.5502070Z + for file in "${wheel_dir}"/*.whl 2025-08-14T21:32:46.5502436Z + [[ -f dist/vision/*.whl ]] 2025-08-14T21:32:46.5502772Z + '[' 0 == 0 ']' 2025-08-14T21:32:46.5503674Z + python3 -m pip wheel --no-build-isolation --no-deps --no-use-pep517 -w dist/vision git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:46.9994941Z Collecting git+https://github.com/pytorch/vision.git@966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:47.0007784Z Cloning https://github.com/pytorch/vision.git (to revision 966da7e46f65d6d49df3e31214470a4fe5cc8e66) to /tmp/pip-req-build-ked3uhnp 2025-08-14T21:32:47.0194433Z Running command git clone --filter=blob:none --quiet https://github.com/pytorch/vision.git /tmp/pip-req-build-ked3uhnp 2025-08-14T21:32:48.9422742Z Running command git rev-parse -q --verify 'sha^966da7e46f65d6d49df3e31214470a4fe5cc8e66' 2025-08-14T21:32:48.9450765Z Running command git fetch -q https://github.com/pytorch/vision.git 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:49.0959785Z Running command git checkout -q 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:49.4645957Z Resolved https://github.com/pytorch/vision.git to commit 966da7e46f65d6d49df3e31214470a4fe5cc8e66 2025-08-14T21:32:54.1232909Z Preparing metadata (setup.py) ... [?25l- \ | done 2025-08-14T21:32:54.1282977Z [?25hBuilding wheels for collected packages: torchvision 2025-08-14T21:32:54.1351052Z  DEPRECATION: Building 'torchvision' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'torchvision'. Discussion can be found at https://github.com/pypa/pip/issues/6334 2025-08-14T21:34:58.7227931Z  Building wheel for torchvision (setup.py) ... [?25l- \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | / - \ | done 2025-08-14T21:34:58.7313752Z [?25h Created wheel for torchvision: filename=torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl size=2184252 sha256=367fe8ac43d09b3803bb734fba03993e3a55f9b0026fb9abde44d0fd9433614a 2025-08-14T21:34:58.7315820Z Stored in directory: /var/lib/jenkins/.cache/pip/wheels/9c/9d/3e/42fa2d5ac6ba44a90363f8fff0fa9e712e24d4f977637c81cb 2025-08-14T21:34:58.7366467Z Successfully built torchvision 2025-08-14T21:34:58.8402374Z + for file in "${wheel_dir}"/*.whl 2025-08-14T21:34:58.8403048Z + pip_install_whl dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-08-14T21:34:58.8403915Z + args=('dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl') 2025-08-14T21:34:58.8404492Z + local args 2025-08-14T21:34:58.8404973Z + [[ dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl == *\ * ]] 2025-08-14T21:34:58.8405583Z + for path in "${args[@]}" 2025-08-14T21:34:58.8406171Z + echo 'Installing dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl' 2025-08-14T21:34:58.8407015Z Installing dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-08-14T21:34:58.8407943Z + python3 -mpip install --no-index --no-deps dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-08-14T21:34:59.3158739Z Processing ./dist/vision/torchvision-0.22.0a0+966da7e-cp310-cp310-linux_x86_64.whl 2025-08-14T21:34:59.3338004Z Installing collected packages: torchvision 2025-08-14T21:34:59.9684171Z Successfully installed torchvision-0.22.0a0+966da7e 2025-08-14T21:35:00.0139972Z + '[' -n '' ']' 2025-08-14T21:35:00.0140891Z + test_python_shard 3 2025-08-14T21:35:00.0141303Z + [[ -z 5 ]] 2025-08-14T21:35:00.0142474Z + python test/run_test.py --exclude-jit-executor --exclude-distributed-tests --shard 3 5 --verbose --upload-artifacts-while-running 2025-08-14T21:35:05.2774115Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T21:35:05.2775859Z import pkg_resources 2025-08-14T21:35:08.1355246Z Downloading https://ossci-metrics.s3.amazonaws.com/disabled-tests-condensed.json to /var/lib/jenkins/workspace/test/.pytorch-disabled-tests.json 2025-08-14T21:35:08.1851780Z Ignoring disabled issues: [''] 2025-08-14T21:35:08.2024538Z Found test times from artifacts 2025-08-14T21:35:08.2709958Z Found test times from artifacts 2025-08-14T21:35:08.2729901Z Running all tests 2025-08-14T21:35:08.3468127Z Running parallel tests on 2 processes 2025-08-14T21:35:08.3484237Z Name: tests to run (est. time: 123.18min) 2025-08-14T21:35:08.3484923Z Serial tests (0): 2025-08-14T21:35:08.3485239Z Parallel tests (148): 2025-08-14T21:35:08.3485611Z inductor/test_compiled_optimizers 1/1 2025-08-14T21:35:08.3486032Z inductor/test_memory 1/1 2025-08-14T21:35:08.3486429Z inductor/test_torchinductor_dynamic_shapes 2/5 2025-08-14T21:35:08.3486929Z inductor/test_torchinductor_dynamic_shapes 5/5 2025-08-14T21:35:08.3487476Z inductor/test_torchinductor_codegen_dynamic_shapes 5/5 2025-08-14T21:35:08.3487954Z inductor/test_cpu_repro 3/5 2025-08-14T21:35:08.3488344Z inductor/test_kernel_benchmark 1/1 2025-08-14T21:35:08.3488760Z dynamo/test_dynamic_shapes 3/5 2025-08-14T21:35:08.3489482Z dynamo/test_unspec 1/1 2025-08-14T21:35:08.3489832Z dynamo/test_repros 1/1 2025-08-14T21:35:08.3490213Z inductor/test_mkldnn_pattern_matcher 1/3 2025-08-14T21:35:08.3490609Z inductor/test_smoke 1/1 2025-08-14T21:35:08.3490989Z inductor/test_custom_lowering 1/1 2025-08-14T21:35:08.3491386Z inductor/test_config 1/1 2025-08-14T21:35:08.3491727Z dynamo/test_after_aot 1/1 2025-08-14T21:35:08.3492099Z dynamo/test_higher_order_ops 1/1 2025-08-14T21:35:08.3492498Z inductor/test_layout_optim 1/1 2025-08-14T21:35:08.3492885Z inductor/test_binary_folding 1/1 2025-08-14T21:35:08.3493286Z dynamo/test_activation_checkpointing 1/1 2025-08-14T21:35:08.3493708Z inductor/test_mmdecomp 1/1 2025-08-14T21:35:08.3494074Z dynamo/test_cudagraphs 1/1 2025-08-14T21:35:08.3494519Z dynamo/test_misc 1/1 2025-08-14T21:35:08.3495146Z inductor/test_aot_inductor_custom_ops 1/1 2025-08-14T21:35:08.3495578Z inductor/test_unbacked_symints 1/1 2025-08-14T21:35:08.3495983Z inductor/test_external_callables 1/1 2025-08-14T21:35:08.3496404Z inductor/test_provenance_tracing 1/1 2025-08-14T21:35:08.3496819Z inductor/test_subgraph_choice 1/1 2025-08-14T21:35:08.3497212Z inductor/test_cpp_wrapper_hipify 1/1 2025-08-14T21:35:08.3497620Z export/test_export 1/1 2025-08-14T21:35:08.3497976Z inductor/test_ck_backend 1/1 2025-08-14T21:35:08.3498344Z inductor/test_fx_fusion 1/1 2025-08-14T21:35:08.3498690Z inductor/test_debug_trace 1/1 2025-08-14T21:35:08.3499064Z export/test_export_strict 1/1 2025-08-14T21:35:08.3499494Z export/test_export_training_ir_to_run_decomp 2/2 2025-08-14T21:35:08.3499934Z inductor/test_cpu_cpp_wrapper 1/1 2025-08-14T21:35:08.3500332Z inductor/test_inplacing_pass 1/1 2025-08-14T21:35:08.3500733Z inductor/test_compile_subprocess 1/1 2025-08-14T21:35:08.3501127Z dynamo/test_autograd_function 1/1 2025-08-14T21:35:08.3501517Z export/test_cpp_serdes 1/1 2025-08-14T21:35:08.3501877Z dynamo/test_config 1/1 2025-08-14T21:35:08.3502212Z export/test_package 1/1 2025-08-14T21:35:08.3502571Z inductor/test_benchmarking 1/1 2025-08-14T21:35:08.3502965Z inductor/test_needs_exact_strides 1/1 2025-08-14T21:35:08.3503353Z dynamo/test_reconstruct 1/1 2025-08-14T21:35:08.3503989Z dynamo/test_compile 1/1 2025-08-14T21:35:08.3504366Z inductor/test_compile 1/1 2025-08-14T21:35:08.3504719Z export/test_db 1/1 2025-08-14T21:35:08.3505070Z inductor/test_graph_transform_observer 1/1 2025-08-14T21:35:08.3505647Z dynamo/test_export_mutations 1/1 2025-08-14T21:35:08.3506410Z dynamo/test_unittest 1/1 2025-08-14T21:35:08.3506883Z dynamo/test_pgo 1/1 2025-08-14T21:35:08.3507216Z dynamo/test_sources 1/1 2025-08-14T21:35:08.3507585Z dynamo/test_graph_deduplication 1/1 2025-08-14T21:35:08.3508060Z inductor/test_torchinductor_codegen_config_overrides 1/1 2025-08-14T21:35:08.3508548Z dynamo/test_flat_apply 1/1 2025-08-14T21:35:08.3508931Z dynamo/test_guard_serialization 1/1 2025-08-14T21:35:08.3509324Z dynamo/test_modes 1/1 2025-08-14T21:35:08.3509703Z inductor/test_split_cat_fx_aten_passes 1/1 2025-08-14T21:35:08.3510123Z export/test_passes 1/1 2025-08-14T21:35:08.3510462Z dynamo/test_model_output 1/1 2025-08-14T21:35:08.3510838Z dynamo/test_sets 1/1 2025-08-14T21:35:08.3511182Z dynamo/test_base_hop 1/1 2025-08-14T21:35:08.3511542Z dynamo/test_profiler 1/1 2025-08-14T21:35:08.3511876Z test_content_store 1/1 2025-08-14T21:35:08.3512228Z dynamo/test_deviceguard 1/1 2025-08-14T21:35:08.3512597Z dynamo/test_optimizers 1/1 2025-08-14T21:35:08.3512944Z dynamo/test_debug_utils 1/1 2025-08-14T21:35:08.3513322Z dynamo/test_python_dispatcher 1/1 2025-08-14T21:35:08.3513719Z export/test_lift_unlift 1/1 2025-08-14T21:35:08.3514077Z dynamo/test_compiler_bisector 1/1 2025-08-14T21:35:08.3514480Z test_model_exports_to_core_aten 1/1 2025-08-14T21:35:08.3514876Z dynamo/test_package 1/1 2025-08-14T21:35:08.3515221Z export/test_experimental 1/1 2025-08-14T21:35:08.3515739Z dynamo/test_input_attr_tracking 1/1 2025-08-14T21:35:08.3516146Z dynamo/test_bytecode_utils 1/1 2025-08-14T21:35:08.3516506Z export/test_hop 1/1 2025-08-14T21:35:08.3516844Z export/test_converter 1/1 2025-08-14T21:35:08.3517219Z dynamo/test_error_messages 1/1 2025-08-14T21:35:08.3517596Z export/test_sparse 1/1 2025-08-14T21:35:08.3517923Z test_dynamic_shapes 1/1 2025-08-14T21:35:08.3518304Z higher_order_ops/test_invoke_subgraph 1/1 2025-08-14T21:35:08.3518712Z test_package 1/1 2025-08-14T21:35:08.3519025Z functorch/test_rearrange 1/1 2025-08-14T21:35:08.3519402Z functorch/test_parsing 1/1 2025-08-14T21:35:08.3519756Z test_hop_infra 1/1 2025-08-14T21:35:08.3520073Z test_comparison_utils 1/1 2025-08-14T21:35:08.3520445Z functorch/test_control_flow 1/1 2025-08-14T21:35:08.3520833Z functorch/test_ac_logging 1/1 2025-08-14T21:35:08.3521183Z test_mkl_verbose 1/1 2025-08-14T21:35:08.3521537Z test_appending_byte_serializer 1/1 2025-08-14T21:35:08.3521931Z test_autoload 1/1 2025-08-14T21:35:08.3522239Z test_proxy_tensor 1/1 2025-08-14T21:35:08.3522576Z test_mkldnn_verbose 1/1 2025-08-14T21:35:08.3522931Z test_utils_config_module 1/1 2025-08-14T21:35:08.3523298Z test_functionalization 1/1 2025-08-14T21:35:08.3523719Z test_rename_privateuse1_to_existing_device 1/1 2025-08-14T21:35:08.3524155Z test_transformers 1/1 2025-08-14T21:35:08.3524502Z xpu/test_fusion 1/1 2025-08-14T21:35:08.3524820Z test_expanded_weights 1/1 2025-08-14T21:35:08.3525195Z typing/test_python_operators 1/1 2025-08-14T21:35:08.3525584Z test_fx_experimental 1/1 2025-08-14T21:35:08.3525917Z test_file_check 1/1 2025-08-14T21:35:08.3526247Z torch_np/test_dtype 1/1 2025-08-14T21:35:08.3526621Z higher_order_ops/test_with_effects 1/1 2025-08-14T21:35:08.3527015Z test_native_functions 1/1 2025-08-14T21:35:08.3527381Z functorch/test_minifier 1/1 2025-08-14T21:35:08.3527743Z test_flop_counter 1/1 2025-08-14T21:35:08.3528088Z torch_np/test_nep50_examples 1/1 2025-08-14T21:35:08.3528506Z higher_order_ops/test_invoke_quant 1/1 2025-08-14T21:35:08.3528912Z test_per_overload_api 1/1 2025-08-14T21:35:08.3529261Z test_tensorexpr_pybind 1/1 2025-08-14T21:35:08.3529719Z test_pytree 1/1 2025-08-14T21:35:08.3530039Z test_fx_passes 1/1 2025-08-14T21:35:08.3530406Z test_module_tracker 1/1 2025-08-14T21:35:08.3530755Z test_typing 1/1 2025-08-14T21:35:08.3531071Z test_nestedtensor 4/5 2025-08-14T21:35:08.3531405Z test_meta 6/6 2025-08-14T21:35:08.3532036Z test_decomp 2/26 2025-08-14T21:35:08.3532576Z test_decomp 9/26 2025-08-14T21:35:08.3532898Z test_decomp 12/26 2025-08-14T21:35:08.3533195Z test_decomp 19/26 2025-08-14T21:35:08.3533692Z test_decomp 22/26 2025-08-14T21:35:08.3534119Z test_ops_jit 2/3 2025-08-14T21:35:08.3534409Z test_ops_jit 3/3 2025-08-14T21:35:08.3534735Z test_ops_fwd_gradients 3/3 2025-08-14T21:35:08.3535080Z test_ops 2/13 2025-08-14T21:35:08.3535369Z test_ops 9/13 2025-08-14T21:35:08.3535662Z test_ops 12/13 2025-08-14T21:35:08.3535968Z functorch/test_ops 4/9 2025-08-14T21:35:08.3536294Z functorch/test_ops 7/9 2025-08-14T21:35:08.3536647Z optim/test_swa_utils 1/1 2025-08-14T21:35:08.3537058Z torch_np/numpy_tests/core/test_scalar_methods 1/1 2025-08-14T21:35:08.3537472Z nn/test_init 1/1 2025-08-14T21:35:08.3538052Z torch_np/numpy_tests/core/test_numerictypes 1/1 2025-08-14T21:35:08.3538546Z torch_np/numpy_tests/lib/test_arraypad 1/1 2025-08-14T21:35:08.3539018Z test_cuda_multigpu 1/1 2025-08-14T21:35:08.3539567Z test_type_promotion 1/1 2025-08-14T21:35:08.3539968Z torch_np/numpy_tests/lib/test_arraysetops 1/1 2025-08-14T21:35:08.3540394Z test_jit_autocast 1/1 2025-08-14T21:35:08.3540707Z test_dlpack 1/1 2025-08-14T21:35:08.3541034Z profiler/test_profiler_tree 1/1 2025-08-14T21:35:08.3541464Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 2025-08-14T21:35:08.3542078Z profiler/test_torch_tidy 1/1 2025-08-14T21:35:08.3542455Z torch_np/test_reductions 1/1 2025-08-14T21:35:08.3542825Z lazy/test_reuse_ir 1/1 2025-08-14T21:35:08.3543177Z test_functional_autograd_benchmark 1/1 2025-08-14T21:35:08.3543582Z test_prims 1/1 2025-08-14T21:35:08.3543907Z profiler/test_python_tracer 1/1 2025-08-14T21:35:08.3544283Z Name: excluded (est. time: 0.0min) 2025-08-14T21:35:08.3544658Z Serial tests (0): 2025-08-14T21:35:08.3544972Z Parallel tests (0): 2025-08-14T21:35:08.3545497Z Running inductor/test_compiled_optimizers 1/1 ... [2025-08-14 21:35:08.352979] 2025-08-14T21:35:08.3546058Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:35:08.3547391Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:35:08.353562] 2025-08-14T21:35:24.2003081Z 2025-08-14T21:35:24.2005201Z inductor/test_compiled_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.1_f5d369493d13979c_.log 2025-08-14T21:35:24.2006313Z Running 0 items in this shard: 2025-08-14T21:35:24.2006565Z 2025-08-14T21:35:24.5191290Z Uploading artifacts took 0.32 seconds 2025-08-14T21:35:24.5196169Z Running inductor/test_memory 1/1 ... [2025-08-14 21:35:24.519236] 2025-08-14T21:35:24.5197200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:35:24.5202083Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:35:24.519733] 2025-08-14T21:35:34.1991121Z 2025-08-14T21:35:34.1992825Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_8b7c80745df4cb7b_.log 2025-08-14T21:35:34.1993981Z 2025-08-14T21:35:34.1996999Z Running inductor/test_torchinductor_dynamic_shapes 2/5 ... [2025-08-14 21:35:34.199280] 2025-08-14T21:35:34.1998000Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:35:34.2002875Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=2', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:35:34.199765] 2025-08-14T21:35:46.4877165Z 2025-08-14T21:35:46.4879566Z inductor/test_torchinductor_dynamic_shapes 2/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_2.5_1c6b28ed92abf4a0_.log 2025-08-14T21:35:46.4880735Z Running 0 items in this shard: 2025-08-14T21:35:46.4880984Z 2025-08-14T21:35:46.4884479Z Running inductor/test_torchinductor_dynamic_shapes 5/5 ... [2025-08-14 21:35:46.488081] 2025-08-14T21:35:46.4888699Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:35:46.4890597Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:35:46.488598] 2025-08-14T21:35:58.5769696Z 2025-08-14T21:35:58.5770847Z inductor/test_torchinductor_dynamic_shapes 5/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_5.5_bca7fc0437855334_.log 2025-08-14T21:35:58.5771988Z Running 0 items in this shard: 2025-08-14T21:35:58.5772250Z 2025-08-14T21:35:58.5775889Z Running inductor/test_torchinductor_codegen_dynamic_shapes 5/5 ... [2025-08-14 21:35:58.577294] 2025-08-14T21:35:58.5776564Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:35:58.5781393Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:35:58.577781] 2025-08-14T21:36:11.0679845Z 2025-08-14T21:36:11.0681209Z inductor/test_torchinductor_codegen_dynamic_shapes 5/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_5.5_f7b35848870d6c66_.log 2025-08-14T21:36:11.0682407Z Running 0 items in this shard: 2025-08-14T21:36:11.0682671Z 2025-08-14T21:36:11.0682934Z Running inductor/test_cpu_repro 3/5 ... [2025-08-14 21:36:11.067767] 2025-08-14T21:36:11.0683573Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:36:11.0686831Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:36:11.068250] 2025-08-14T21:36:23.2063090Z 2025-08-14T21:36:23.2064538Z inductor/test_cpu_repro 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_3.5_1d046dd11f8626c8_.log 2025-08-14T21:36:23.2065501Z Running 0 items in this shard: 2025-08-14T21:36:23.2065746Z 2025-08-14T21:36:23.2069581Z Running inductor/test_kernel_benchmark 1/1 ... [2025-08-14 21:36:23.206592] 2025-08-14T21:36:23.2070157Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:36:23.2075227Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:36:23.207084] 2025-08-14T21:36:32.7462681Z 2025-08-14T21:36:32.7463775Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_02780332d762ab04_.log 2025-08-14T21:36:32.7464675Z 2025-08-14T21:36:32.7469165Z Running dynamo/test_dynamic_shapes 3/5 ... [2025-08-14 21:36:32.746533] 2025-08-14T21:36:32.7469764Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:36:32.7474328Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dynamic_shapes.py', '-m', 'serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:36:32.747026] 2025-08-14T21:36:50.3447785Z 2025-08-14T21:36:50.3449072Z dynamo/test_dynamic_shapes 3/5 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dynamic_shapes_3.5_2a27a51e6fc4ca7e_.log 2025-08-14T21:36:50.3450493Z Running 1 items in this shard: test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_mem_leak_guards_dynamic_shapes 2025-08-14T21:36:50.3451197Z 2025-08-14T21:36:50.3454145Z Running dynamo/test_unspec 1/1 ... [2025-08-14 21:36:50.345075] 2025-08-14T21:36:50.3454681Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:36:50.3459244Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:36:50.345561] 2025-08-14T21:36:58.7763994Z 2025-08-14T21:36:58.7765200Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_7a8eff5ae8248f8b_.log 2025-08-14T21:36:58.7766079Z Running 0 items in this shard: 2025-08-14T21:36:58.7766340Z 2025-08-14T21:36:58.7769841Z Running dynamo/test_repros 1/1 ... [2025-08-14 21:36:58.776658] 2025-08-14T21:36:58.7770365Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:36:58.7775322Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_repros.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:36:58.777134] 2025-08-14T21:37:07.9099373Z 2025-08-14T21:37:07.9100506Z dynamo/test_repros 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_repros_1.1_36347aa0ffcdda3f_.log 2025-08-14T21:37:07.9101927Z Running 2 items in this shard: test/dynamo/test_repros.py::ReproTests::test_dont_dce_rand, test/dynamo/test_repros.py::ReproTests::test_mem_leak_guards 2025-08-14T21:37:07.9102683Z 2025-08-14T21:37:07.9106028Z Running inductor/test_mkldnn_pattern_matcher 1/3 ... [2025-08-14 21:37:07.910229] 2025-08-14T21:37:07.9106608Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:37:07.9111555Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:37:07.910770] 2025-08-14T21:37:18.0449905Z 2025-08-14T21:37:18.0451363Z inductor/test_mkldnn_pattern_matcher 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.3_9d60c608904e5c92_.log 2025-08-14T21:37:18.0452464Z Running 0 items in this shard: 2025-08-14T21:37:18.0452712Z 2025-08-14T21:37:18.0455975Z Running inductor/test_smoke 1/1 ... [2025-08-14 21:37:18.045266] 2025-08-14T21:37:18.0456525Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:37:18.0460886Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:37:18.045716] 2025-08-14T21:37:27.5556999Z 2025-08-14T21:37:27.5558094Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_f9988316185c5cef_.log 2025-08-14T21:37:27.5558883Z 2025-08-14T21:37:27.5562590Z Running inductor/test_custom_lowering 1/1 ... [2025-08-14 21:37:27.555935] 2025-08-14T21:37:27.5563211Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:37:27.5567361Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:37:27.556379] 2025-08-14T21:37:37.0897795Z 2025-08-14T21:37:37.0899000Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_42f095958ecf2097_.log 2025-08-14T21:37:37.0900018Z Running 0 items in this shard: 2025-08-14T21:37:37.0900315Z 2025-08-14T21:37:37.0903698Z Running inductor/test_config 1/1 ... [2025-08-14 21:37:37.090047] 2025-08-14T21:37:37.0904254Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:37:37.0908697Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:37:37.090519] 2025-08-14T21:37:47.0742861Z 2025-08-14T21:37:47.0744052Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_feaf97bd01321f70_.log 2025-08-14T21:37:47.0744978Z Running 0 items in this shard: 2025-08-14T21:37:47.0745229Z 2025-08-14T21:37:47.0749414Z Running dynamo/test_after_aot 1/1 ... [2025-08-14 21:37:47.074614] 2025-08-14T21:37:47.0749944Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:37:47.0754881Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:37:47.075120] 2025-08-14T21:37:53.7028601Z 2025-08-14T21:37:53.7029789Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_8d7c6ea6b14b9713_.log 2025-08-14T21:37:53.7030708Z Running 0 items in this shard: 2025-08-14T21:37:53.7030973Z 2025-08-14T21:37:53.7035916Z Running dynamo/test_higher_order_ops 1/1 ... [2025-08-14 21:37:53.703232] 2025-08-14T21:37:53.7036505Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:37:53.7041044Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:37:53.703716] 2025-08-14T21:38:06.0429146Z 2025-08-14T21:38:06.0430487Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_99f1e458ddc9c60e_.log 2025-08-14T21:38:06.0431879Z Running 0 items in this shard: 2025-08-14T21:38:06.0432344Z 2025-08-14T21:38:06.0435934Z Running inductor/test_layout_optim 1/1 ... [2025-08-14 21:38:06.043257] 2025-08-14T21:38:06.0436492Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:38:06.0441275Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_layout_optim.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:38:06.043740] 2025-08-14T21:38:15.5877801Z 2025-08-14T21:38:15.5878831Z inductor/test_layout_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_layout_optim_1.1_aec6bc00e5949e89_.log 2025-08-14T21:38:15.5879700Z 2025-08-14T21:38:15.5883896Z Running inductor/test_binary_folding 1/1 ... [2025-08-14 21:38:15.588078] 2025-08-14T21:38:15.5884466Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:38:15.5890292Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:38:15.588578] 2025-08-14T21:38:27.2759297Z 2025-08-14T21:38:27.2761478Z inductor/test_binary_folding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_binary_folding_1.1_32dfd4882118fd82_.log 2025-08-14T21:38:27.2762766Z Running 0 items in this shard: 2025-08-14T21:38:27.2763211Z 2025-08-14T21:38:27.2770584Z Running dynamo/test_activation_checkpointing 1/1 ... [2025-08-14 21:38:27.276461] 2025-08-14T21:38:27.2771514Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:38:27.2775392Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:38:27.277127] 2025-08-14T21:38:38.8144712Z 2025-08-14T21:38:38.8146111Z dynamo/test_activation_checkpointing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_activation_checkpointing_1.1_b193c71b4aef5483_.log 2025-08-14T21:38:38.8147170Z Running 0 items in this shard: 2025-08-14T21:38:38.8147437Z 2025-08-14T21:38:38.8150924Z Running inductor/test_mmdecomp 1/1 ... [2025-08-14 21:38:38.814739] 2025-08-14T21:38:38.8151478Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:38:38.8156240Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:38:38.815226] 2025-08-14T21:38:50.4532560Z 2025-08-14T21:38:50.4533588Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_033ba105db9493dc_.log 2025-08-14T21:38:50.4534525Z Running 0 items in this shard: 2025-08-14T21:38:50.4534766Z 2025-08-14T21:38:50.4540319Z Running dynamo/test_cudagraphs 1/1 ... [2025-08-14 21:38:50.453705] 2025-08-14T21:38:50.4540850Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:38:50.4546399Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:38:50.454268] 2025-08-14T21:38:56.9821473Z 2025-08-14T21:38:56.9822669Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_bd2f75bd20d65baa_.log 2025-08-14T21:38:56.9823656Z Running 0 items in this shard: 2025-08-14T21:38:56.9823903Z 2025-08-14T21:38:56.9827699Z Running dynamo/test_misc 1/1 ... [2025-08-14 21:38:56.982460] 2025-08-14T21:38:56.9828198Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:38:56.9833734Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_misc.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:38:56.982967] 2025-08-14T21:39:07.1678407Z 2025-08-14T21:39:07.1679344Z dynamo/test_misc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_misc_1.1_4f458e42d0368c0c_.log 2025-08-14T21:39:07.1680195Z Running 0 items in this shard: 2025-08-14T21:39:07.1680461Z 2025-08-14T21:39:07.1685522Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2025-08-14 21:39:07.168184] 2025-08-14T21:39:07.1686179Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:39:07.1691935Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:39:07.168728] 2025-08-14T21:39:18.8403621Z 2025-08-14T21:39:18.8405000Z inductor/test_aot_inductor_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_custom_ops_1.1_21a0643dbf1caed2_.log 2025-08-14T21:39:18.8405941Z 2025-08-14T21:39:18.8410271Z Running inductor/test_unbacked_symints 1/1 ... [2025-08-14 21:39:18.840648] 2025-08-14T21:39:18.8410872Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:39:18.8415608Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:39:18.841158] 2025-08-14T21:39:30.7816174Z 2025-08-14T21:39:30.7817382Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_2b22b19f0b51e667_.log 2025-08-14T21:39:30.7818379Z Running 0 items in this shard: 2025-08-14T21:39:30.7818638Z 2025-08-14T21:39:30.7822993Z Running inductor/test_external_callables 1/1 ... [2025-08-14 21:39:30.781932] 2025-08-14T21:39:30.7823592Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:39:30.7828857Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:39:30.782443] 2025-08-14T21:39:37.2598806Z 2025-08-14T21:39:37.2600016Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_e05d9f5e61b87f64_.log 2025-08-14T21:39:37.2601068Z Running 0 items in this shard: 2025-08-14T21:39:37.2601312Z 2025-08-14T21:39:37.2604751Z Running inductor/test_provenance_tracing 1/1 ... [2025-08-14 21:39:37.260135] 2025-08-14T21:39:37.2605323Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:39:37.2609861Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:39:37.260598] 2025-08-14T21:39:47.3440340Z 2025-08-14T21:39:47.3441745Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_3085e8d07591343f_.log 2025-08-14T21:39:47.3442849Z Running 0 items in this shard: 2025-08-14T21:39:47.3443094Z 2025-08-14T21:39:47.3447598Z Running inductor/test_subgraph_choice 1/1 ... [2025-08-14 21:39:47.344410] 2025-08-14T21:39:47.3448182Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:39:47.3452959Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:39:47.344932] 2025-08-14T21:39:56.8473322Z 2025-08-14T21:39:56.8475477Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_c41d66d45a6ac772_.log 2025-08-14T21:39:56.8477262Z 2025-08-14T21:39:56.8481588Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-08-14 21:39:56.847786] 2025-08-14T21:39:56.8482712Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:39:56.8488839Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:39:56.848362] 2025-08-14T21:40:03.1260459Z 2025-08-14T21:40:03.1262528Z 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_82b3a6427e699f5c_.log 2025-08-14T21:40:03.1264565Z Running 0 items in this shard: 2025-08-14T21:40:03.1265010Z 2025-08-14T21:40:03.1269374Z Running export/test_export 1/1 ... [2025-08-14 21:40:03.126588] 2025-08-14T21:40:03.1270344Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:40:03.1276488Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:40:03.127172] 2025-08-14T21:40:13.4120381Z 2025-08-14T21:40:13.4121403Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_97a40cc01cefcd74_.log 2025-08-14T21:40:13.4122311Z Running 0 items in this shard: 2025-08-14T21:40:13.4122552Z 2025-08-14T21:40:13.4126270Z Running inductor/test_ck_backend 1/1 ... [2025-08-14 21:40:13.412333] 2025-08-14T21:40:13.4126793Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:40:13.4131465Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:40:13.412798] 2025-08-14T21:40:23.1179913Z 2025-08-14T21:40:23.1181374Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_43ccc010389247fe_.log 2025-08-14T21:40:23.1182188Z 2025-08-14T21:40:23.1186462Z Running inductor/test_fx_fusion 1/1 ... [2025-08-14 21:40:23.118340] 2025-08-14T21:40:23.1187016Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:40:23.1192401Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:40:23.118883] 2025-08-14T21:40:30.4991025Z 2025-08-14T21:40:30.4993109Z inductor/test_fx_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fx_fusion_1.1_1b3271caf8542eea_.log 2025-08-14T21:40:30.4997628Z Running 0 items in this shard: 2025-08-14T21:40:30.4997926Z 2025-08-14T21:40:30.5000440Z Running inductor/test_debug_trace 1/1 ... [2025-08-14 21:40:30.499705] 2025-08-14T21:40:30.5001048Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:40:30.5005420Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:40:30.500183] 2025-08-14T21:40:42.1876949Z 2025-08-14T21:40:42.1878770Z 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_2c9975dfb38895c5_.log 2025-08-14T21:40:42.1879749Z Running 0 items in this shard: 2025-08-14T21:40:42.1880010Z 2025-08-14T21:40:42.1883522Z Running export/test_export_strict 1/1 ... [2025-08-14 21:40:42.187957] 2025-08-14T21:40:42.1884656Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:40:42.1889483Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:40:42.188474] 2025-08-14T21:40:52.2225512Z 2025-08-14T21:40:52.2227387Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_e117a9c4e58bdf17_.log 2025-08-14T21:40:52.2228902Z Running 0 items in this shard: 2025-08-14T21:40:52.2229357Z 2025-08-14T21:40:52.2230925Z Running export/test_export_training_ir_to_run_decomp 2/2 ... [2025-08-14 21:40:52.222768] 2025-08-14T21:40:52.2232169Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:40:52.2237304Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:40:52.223280] 2025-08-14T21:41:02.3069003Z 2025-08-14T21:41:02.3070868Z export/test_export_training_ir_to_run_decomp 2/2 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_2.2_4fea0eefe54519ad_.log 2025-08-14T21:41:02.3072002Z Running 0 items in this shard: 2025-08-14T21:41:02.3072261Z 2025-08-14T21:41:02.3075867Z Running inductor/test_cpu_cpp_wrapper 1/1 ... [2025-08-14 21:41:02.307231] 2025-08-14T21:41:02.3076832Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:41:02.3081480Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_cpp_wrapper.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:41:02.307724] 2025-08-14T21:41:14.2468678Z 2025-08-14T21:41:14.2470414Z inductor/test_cpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_cpp_wrapper_1.1_920fd7765e542e1c_.log 2025-08-14T21:41:14.2471729Z 2025-08-14T21:41:14.2475354Z Running inductor/test_inplacing_pass 1/1 ... [2025-08-14 21:41:14.247152] 2025-08-14T21:41:14.2476406Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:41:14.2480579Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:41:14.247645] 2025-08-14T21:41:24.0274939Z 2025-08-14T21:41:24.0276202Z 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_c262421d2eeef2cb_.log 2025-08-14T21:41:24.0277061Z 2025-08-14T21:41:24.0281100Z Running inductor/test_compile_subprocess 1/1 ... [2025-08-14 21:41:24.027791] 2025-08-14T21:41:24.0281672Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:41:24.0286221Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:41:24.028286] 2025-08-14T21:41:35.9468357Z 2025-08-14T21:41:35.9469711Z inductor/test_compile_subprocess 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.1_48eee74f8552efad_.log 2025-08-14T21:41:35.9470607Z 2025-08-14T21:41:35.9474121Z Running dynamo/test_autograd_function 1/1 ... [2025-08-14 21:41:35.947048] 2025-08-14T21:41:35.9474689Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:41:35.9478929Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:41:35.947526] 2025-08-14T21:41:45.7815336Z 2025-08-14T21:41:45.7816961Z dynamo/test_autograd_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_autograd_function_1.1_f2c739e38aad35cf_.log 2025-08-14T21:41:45.7818009Z Running 0 items in this shard: 2025-08-14T21:41:45.7818258Z 2025-08-14T21:41:45.7822111Z Running export/test_cpp_serdes 1/1 ... [2025-08-14 21:41:45.781808] 2025-08-14T21:41:45.7822905Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:41:45.7827189Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_cpp_serdes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:41:45.782296] 2025-08-14T21:41:55.7665756Z 2025-08-14T21:41:55.7666874Z export/test_cpp_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_cpp_serdes_1.1_d9fb3113971089d0_.log 2025-08-14T21:41:55.7667858Z Running 0 items in this shard: 2025-08-14T21:41:55.7668094Z 2025-08-14T21:41:55.7672701Z Running dynamo/test_config 1/1 ... [2025-08-14 21:41:55.766944] 2025-08-14T21:41:55.7673233Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:41:55.7678589Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:41:55.767517] 2025-08-14T21:42:02.3456287Z 2025-08-14T21:42:02.3457408Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_192750d739329853_.log 2025-08-14T21:42:02.3458289Z Running 0 items in this shard: 2025-08-14T21:42:02.3458538Z 2025-08-14T21:42:02.3463095Z Running export/test_package 1/1 ... [2025-08-14 21:42:02.345987] 2025-08-14T21:42:02.3464018Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:02.3468925Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:02.346500] 2025-08-14T21:42:08.5732809Z 2025-08-14T21:42:08.5733948Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_a998613dc885fe59_.log 2025-08-14T21:42:08.5734887Z Running 0 items in this shard: 2025-08-14T21:42:08.5735132Z 2025-08-14T21:42:08.5740219Z Running inductor/test_benchmarking 1/1 ... [2025-08-14 21:42:08.573646] 2025-08-14T21:42:08.5740762Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:08.5745170Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_benchmarking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:08.574113] 2025-08-14T21:42:18.1567085Z 2025-08-14T21:42:18.1568060Z inductor/test_benchmarking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmarking_1.1_1bf89b158db9f53a_.log 2025-08-14T21:42:18.1569042Z Running 0 items in this shard: 2025-08-14T21:42:18.1569284Z 2025-08-14T21:42:18.1573679Z Running inductor/test_needs_exact_strides 1/1 ... [2025-08-14 21:42:18.157076] 2025-08-14T21:42:18.1574272Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:18.1579118Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_needs_exact_strides.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:18.157573] 2025-08-14T21:42:27.7903551Z 2025-08-14T21:42:27.7904955Z inductor/test_needs_exact_strides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_needs_exact_strides_1.1_38934a2a5789e7ed_.log 2025-08-14T21:42:27.7905864Z 2025-08-14T21:42:27.7909504Z Running dynamo/test_reconstruct 1/1 ... [2025-08-14 21:42:27.790643] 2025-08-14T21:42:27.7910092Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:27.7914777Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:27.791130] 2025-08-14T21:42:37.4742387Z 2025-08-14T21:42:37.4744464Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_4e8839910217d84d_.log 2025-08-14T21:42:37.4746273Z Running 0 items in this shard: 2025-08-14T21:42:37.4746783Z 2025-08-14T21:42:37.4763606Z Running dynamo/test_compile 1/1 ... [2025-08-14 21:42:37.474500] 2025-08-14T21:42:37.4764470Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:37.4766048Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:37.475028] 2025-08-14T21:42:44.1031354Z 2025-08-14T21:42:44.1033764Z dynamo/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compile_1.1_b7c7a5e724bad92f_.log 2025-08-14T21:42:44.1035554Z Running 0 items in this shard: 2025-08-14T21:42:44.1036004Z 2025-08-14T21:42:44.1041709Z Running inductor/test_compile 1/1 ... [2025-08-14 21:42:44.103781] 2025-08-14T21:42:44.1042747Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:44.1048996Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:44.104404] 2025-08-14T21:42:53.9887841Z 2025-08-14T21:42:53.9889088Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_4fd04cf5d1a97533_.log 2025-08-14T21:42:53.9890004Z Running 0 items in this shard: 2025-08-14T21:42:53.9890270Z 2025-08-14T21:42:53.9893280Z Running export/test_db 1/1 ... [2025-08-14 21:42:53.988996] 2025-08-14T21:42:53.9894081Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:42:53.9898437Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_db.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:42:53.989453] 2025-08-14T21:43:00.2668209Z 2025-08-14T21:43:00.2669553Z export/test_db 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_db_1.1_47050af5ed504c74_.log 2025-08-14T21:43:00.2670686Z Running 0 items in this shard: 2025-08-14T21:43:00.2670970Z 2025-08-14T21:43:00.2673777Z Running inductor/test_graph_transform_observer 1/1 ... [2025-08-14 21:43:00.267087] 2025-08-14T21:43:00.2674660Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:00.2679288Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:00.267549] 2025-08-14T21:43:10.3032322Z 2025-08-14T21:43:10.3033646Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_ea206035f0efd1f9_.log 2025-08-14T21:43:10.3034746Z Running 0 items in this shard: 2025-08-14T21:43:10.3035012Z 2025-08-14T21:43:10.3039431Z Running dynamo/test_export_mutations 1/1 ... [2025-08-14 21:43:10.303603] 2025-08-14T21:43:10.3040345Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:10.3045549Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:10.304177] 2025-08-14T21:43:16.8817543Z 2025-08-14T21:43:16.8818809Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_9d5d15b29b21d936_.log 2025-08-14T21:43:16.8819789Z Running 0 items in this shard: 2025-08-14T21:43:16.8820054Z 2025-08-14T21:43:16.8824357Z Running dynamo/test_unittest 1/1 ... [2025-08-14 21:43:16.882109] 2025-08-14T21:43:16.8824922Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:16.8829936Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unittest.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:16.882625] 2025-08-14T21:43:23.4105294Z 2025-08-14T21:43:23.4106224Z dynamo/test_unittest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unittest_1.1_9b20ca36439a8252_.log 2025-08-14T21:43:23.4107141Z Running 0 items in this shard: 2025-08-14T21:43:23.4107384Z 2025-08-14T21:43:23.4111054Z Running dynamo/test_pgo 1/1 ... [2025-08-14 21:43:23.410808] 2025-08-14T21:43:23.4111608Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:23.4116291Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:23.411284] 2025-08-14T21:43:29.9385514Z 2025-08-14T21:43:29.9386441Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_558f1b01cf582eb6_.log 2025-08-14T21:43:29.9387301Z Running 0 items in this shard: 2025-08-14T21:43:29.9387547Z 2025-08-14T21:43:29.9392334Z Running dynamo/test_sources 1/1 ... [2025-08-14 21:43:29.938842] 2025-08-14T21:43:29.9392927Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:29.9397577Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:29.939359] 2025-08-14T21:43:36.0662045Z 2025-08-14T21:43:36.0663384Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_7bff94c6ac5013c0_.log 2025-08-14T21:43:36.0664350Z Running 0 items in this shard: 2025-08-14T21:43:36.0664599Z 2025-08-14T21:43:36.0668166Z Running dynamo/test_graph_deduplication 1/1 ... [2025-08-14 21:43:36.066470] 2025-08-14T21:43:36.0668819Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:36.0673019Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:36.066916] 2025-08-14T21:43:42.5444040Z 2025-08-14T21:43:42.5445418Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_a6345bad65024795_.log 2025-08-14T21:43:42.5446449Z Running 0 items in this shard: 2025-08-14T21:43:42.5446727Z 2025-08-14T21:43:42.5450327Z Running inductor/test_torchinductor_codegen_config_overrides 1/1 ... [2025-08-14 21:43:42.544650] 2025-08-14T21:43:42.5451125Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:42.5455652Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_config_overrides.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:42.545085] 2025-08-14T21:43:52.1784231Z 2025-08-14T21:43:52.1787022Z 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_a2ababa0f29be249_.log 2025-08-14T21:43:52.1789436Z Running 0 items in this shard: 2025-08-14T21:43:52.1789918Z 2025-08-14T21:43:52.1792405Z Running dynamo/test_flat_apply 1/1 ... [2025-08-14 21:43:52.178861] 2025-08-14T21:43:52.1793415Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:52.1800185Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:52.179551] 2025-08-14T21:43:58.7572094Z 2025-08-14T21:43:58.7574210Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_ca059a1e26858224_.log 2025-08-14T21:43:58.7576041Z Running 0 items in this shard: 2025-08-14T21:43:58.7576489Z 2025-08-14T21:43:58.7581245Z Running dynamo/test_guard_serialization 1/1 ... [2025-08-14 21:43:58.757742] 2025-08-14T21:43:58.7582288Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:43:58.7587929Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:43:58.758304] 2025-08-14T21:44:08.6423224Z 2025-08-14T21:44:08.6424374Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_7ff07f339cd0e55e_.log 2025-08-14T21:44:08.6425416Z Running 0 items in this shard: 2025-08-14T21:44:08.6425659Z 2025-08-14T21:44:08.6430081Z Running dynamo/test_modes 1/1 ... [2025-08-14 21:44:08.642633] 2025-08-14T21:44:08.6430596Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:08.6436059Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:08.643139] 2025-08-14T21:44:18.6765440Z 2025-08-14T21:44:18.6766412Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_0dcc7294a8ca9b66_.log 2025-08-14T21:44:18.6767339Z Running 0 items in this shard: 2025-08-14T21:44:18.6767584Z 2025-08-14T21:44:18.6772174Z Running inductor/test_split_cat_fx_aten_passes 1/1 ... [2025-08-14 21:44:18.676872] 2025-08-14T21:44:18.6772775Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:18.6777870Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_split_cat_fx_aten_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:18.677380] 2025-08-14T21:44:28.5110471Z 2025-08-14T21:44:28.5111804Z inductor/test_split_cat_fx_aten_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_aten_passes_1.1_ca41d35168a9d451_.log 2025-08-14T21:44:28.5112866Z Running 0 items in this shard: 2025-08-14T21:44:28.5113174Z 2025-08-14T21:44:28.5115998Z Running export/test_passes 1/1 ... [2025-08-14 21:44:28.511315] 2025-08-14T21:44:28.5116526Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:28.5121495Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:28.511770] 2025-08-14T21:44:36.0907700Z 2025-08-14T21:44:36.0908732Z export/test_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_passes_1.1_38b4abf70de6f08b_.log 2025-08-14T21:44:36.0909618Z Running 0 items in this shard: 2025-08-14T21:44:36.0909882Z 2025-08-14T21:44:36.0913699Z Running dynamo/test_model_output 1/1 ... [2025-08-14 21:44:36.091026] 2025-08-14T21:44:36.0914257Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:36.0918641Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_model_output.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:36.091493] 2025-08-14T21:44:44.5226601Z 2025-08-14T21:44:44.5228653Z dynamo/test_model_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_model_output_1.1_a8d80ae1d1810753_.log 2025-08-14T21:44:44.5230520Z Running 0 items in this shard: 2025-08-14T21:44:44.5230980Z 2025-08-14T21:44:44.5235935Z Running dynamo/test_sets 1/1 ... [2025-08-14 21:44:44.523121] 2025-08-14T21:44:44.5236887Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:44.5243008Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sets.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:44.523815] 2025-08-14T21:44:51.1017471Z 2025-08-14T21:44:51.1018571Z dynamo/test_sets 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sets_1.1_10b640ad34054688_.log 2025-08-14T21:44:51.1019487Z Running 0 items in this shard: 2025-08-14T21:44:51.1019751Z 2025-08-14T21:44:51.1023235Z Running dynamo/test_base_hop 1/1 ... [2025-08-14 21:44:51.101994] 2025-08-14T21:44:51.1023766Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:51.1028303Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:51.102460] 2025-08-14T21:44:57.7800219Z 2025-08-14T21:44:57.7801356Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_cf279cd7ef4fabc2_.log 2025-08-14T21:44:57.7802281Z Running 0 items in this shard: 2025-08-14T21:44:57.7802567Z 2025-08-14T21:44:57.7806149Z Running dynamo/test_profiler 1/1 ... [2025-08-14 21:44:57.780275] 2025-08-14T21:44:57.7806712Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:44:57.7810690Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:44:57.780725] 2025-08-14T21:45:04.2581311Z 2025-08-14T21:45:04.2582648Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_d8ead932251f42eb_.log 2025-08-14T21:45:04.2583571Z Running 0 items in this shard: 2025-08-14T21:45:04.2583816Z 2025-08-14T21:45:04.2587180Z Running test_content_store 1/1 ... [2025-08-14 21:45:04.258391] 2025-08-14T21:45:04.2587674Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:04.2592245Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:04.258846] 2025-08-14T21:45:12.4398080Z 2025-08-14T21:45:12.4399245Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_86b50177b8f5af68_.log 2025-08-14T21:45:12.4400111Z Running 0 items in this shard: 2025-08-14T21:45:12.4400372Z 2025-08-14T21:45:12.4404704Z Running dynamo/test_deviceguard 1/1 ... [2025-08-14 21:45:12.440143] 2025-08-14T21:45:12.4405273Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:12.4410085Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:12.440650] 2025-08-14T21:45:19.1682802Z 2025-08-14T21:45:19.1683973Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_ad070bef17814c20_.log 2025-08-14T21:45:19.1684936Z Running 0 items in this shard: 2025-08-14T21:45:19.1685203Z 2025-08-14T21:45:19.1689400Z Running dynamo/test_optimizers 1/1 ... [2025-08-14 21:45:19.168619] 2025-08-14T21:45:19.1689939Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:19.1694823Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:19.169119] 2025-08-14T21:45:25.6960102Z 2025-08-14T21:45:25.6961078Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_ab68c8621480d543_.log 2025-08-14T21:45:25.6962392Z Running 0 items in this shard: 2025-08-14T21:45:25.6962633Z 2025-08-14T21:45:25.6966387Z Running dynamo/test_debug_utils 1/1 ... [2025-08-14 21:45:25.696290] 2025-08-14T21:45:25.6966951Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:25.6971807Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:25.696796] 2025-08-14T21:45:34.1779533Z 2025-08-14T21:45:34.1780502Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_b1d028a3710975b3_.log 2025-08-14T21:45:34.1781426Z Running 0 items in this shard: 2025-08-14T21:45:34.1781669Z 2025-08-14T21:45:34.1785659Z Running dynamo/test_python_dispatcher 1/1 ... [2025-08-14 21:45:34.178208] 2025-08-14T21:45:34.1786289Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:34.1790660Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:34.178703] 2025-08-14T21:45:40.9063254Z 2025-08-14T21:45:40.9064493Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_60a402f4fa5f6cbd_.log 2025-08-14T21:45:40.9065480Z Running 0 items in this shard: 2025-08-14T21:45:40.9065746Z 2025-08-14T21:45:40.9069735Z Running export/test_lift_unlift 1/1 ... [2025-08-14 21:45:40.906621] 2025-08-14T21:45:40.9070300Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:40.9074442Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:40.907095] 2025-08-14T21:45:47.0333017Z 2025-08-14T21:45:47.0334406Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_5f48ad012284f6ee_.log 2025-08-14T21:45:47.0335373Z Running 0 items in this shard: 2025-08-14T21:45:47.0335625Z 2025-08-14T21:45:47.0339411Z Running dynamo/test_compiler_bisector 1/1 ... [2025-08-14 21:45:47.033639] 2025-08-14T21:45:47.0339982Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:47.0345683Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compiler_bisector.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:47.034137] 2025-08-14T21:45:56.7167319Z 2025-08-14T21:45:56.7168656Z dynamo/test_compiler_bisector 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compiler_bisector_1.1_8d830761abbe7249_.log 2025-08-14T21:45:56.7169676Z Running 0 items in this shard: 2025-08-14T21:45:56.7169950Z 2025-08-14T21:45:56.7173394Z Running test_model_exports_to_core_aten 1/1 ... [2025-08-14 21:45:56.716987] 2025-08-14T21:45:56.7173975Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:45:56.7179368Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:45:56.717538] 2025-08-14T21:46:03.4453084Z 2025-08-14T21:46:03.4454415Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_69b1e70a313de31e_.log 2025-08-14T21:46:03.4455813Z Running 0 items in this shard: 2025-08-14T21:46:03.4456084Z 2025-08-14T21:46:03.4458915Z Running dynamo/test_package 1/1 ... [2025-08-14 21:46:03.445570] 2025-08-14T21:46:03.4459457Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:03.4464172Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:03.446038] 2025-08-14T21:46:13.5333326Z 2025-08-14T21:46:13.5334430Z dynamo/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_package_1.1_f1b10bd0b241d666_.log 2025-08-14T21:46:13.5335322Z Running 0 items in this shard: 2025-08-14T21:46:13.5339260Z 2025-08-14T21:46:13.5339612Z Running export/test_experimental 1/1 ... [2025-08-14 21:46:13.533627] 2025-08-14T21:46:13.5340173Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:13.5344925Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_experimental.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:13.534095] 2025-08-14T21:46:19.8114442Z 2025-08-14T21:46:19.8116023Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_447b41046f0e8a24_.log 2025-08-14T21:46:19.8117295Z Running 0 items in this shard: 2025-08-14T21:46:19.8117561Z 2025-08-14T21:46:19.8120646Z Running dynamo/test_input_attr_tracking 1/1 ... [2025-08-14 21:46:19.811746] 2025-08-14T21:46:19.8121398Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:19.8126128Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:19.812220] 2025-08-14T21:46:26.3401462Z 2025-08-14T21:46:26.3403532Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_aca770f5c64c3437_.log 2025-08-14T21:46:26.3404780Z Running 0 items in this shard: 2025-08-14T21:46:26.3405056Z 2025-08-14T21:46:26.3406130Z Running dynamo/test_bytecode_utils 1/1 ... [2025-08-14 21:46:26.340278] 2025-08-14T21:46:26.3407130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:26.3412743Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:26.340792] 2025-08-14T21:46:32.8184251Z 2025-08-14T21:46:32.8185871Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_c1b82e9ec49cf735_.log 2025-08-14T21:46:32.8186883Z Running 0 items in this shard: 2025-08-14T21:46:32.8187161Z 2025-08-14T21:46:32.8191194Z Running export/test_hop 1/1 ... [2025-08-14 21:46:32.818741] 2025-08-14T21:46:32.8192175Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:32.8197051Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_hop.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:32.819251] 2025-08-14T21:46:42.0022779Z 2025-08-14T21:46:42.0024427Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_958de7ff037e319a_.log 2025-08-14T21:46:42.0025707Z Running 0 items in this shard: 2025-08-14T21:46:42.0026268Z 2025-08-14T21:46:42.0029817Z Running export/test_converter 1/1 ... [2025-08-14 21:46:42.002602] 2025-08-14T21:46:42.0031076Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:42.0035831Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_converter.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:42.003090] 2025-08-14T21:46:48.5805678Z 2025-08-14T21:46:48.5807418Z export/test_converter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_converter_1.1_eaa9a00343ac698b_.log 2025-08-14T21:46:48.5808347Z Running 0 items in this shard: 2025-08-14T21:46:48.5808621Z 2025-08-14T21:46:48.5814946Z Running dynamo/test_error_messages 1/1 ... [2025-08-14 21:46:48.581079] 2025-08-14T21:46:48.5815965Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:48.5821519Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:48.581689] 2025-08-14T21:46:55.0591688Z 2025-08-14T21:46:55.0593506Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_0a60206acb602021_.log 2025-08-14T21:46:55.0594486Z Running 0 items in this shard: 2025-08-14T21:46:55.0594736Z 2025-08-14T21:46:55.0597919Z Running export/test_sparse 1/1 ... [2025-08-14 21:46:55.059448] 2025-08-14T21:46:55.0598872Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:46:55.0603055Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_sparse.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:46:55.059895] 2025-08-14T21:47:01.2868171Z 2025-08-14T21:47:01.2869915Z export/test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_sparse_1.1_8b3a86e66ed266ee_.log 2025-08-14T21:47:01.2870825Z Running 0 items in this shard: 2025-08-14T21:47:01.2871085Z 2025-08-14T21:47:01.2875004Z Running test_dynamic_shapes 1/1 ... [2025-08-14 21:47:01.287097] 2025-08-14T21:47:01.2875672Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:01.2880058Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:01.287557] 2025-08-14T21:47:07.8653006Z 2025-08-14T21:47:07.8654690Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_bcf46a3505ba0787_.log 2025-08-14T21:47:07.8655572Z Running 0 items in this shard: 2025-08-14T21:47:07.8655874Z 2025-08-14T21:47:07.8659619Z Running higher_order_ops/test_invoke_subgraph 1/1 ... [2025-08-14 21:47:07.865606] 2025-08-14T21:47:07.8660586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:07.8665103Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_subgraph.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:07.866072] 2025-08-14T21:47:17.8496683Z 2025-08-14T21:47:17.8498649Z higher_order_ops/test_invoke_subgraph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_915771fcf932312b_.log 2025-08-14T21:47:17.8499714Z Running 0 items in this shard: 2025-08-14T21:47:17.8499982Z 2025-08-14T21:47:17.8502613Z Running test_package 1/1 ... [2025-08-14 21:47:17.849896] 2025-08-14T21:47:17.8503593Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:17.8507890Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_package.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:17.850354] 2025-08-14T21:47:24.4280184Z 2025-08-14T21:47:24.4281586Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_4482858444e3c931_.log 2025-08-14T21:47:24.4282710Z Running 0 items in this shard: 2025-08-14T21:47:24.4283264Z 2025-08-14T21:47:24.4286917Z Running functorch/test_rearrange 1/1 ... [2025-08-14 21:47:24.428298] 2025-08-14T21:47:24.4288003Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:24.4292096Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:24.428770] 2025-08-14T21:47:30.5055652Z 2025-08-14T21:47:30.5057302Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_2ca052956cf090be_.log 2025-08-14T21:47:30.5058289Z Running 0 items in this shard: 2025-08-14T21:47:30.5058552Z 2025-08-14T21:47:30.5062111Z Running functorch/test_parsing 1/1 ... [2025-08-14 21:47:30.505863] 2025-08-14T21:47:30.5063131Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:30.5067413Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:30.506330] 2025-08-14T21:47:36.7332091Z 2025-08-14T21:47:36.7333792Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_ecedcc960e9052a1_.log 2025-08-14T21:47:36.7334779Z Running 0 items in this shard: 2025-08-14T21:47:36.7335041Z 2025-08-14T21:47:36.7338719Z Running test_hop_infra 1/1 ... [2025-08-14 21:47:36.733523] 2025-08-14T21:47:36.7340105Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:36.7344169Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_hop_infra.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:36.734006] 2025-08-14T21:47:43.8624249Z 2025-08-14T21:47:43.8625882Z test_hop_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hop_infra_1.1_b4a789931bf8b843_.log 2025-08-14T21:47:43.8626744Z Running 0 items in this shard: 2025-08-14T21:47:43.8626988Z 2025-08-14T21:47:43.8630533Z Running test_comparison_utils 1/1 ... [2025-08-14 21:47:43.862731] 2025-08-14T21:47:43.8631917Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:43.8637514Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:43.863292] 2025-08-14T21:47:49.9897048Z 2025-08-14T21:47:49.9898818Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_1df0fa19fa021011_.log 2025-08-14T21:47:49.9899729Z Running 0 items in this shard: 2025-08-14T21:47:49.9899994Z 2025-08-14T21:47:49.9903758Z Running functorch/test_control_flow 1/1 ... [2025-08-14 21:47:49.990023] 2025-08-14T21:47:49.9904862Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:49.9909732Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_control_flow.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:49.990530] 2025-08-14T21:47:57.7701738Z 2025-08-14T21:47:57.7702835Z functorch/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_control_flow_1.1_e4c21b42f566a601_.log 2025-08-14T21:47:57.7703828Z Running 0 items in this shard: 2025-08-14T21:47:57.7704072Z 2025-08-14T21:47:57.7708205Z Running functorch/test_ac_logging 1/1 ... [2025-08-14 21:47:57.770484] 2025-08-14T21:47:57.7708745Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:47:57.7713453Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ac_logging.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:47:57.770961] 2025-08-14T21:48:03.8472555Z 2025-08-14T21:48:03.8476004Z functorch/test_ac_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_logging_1.1_fa44da4857d6bcd6_.log 2025-08-14T21:48:03.8477032Z Running 0 items in this shard: 2025-08-14T21:48:03.8477286Z 2025-08-14T21:48:03.8478406Z Running test_mkl_verbose 1/1 ... [2025-08-14 21:48:03.847552] 2025-08-14T21:48:03.8478890Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:03.8484347Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:03.848075] 2025-08-14T21:48:09.9246211Z 2025-08-14T21:48:09.9247347Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_eb95642d851c0cd2_.log 2025-08-14T21:48:09.9248193Z Running 0 items in this shard: 2025-08-14T21:48:09.9248461Z 2025-08-14T21:48:09.9253197Z Running test_appending_byte_serializer 1/1 ... [2025-08-14 21:48:09.924820] 2025-08-14T21:48:09.9254037Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:09.9257141Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_appending_byte_serializer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:09.925270] 2025-08-14T21:48:16.0020603Z 2025-08-14T21:48:16.0021852Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_385836818ff0bf0c_.log 2025-08-14T21:48:16.0022847Z Running 0 items in this shard: 2025-08-14T21:48:16.0023119Z 2025-08-14T21:48:16.0027067Z Running test_autoload 1/1 ... [2025-08-14 21:48:16.002392] 2025-08-14T21:48:16.0027574Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:16.0033197Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:16.002928] 2025-08-14T21:48:22.1298762Z 2025-08-14T21:48:22.1299956Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_df95a5b8aa1112a3_.log 2025-08-14T21:48:22.1300827Z Running 0 items in this shard: 2025-08-14T21:48:22.1301090Z 2025-08-14T21:48:22.1305099Z Running test_proxy_tensor 1/1 ... [2025-08-14 21:48:22.130229] 2025-08-14T21:48:22.1305603Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:22.1311223Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_proxy_tensor.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:22.130772] 2025-08-14T21:48:30.7125394Z 2025-08-14T21:48:30.7126715Z test_proxy_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_proxy_tensor_1.1_23bd7bfbe1c63f56_.log 2025-08-14T21:48:30.7127573Z Running 0 items in this shard: 2025-08-14T21:48:30.7127841Z 2025-08-14T21:48:30.7132008Z Running test_mkldnn_verbose 1/1 ... [2025-08-14 21:48:30.712847] 2025-08-14T21:48:30.7132585Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:30.7138151Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:30.713415] 2025-08-14T21:48:36.8901576Z 2025-08-14T21:48:36.8905329Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_c23d083aa075b19f_.log 2025-08-14T21:48:36.8906734Z Running 0 items in this shard: 2025-08-14T21:48:36.8906985Z 2025-08-14T21:48:36.8907618Z Running test_utils_config_module 1/1 ... [2025-08-14 21:48:36.890457] 2025-08-14T21:48:36.8908132Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:36.8913751Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:36.891000] 2025-08-14T21:48:43.0679249Z 2025-08-14T21:48:43.0680442Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_167cbf6a5fc02f4a_.log 2025-08-14T21:48:43.0681390Z Running 0 items in this shard: 2025-08-14T21:48:43.0681640Z 2025-08-14T21:48:43.0686530Z Running test_functionalization 1/1 ... [2025-08-14 21:48:43.068359] 2025-08-14T21:48:43.0687080Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:43.0692466Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:43.068892] 2025-08-14T21:48:49.2957807Z 2025-08-14T21:48:49.2959518Z test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_1.1_b07826b90a7f587a_.log 2025-08-14T21:48:49.2961404Z Running 0 items in this shard: 2025-08-14T21:48:49.2961874Z 2025-08-14T21:48:49.2967068Z Running test_rename_privateuse1_to_existing_device 1/1 ... [2025-08-14 21:48:49.296220] 2025-08-14T21:48:49.2968265Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:49.2973059Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_rename_privateuse1_to_existing_device.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:49.296773] 2025-08-14T21:48:55.3736643Z 2025-08-14T21:48:55.3739147Z test_rename_privateuse1_to_existing_device 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_rename_privateuse1_to_existing_device_1.1_814792511c9b3d99_.log 2025-08-14T21:48:55.3741403Z Running 0 items in this shard: 2025-08-14T21:48:55.3741874Z 2025-08-14T21:48:55.3745631Z Running test_transformers 1/1 ... [2025-08-14 21:48:55.374188] 2025-08-14T21:48:55.3746608Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:48:55.3752848Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:48:55.374811] 2025-08-14T21:49:08.1151287Z 2025-08-14T21:49:08.1152575Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_676404ec212da513_.log 2025-08-14T21:49:08.1153847Z Running 0 items in this shard: 2025-08-14T21:49:08.1154092Z 2025-08-14T21:49:08.1157548Z Running xpu/test_fusion 1/1 ... [2025-08-14 21:49:08.115446] 2025-08-14T21:49:08.1158073Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:08.1164275Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_fusion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:08.116045] 2025-08-14T21:49:14.5861856Z 2025-08-14T21:49:14.5862773Z xpu/test_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_fusion_1.1_89943dc5b4db6773_.log 2025-08-14T21:49:14.5863626Z Running 0 items in this shard: 2025-08-14T21:49:14.5863872Z 2025-08-14T21:49:14.5868830Z Running test_expanded_weights 1/1 ... [2025-08-14 21:49:14.586555] 2025-08-14T21:49:14.5869525Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:14.5874360Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:14.587086] 2025-08-14T21:49:24.3219243Z 2025-08-14T21:49:24.3220410Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_e78124e1a0468521_.log 2025-08-14T21:49:24.3221326Z Running 0 items in this shard: 2025-08-14T21:49:24.3221588Z 2025-08-14T21:49:24.3224924Z Running typing/test_python_operators 1/1 ... [2025-08-14 21:49:24.322158] 2025-08-14T21:49:24.3225498Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:24.3230196Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'typing/test_python_operators.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:24.322612] 2025-08-14T21:49:30.6999119Z 2025-08-14T21:49:30.7000613Z typing/test_python_operators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/typing.test_python_operators_1.1_b906cf6b0aaa49b0_.log 2025-08-14T21:49:30.7001629Z Running 0 items in this shard: 2025-08-14T21:49:30.7004769Z 2025-08-14T21:49:30.7005089Z Running test_fx_experimental 1/1 ... [2025-08-14 21:49:30.700200] 2025-08-14T21:49:30.7005591Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:30.7010316Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_experimental.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:30.700681] 2025-08-14T21:49:40.7358153Z 2025-08-14T21:49:40.7359362Z test_fx_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_experimental_1.1_d2b6ed3480626ad6_.log 2025-08-14T21:49:40.7360324Z Running 0 items in this shard: 2025-08-14T21:49:40.7360572Z 2025-08-14T21:49:40.7365168Z Running test_file_check 1/1 ... [2025-08-14 21:49:40.736171] 2025-08-14T21:49:40.7365690Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:40.7370996Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_file_check.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:40.736721] 2025-08-14T21:49:46.7631319Z 2025-08-14T21:49:46.7633751Z test_file_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_file_check_1.1_6f01f45d8d0fdfcc_.log 2025-08-14T21:49:46.7635446Z Running 0 items in this shard: 2025-08-14T21:49:46.7635916Z 2025-08-14T21:49:46.7641007Z Running torch_np/test_dtype 1/1 ... [2025-08-14 21:49:46.763742] 2025-08-14T21:49:46.7642518Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:46.7648412Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_dtype.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:46.764362] 2025-08-14T21:49:52.9410677Z 2025-08-14T21:49:52.9412352Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_083ec0aa861ba9c0_.log 2025-08-14T21:49:52.9414097Z Running 0 items in this shard: 2025-08-14T21:49:52.9414543Z 2025-08-14T21:49:52.9419818Z Running higher_order_ops/test_with_effects 1/1 ... [2025-08-14 21:49:52.941620] 2025-08-14T21:49:52.9420955Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:49:52.9427046Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_with_effects.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:49:52.942227] 2025-08-14T21:50:00.2211320Z 2025-08-14T21:50:00.2212914Z higher_order_ops/test_with_effects 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_with_effects_1.1_f1d240cfa81394b3_.log 2025-08-14T21:50:00.2214183Z Running 0 items in this shard: 2025-08-14T21:50:00.2214654Z 2025-08-14T21:50:00.2217542Z Running test_native_functions 1/1 ... [2025-08-14 21:50:00.221408] 2025-08-14T21:50:00.2218118Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:00.2222524Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_native_functions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:00.221885] 2025-08-14T21:50:06.2990010Z 2025-08-14T21:50:06.2991423Z test_native_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_native_functions_1.1_3103a80b6c56a085_.log 2025-08-14T21:50:06.2992374Z Running 0 items in this shard: 2025-08-14T21:50:06.2992981Z 2025-08-14T21:50:06.2993293Z Running functorch/test_minifier 1/1 ... [2025-08-14 21:50:06.298963] 2025-08-14T21:50:06.2993825Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:06.2998509Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_minifier.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:06.299457] 2025-08-14T21:50:12.8771083Z 2025-08-14T21:50:12.8772079Z functorch/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_minifier_1.1_656dbdfb7d695b52_.log 2025-08-14T21:50:12.8773076Z Running 0 items in this shard: 2025-08-14T21:50:12.8773324Z 2025-08-14T21:50:12.8776615Z Running test_flop_counter 1/1 ... [2025-08-14 21:50:12.877356] 2025-08-14T21:50:12.8777106Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:12.8781698Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_flop_counter.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:12.877825] 2025-08-14T21:50:19.7558355Z 2025-08-14T21:50:19.7559587Z test_flop_counter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_flop_counter_1.1_0734245c41539927_.log 2025-08-14T21:50:19.7560472Z Running 0 items in this shard: 2025-08-14T21:50:19.7560719Z 2025-08-14T21:50:19.7563846Z Running torch_np/test_nep50_examples 1/1 ... [2025-08-14 21:50:19.756010] 2025-08-14T21:50:19.7564459Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:19.7568726Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:19.756478] 2025-08-14T21:50:26.2839133Z 2025-08-14T21:50:26.2840362Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_ce3f944bfd4b238a_.log 2025-08-14T21:50:26.2841371Z Running 0 items in this shard: 2025-08-14T21:50:26.2841648Z 2025-08-14T21:50:26.2844517Z Running higher_order_ops/test_invoke_quant 1/1 ... [2025-08-14 21:50:26.284127] 2025-08-14T21:50:26.2845111Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:26.2849723Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_quant.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:26.284583] 2025-08-14T21:50:35.8176092Z 2025-08-14T21:50:35.8177712Z higher_order_ops/test_invoke_quant 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_quant_1.1_9977139865b1511e_.log 2025-08-14T21:50:35.8178753Z Running 0 items in this shard: 2025-08-14T21:50:35.8179023Z 2025-08-14T21:50:35.8182057Z Running test_per_overload_api 1/1 ... [2025-08-14 21:50:35.817875] 2025-08-14T21:50:35.8182881Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:35.8187177Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:35.818323] 2025-08-14T21:50:41.8947560Z 2025-08-14T21:50:41.8948702Z 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_ab2526cd95c39a66_.log 2025-08-14T21:50:41.8949657Z Running 0 items in this shard: 2025-08-14T21:50:41.8949903Z 2025-08-14T21:50:41.8953178Z Running test_tensorexpr_pybind 1/1 ... [2025-08-14 21:50:41.894972] 2025-08-14T21:50:41.8953743Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:41.8958402Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorexpr_pybind.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:41.895421] 2025-08-14T21:50:48.1223516Z 2025-08-14T21:50:48.1224804Z test_tensorexpr_pybind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_pybind_1.1_98238fa12ecf9226_.log 2025-08-14T21:50:48.1225753Z Running 0 items in this shard: 2025-08-14T21:50:48.1225998Z 2025-08-14T21:50:48.1229544Z Running test_pytree 1/1 ... [2025-08-14 21:50:48.122608] 2025-08-14T21:50:48.1230349Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:48.1235154Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pytree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:48.123059] 2025-08-14T21:50:54.4498498Z 2025-08-14T21:50:54.4499592Z test_pytree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pytree_1.1_abf9161d20f4c831_.log 2025-08-14T21:50:54.4500417Z Running 0 items in this shard: 2025-08-14T21:50:54.4500676Z 2025-08-14T21:50:54.4507961Z Running test_fx_passes 1/1 ... [2025-08-14 21:50:54.450411] 2025-08-14T21:50:54.4508752Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:50:54.4514244Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_passes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:50:54.451032] 2025-08-14T21:51:00.7280913Z 2025-08-14T21:51:00.7282138Z test_fx_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_passes_1.1_9d4351daf62ab17a_.log 2025-08-14T21:51:00.7283000Z Running 0 items in this shard: 2025-08-14T21:51:00.7283245Z 2025-08-14T21:51:00.7286626Z Running test_module_tracker 1/1 ... [2025-08-14 21:51:00.728319] 2025-08-14T21:51:00.7287430Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:51:00.7291930Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_module_tracker.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:51:00.728784] 2025-08-14T21:51:06.8055161Z 2025-08-14T21:51:06.8056516Z test_module_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_module_tracker_1.1_b0ec657e263db611_.log 2025-08-14T21:51:06.8057472Z Running 0 items in this shard: 2025-08-14T21:51:06.8057720Z 2025-08-14T21:51:06.8061162Z Running test_typing 1/1 ... [2025-08-14 21:51:06.805762] 2025-08-14T21:51:06.8061906Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:51:06.8066523Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_typing.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:51:06.806239] 2025-08-14T21:51:12.9829889Z 2025-08-14T21:51:12.9830755Z test_typing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_typing_1.1_6b1dd3378dd855fe_.log 2025-08-14T21:51:12.9831975Z Running 0 items in this shard: 2025-08-14T21:51:12.9832238Z 2025-08-14T21:51:12.9836357Z Running test_nestedtensor 4/5 ... [2025-08-14 21:51:12.983321] 2025-08-14T21:51:12.9836907Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:51:12.9842300Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'serial', '--shard-id=4', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:51:12.983803] 2025-08-14T21:51:23.4693876Z 2025-08-14T21:51:23.4694988Z test_nestedtensor 4/5 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_4.5_71e0f875a7e546a9_.log 2025-08-14T21:51:23.4695875Z Running 0 items in this shard: 2025-08-14T21:51:23.4696118Z 2025-08-14T21:51:23.4700141Z Running test_meta 6/6 ... [2025-08-14 21:51:23.469711] 2025-08-14T21:51:23.4700608Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:51:23.4706035Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'serial', '--shard-id=6', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:51:23.470228] 2025-08-14T21:51:44.3762780Z 2025-08-14T21:51:44.3763850Z test_meta 6/6 was successful, full logs can be found in artifacts with path test/test-reports/test_meta_6.6_2f97b7ff897ccf43_.log 2025-08-14T21:51:44.3764633Z Running 0 items in this shard: 2025-08-14T21:51:44.3764897Z 2025-08-14T21:51:44.3768851Z Running test_decomp 2/26 ... [2025-08-14 21:51:44.376561] 2025-08-14T21:51:44.3769399Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:51:44.3774704Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=2', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:51:44.377060] 2025-08-14T21:51:56.5160113Z 2025-08-14T21:51:56.5163619Z test_decomp 2/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_2.26_800b36a8ac216ef2_.log 2025-08-14T21:51:56.5165060Z Running 0 items in this shard: 2025-08-14T21:51:56.5165323Z 2025-08-14T21:51:56.5165591Z Running test_decomp 9/26 ... [2025-08-14 21:51:56.516268] 2025-08-14T21:51:56.5166106Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:51:56.5170817Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=9', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:51:56.516714] 2025-08-14T21:52:08.6558511Z 2025-08-14T21:52:08.6559598Z test_decomp 9/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_9.26_e74be06beeae1c63_.log 2025-08-14T21:52:08.6560438Z Running 0 items in this shard: 2025-08-14T21:52:08.6560683Z 2025-08-14T21:52:08.6565198Z Running test_decomp 12/26 ... [2025-08-14 21:52:08.656172] 2025-08-14T21:52:08.6565699Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:52:08.6570827Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=12', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:52:08.656697] 2025-08-14T21:52:20.8456328Z 2025-08-14T21:52:20.8457522Z test_decomp 12/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.26_748d2117729e53a9_.log 2025-08-14T21:52:20.8458353Z Running 0 items in this shard: 2025-08-14T21:52:20.8458596Z 2025-08-14T21:52:20.8462379Z Running test_decomp 19/26 ... [2025-08-14 21:52:20.845897] 2025-08-14T21:52:20.8463349Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:52:20.8469054Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=19', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:52:20.846444] 2025-08-14T21:52:32.9855662Z 2025-08-14T21:52:32.9856880Z test_decomp 19/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_19.26_373f1f1d1889f3ff_.log 2025-08-14T21:52:32.9858105Z Running 0 items in this shard: 2025-08-14T21:52:32.9858382Z 2025-08-14T21:52:32.9862525Z Running test_decomp 22/26 ... [2025-08-14 21:52:32.985871] 2025-08-14T21:52:32.9863018Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:52:32.9867946Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'serial', '--shard-id=22', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:52:32.986388] 2025-08-14T21:52:44.7745129Z 2025-08-14T21:52:44.7746063Z test_decomp 22/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_22.26_02e4cd22f1e37fd7_.log 2025-08-14T21:52:44.7746877Z Running 0 items in this shard: 2025-08-14T21:52:44.7747183Z 2025-08-14T21:52:44.7751855Z Running test_ops_jit 2/3 ... [2025-08-14 21:52:44.774837] 2025-08-14T21:52:44.7752354Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:52:44.7757840Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'serial', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:52:44.775366] 2025-08-14T21:52:54.4594492Z 2025-08-14T21:52:54.4595565Z test_ops_jit 2/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_2.3_9d141fa629d20dac_.log 2025-08-14T21:52:54.4596407Z Running 0 items in this shard: 2025-08-14T21:52:54.4596672Z 2025-08-14T21:52:54.4601482Z Running test_ops_jit 3/3 ... [2025-08-14 21:52:54.459775] 2025-08-14T21:52:54.4602121Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:52:54.4608482Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:52:54.460322] 2025-08-14T21:53:04.2958542Z 2025-08-14T21:53:04.2959550Z test_ops_jit 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_3.3_7b76f2a7f3bbdf20_.log 2025-08-14T21:53:04.2960374Z Running 0 items in this shard: 2025-08-14T21:53:04.2960619Z 2025-08-14T21:53:04.2965086Z Running test_ops_fwd_gradients 3/3 ... [2025-08-14 21:53:04.296174] 2025-08-14T21:53:04.2965599Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:53:04.2970801Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_fwd_gradients.py', '-m', 'serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:53:04.296695] 2025-08-14T21:53:14.6312513Z 2025-08-14T21:53:14.6313734Z 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_686817ef8798fd47_.log 2025-08-14T21:53:14.6314659Z Running 0 items in this shard: 2025-08-14T21:53:14.6314943Z 2025-08-14T21:53:14.6319117Z Running test_ops 2/13 ... [2025-08-14 21:53:14.631552] 2025-08-14T21:53:14.6319591Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:53:14.6324352Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'serial', '--shard-id=2', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:53:14.632056] 2025-08-14T21:53:36.6385230Z 2025-08-14T21:53:36.6386347Z test_ops 2/13 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_2.13_b86e7797bf88c933_.log 2025-08-14T21:53:36.6387153Z Running 0 items in this shard: 2025-08-14T21:53:36.6387443Z 2025-08-14T21:53:36.6392938Z Running test_ops 9/13 ... [2025-08-14 21:53:36.638939] 2025-08-14T21:53:36.6393402Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:53:36.6399258Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'serial', '--shard-id=9', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:53:36.639502] 2025-08-14T21:53:59.0495067Z 2025-08-14T21:53:59.0496507Z test_ops 9/13 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_9.13_d36b5e701ce50ecd_.log 2025-08-14T21:53:59.0498075Z Running 0 items in this shard: 2025-08-14T21:53:59.0498514Z 2025-08-14T21:53:59.0503492Z Running test_ops 12/13 ... [2025-08-14 21:53:59.049964] 2025-08-14T21:53:59.0504322Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:53:59.0509935Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'serial', '--shard-id=12', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:53:59.050501] 2025-08-14T21:54:21.6098233Z 2025-08-14T21:54:21.6099154Z test_ops 12/13 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_12.13_f1d5814022763136_.log 2025-08-14T21:54:21.6099970Z Running 0 items in this shard: 2025-08-14T21:54:21.6100218Z 2025-08-14T21:54:21.6105130Z Running functorch/test_ops 4/9 ... [2025-08-14 21:54:21.610187] 2025-08-14T21:54:21.6105646Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:54:21.6111110Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=4', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:54:21.610711] 2025-08-14T21:54:34.3011120Z 2025-08-14T21:54:34.3012136Z functorch/test_ops 4/9 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_4.9_5881965f1a46eca6_.log 2025-08-14T21:54:34.3013454Z Running 0 items in this shard: 2025-08-14T21:54:34.3013702Z 2025-08-14T21:54:34.3016943Z Running functorch/test_ops 7/9 ... [2025-08-14 21:54:34.301368] 2025-08-14T21:54:34.3017738Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:54:34.3022372Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'serial', '--shard-id=7', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:54:34.301836] 2025-08-14T21:54:47.3918220Z 2025-08-14T21:54:47.3919434Z functorch/test_ops 7/9 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_7.9_ee3c37c71ff5921a_.log 2025-08-14T21:54:47.3920340Z Running 0 items in this shard: 2025-08-14T21:54:47.3920601Z 2025-08-14T21:54:47.3924631Z Running optim/test_swa_utils 1/1 ... [2025-08-14 21:54:47.392147] 2025-08-14T21:54:47.3925178Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:54:47.3930037Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:54:47.392639] 2025-08-14T21:54:53.4110201Z 2025-08-14T21:54:53.4111302Z 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_c6380da55aebe3cf_.log 2025-08-14T21:54:53.4112089Z 2025-08-14T21:54:53.4116507Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-08-14 21:54:53.411342] 2025-08-14T21:54:53.4117142Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:54:53.4122086Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:54:53.411839] 2025-08-14T21:54:59.4881137Z 2025-08-14T21:54:59.4883721Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_31db38217760be01_.log 2025-08-14T21:54:59.4885998Z Running 0 items in this shard: 2025-08-14T21:54:59.4886469Z 2025-08-14T21:54:59.4887405Z Running nn/test_init 1/1 ... [2025-08-14 21:54:59.488421] 2025-08-14T21:54:59.4888413Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:54:59.4893305Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:54:59.488954] 2025-08-14T21:55:06.1663924Z 2025-08-14T21:55:06.1665030Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_8ba5ecad0d08b6c0_.log 2025-08-14T21:55:06.1665870Z Running 0 items in this shard: 2025-08-14T21:55:06.1666114Z 2025-08-14T21:55:06.1671041Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-08-14 21:55:06.166685] 2025-08-14T21:55:06.1671709Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:06.1675574Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:06.167162] 2025-08-14T21:55:12.2436930Z 2025-08-14T21:55:12.2438352Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_4b07daef6b0da47c_.log 2025-08-14T21:55:12.2439910Z Running 0 items in this shard: 2025-08-14T21:55:12.2440157Z 2025-08-14T21:55:12.2443750Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-08-14 21:55:12.244007] 2025-08-14T21:55:12.2444347Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:12.2449781Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:12.244544] 2025-08-14T21:55:18.4209536Z 2025-08-14T21:55:18.4210706Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_238e7812763a66ef_.log 2025-08-14T21:55:18.4211785Z Running 0 items in this shard: 2025-08-14T21:55:18.4212028Z 2025-08-14T21:55:18.4215398Z Running test_cuda_multigpu 1/1 ... [2025-08-14 21:55:18.421258] 2025-08-14T21:55:18.4215964Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:18.4220848Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:18.421727] 2025-08-14T21:55:27.1534880Z 2025-08-14T21:55:27.1535807Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_478932ccb0726700_.log 2025-08-14T21:55:27.1536965Z Running 1 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats 2025-08-14T21:55:27.1537483Z 2025-08-14T21:55:27.6133874Z Uploading artifacts took 0.46 seconds 2025-08-14T21:55:27.6139635Z Running test_type_promotion 1/1 ... [2025-08-14 21:55:27.613650] 2025-08-14T21:55:27.6140166Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:27.6144903Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:27.614102] 2025-08-14T21:55:35.8450567Z 2025-08-14T21:55:35.8451583Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_e39959d0e3b723e5_.log 2025-08-14T21:55:35.8452469Z Running 0 items in this shard: 2025-08-14T21:55:35.8452710Z 2025-08-14T21:55:35.8458723Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-08-14 21:55:35.845499] 2025-08-14T21:55:35.8459348Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:35.8465087Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:35.846083] 2025-08-14T21:55:42.0726539Z 2025-08-14T21:55:42.0727770Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_1a7f08961d513ec7_.log 2025-08-14T21:55:42.0728880Z Running 0 items in this shard: 2025-08-14T21:55:42.0730798Z 2025-08-14T21:55:42.0735740Z Running test_jit_autocast 1/1 ... [2025-08-14 21:55:42.073220] 2025-08-14T21:55:42.0736302Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:42.0741165Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:42.073742] 2025-08-14T21:55:52.5085400Z 2025-08-14T21:55:52.5086370Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_de333d40297a4760_.log 2025-08-14T21:55:52.5087623Z Running 0 items in this shard: 2025-08-14T21:55:52.5087898Z 2025-08-14T21:55:52.5091882Z Running test_dlpack 1/1 ... [2025-08-14 21:55:52.508868] 2025-08-14T21:55:52.5092365Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:55:52.5098174Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dlpack.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:55:52.509401] 2025-08-14T21:56:00.7399001Z 2025-08-14T21:56:00.7399891Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_f315ba1c084a5a02_.log 2025-08-14T21:56:00.7400685Z Running 0 items in this shard: 2025-08-14T21:56:00.7400942Z 2025-08-14T21:56:00.7405859Z Running profiler/test_profiler_tree 1/1 ... [2025-08-14 21:56:00.740249] 2025-08-14T21:56:00.7406461Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:00.7411493Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:00.740773] 2025-08-14T21:56:06.8671830Z 2025-08-14T21:56:06.8673151Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_bccfe22dc7696ad2_.log 2025-08-14T21:56:06.8674144Z Running 0 items in this shard: 2025-08-14T21:56:06.8674411Z 2025-08-14T21:56:06.8679174Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-08-14 21:56:06.867570] 2025-08-14T21:56:06.8679825Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:06.8685202Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:06.868138] 2025-08-14T21:56:12.9442621Z 2025-08-14T21:56:12.9445598Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_a54e43dd65c3c042_.log 2025-08-14T21:56:12.9447889Z Running 0 items in this shard: 2025-08-14T21:56:12.9448372Z 2025-08-14T21:56:12.9452141Z Running profiler/test_torch_tidy 1/1 ... [2025-08-14 21:56:12.944836] 2025-08-14T21:56:12.9453200Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:12.9459570Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:12.945483] 2025-08-14T21:56:18.9718972Z 2025-08-14T21:56:18.9720682Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_02b8f621f4ba72b0_.log 2025-08-14T21:56:18.9721693Z Running 0 items in this shard: 2025-08-14T21:56:18.9721940Z 2025-08-14T21:56:18.9725179Z Running torch_np/test_reductions 1/1 ... [2025-08-14 21:56:18.972180] 2025-08-14T21:56:18.9726151Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:18.9730738Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:18.972670] 2025-08-14T21:56:25.4998952Z 2025-08-14T21:56:25.5000290Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_211b0a9700460a2c_.log 2025-08-14T21:56:25.5001651Z Running 0 items in this shard: 2025-08-14T21:56:25.5001934Z 2025-08-14T21:56:25.5005266Z Running lazy/test_reuse_ir 1/1 ... [2025-08-14 21:56:25.500213] 2025-08-14T21:56:25.5005962Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:25.5010625Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:25.500711] 2025-08-14T21:56:31.7271671Z 2025-08-14T21:56:31.7275674Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_022d8a4d87ec6a76_.log 2025-08-14T21:56:31.7276566Z Running 0 items in this shard: 2025-08-14T21:56:31.7276849Z 2025-08-14T21:56:31.7279062Z Running test_functional_autograd_benchmark 1/1 ... [2025-08-14 21:56:31.727532] 2025-08-14T21:56:31.7279631Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:31.7285037Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:31.728092] 2025-08-14T21:56:37.9548210Z 2025-08-14T21:56:37.9549355Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_0b817b49761865d6_.log 2025-08-14T21:56:37.9550398Z Running 0 items in this shard: 2025-08-14T21:56:37.9550642Z 2025-08-14T21:56:37.9555027Z Running test_prims 1/1 ... [2025-08-14 21:56:37.955164] 2025-08-14T21:56:37.9555518Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:37.9560396Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_prims.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:37.955674] 2025-08-14T21:56:47.5390931Z 2025-08-14T21:56:47.5392704Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_250b50275150c1d1_.log 2025-08-14T21:56:47.5394469Z Running 0 items in this shard: 2025-08-14T21:56:47.5394963Z 2025-08-14T21:56:47.5397553Z Running profiler/test_python_tracer 1/1 ... [2025-08-14 21:56:47.539404] 2025-08-14T21:56:47.5398116Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:47.5403063Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:47.539905] 2025-08-14T21:56:53.6162311Z 2025-08-14T21:56:53.6164363Z 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_807ba78ab26d70d6_.log 2025-08-14T21:56:53.6165419Z Running 0 items in this shard: 2025-08-14T21:56:53.6165669Z 2025-08-14T21:56:57.5749054Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T21:56:57.5750833Z import pkg_resources 2025-08-14T21:56:57.7363598Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T21:56:57.7365449Z import pkg_resources 2025-08-14T21:56:58.0445987Z Running inductor/test_compiled_optimizers 1/1 ... [2025-08-14 21:56:58.044082] 2025-08-14T21:56:58.0446580Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:58.0449681Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compiled_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:58.044575] 2025-08-14T21:56:58.2299902Z Running inductor/test_memory 1/1 ... [2025-08-14 21:56:58.229389] 2025-08-14T21:56:58.2302845Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:56:58.2304152Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_memory.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:56:58.229954] 2025-08-14T21:57:07.0380250Z 2025-08-14T21:57:07.0381937Z inductor/test_memory 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_memory_1.1_9493712183933679_.log 2025-08-14T21:57:07.0383411Z 2025-08-14T21:57:11.9141506Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T21:57:11.9143254Z import pkg_resources 2025-08-14T21:57:12.4068679Z Running inductor/test_torchinductor_dynamic_shapes 2/5 ... [2025-08-14 21:57:12.406368] 2025-08-14T21:57:12.4069371Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T21:57:12.4073044Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=2', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 21:57:12.406872] 2025-08-14T22:00:26.7099332Z 2025-08-14T22:00:26.7101217Z inductor/test_compiled_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compiled_optimizers_1.1_30f9e738681781ff_.log 2025-08-14T22:00:26.7508547Z Running 680 items in this shard: test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_S429861, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_rho_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adadelta_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_initial_accumulator_value_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_lr_decay_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adagrad_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_tensor_lr_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamax_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_amsgrad_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_tensor_lr_tensor_betas_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_amsgrad_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_adamw_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_lambd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_default, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_t0_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_tensor_lr_weight_decay_maximize_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_asgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_basic_shampoo, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_closure_graph_break, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_compile_time_smoketest, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_foreach_map_adam, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_get_value_on_static_address, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_guard_on_none_grads, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_tensor_lr_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_nadam_weight_decay_momentum_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_capturable_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_eps_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_tensor_lr_capturable_weight_decay_decoupled_weight_decay_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_decoupled_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_radam_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_maximize_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_centered_momentum_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_maximize_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rmsprop_weight_decay_maximize_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_capturable_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_etas_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_recompile, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_step_sizes_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_rprop_tensor_lr_capturable_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_dampening_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_nesterov_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_momentum_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_recompile_foreach, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_recompile_single, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cpu_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_constantlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealinglr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cosineannealingwarmrestarts, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_cycliclr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_exponentiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_lambdalr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_linearlr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multiplicativelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_multisteplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_onecyclelr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_polynomiallr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_reducelronplateau, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_tensor_lr_foreach_cuda_steplr, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cpu, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_sgd_weight_decay_maximize_foreach_cuda, test/inductor/test_compiled_optimizers.py::CompiledOptimizerTests::test_static_address_finalizer, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_ASGD_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adadelta_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adafactor_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adagrad_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adagrad_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_AdamW_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adamax_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Adamax_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_LBFGS_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_NAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RAdam_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_RMSprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_Rprop_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SGD_use_closure_True_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SparseAdam_use_closure_False_cuda_float32, test/inductor/test_compiled_optimizers.py::CompiledOptimizerParityTestsCUDA::test_correctness_SparseAdam_use_closure_True_cuda_float32 2025-08-14T22:00:26.7906250Z 2025-08-14T22:00:31.5760710Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:00:31.5762830Z import pkg_resources 2025-08-14T22:00:32.0669484Z Running inductor/test_torchinductor_dynamic_shapes 5/5 ... [2025-08-14 22:00:32.066390] 2025-08-14T22:00:32.0670174Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:00:32.0673910Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_dynamic_shapes.py', '-m', 'not serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:00:32.066945] 2025-08-14T22:04:42.8370348Z 2025-08-14T22:04:42.8372389Z inductor/test_torchinductor_dynamic_shapes 2/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_2.5_5bc24e80a65fcc7a_.log 2025-08-14T22:04:42.8472830Z Running 173 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool1d_argmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_max_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_override_registration_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_argmin3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_as_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_as_strided_scatter_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_pool2d3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d7_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_bernoulli2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bfloat16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bmm1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_both_scalars_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_default_kwargs_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_nd_tiling_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_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_single_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_unbacked_empty_1d_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_clamp_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div7_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_dtypeview_float16_int64_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_float64_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int16_dynamic_shapes_cpu, 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test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_to_inputs_kernel_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op6_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_meta_dynamic_shapes_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_noops_tensor_repropagate_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_return_unbacked_view_split_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_unbacked_index_select_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_matmul_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unspecialized_float_fallback_symint_specialization_cuda 2025-08-14T22:04:42.8569135Z 2025-08-14T22:04:47.7792189Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:04:47.7793949Z import pkg_resources 2025-08-14T22:04:48.2705052Z Running inductor/test_torchinductor_codegen_dynamic_shapes 5/5 ... [2025-08-14 22:04:48.269977] 2025-08-14T22:04:48.2705753Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:04:48.2709660Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_dynamic_shapes.py', '-m', 'not serial', '--shard-id=5', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:04:48.270531] 2025-08-14T22:10:03.3582333Z 2025-08-14T22:10:03.3583710Z inductor/test_torchinductor_dynamic_shapes 5/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_dynamic_shapes_5.5_199e9d624ec61217_.log 2025-08-14T22:10:03.3686238Z Running 175 items in this shard: test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__dyn_quant_matmul_4bit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test__unsafe_masked_index_put_accumulate_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_adaptive_avg_pool_with_output_size_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex5_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_add_complex6_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_angle_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_aoti_eager_with_scalar_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_avg_pool2d5_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_pool_errors_with_uint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_baddbmm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bmm2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_int16_int64_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_int64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_bucketize_int_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_batch_norm_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_buffer_copied_in_graph_with_different_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_builtins_round_int_ndigits_pos_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cat_inplace_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_legacy_empty_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_conv_bn_fuse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_convolution3_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_non_blocking_is_pinned_use_cat_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_cumsum_pattern_matcher_issue_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_default_layout_constraint_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_custom_op_unbacked_symints_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dense_mask_index_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_diagonal_copy_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dist_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_div_by_zero_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_dropout_trivial_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float32_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_float64_int64_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_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_int8_int32_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_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_dtypeview_uint8_uint8_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_embedding_sparse_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_erfinv_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_float_repr_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_fmod_zero_dim_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_forced_buffer_realize_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_generate_rand_fp8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_graph_partition_constant_tensor2_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_hardsigmoid_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_index_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_propagation_flip_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_index_put4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_index_put_failed_reinplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_inductor_assert_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_input_mutation1_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_issue102546_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_large_broadcast_reduction_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_linear1_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_log_fp64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_log_softmax_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_low_memory_max_pool_dilation_1_dim_2_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_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d5_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_max_pool2d8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_max_pool2d_with_indices_backward4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_multilayer_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_narrow_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_neg_max_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_new_empty_strided_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_nll_loss_backward_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pad_view_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pattern_matcher_multi_user_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_permute2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_airy_ai_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_digamma_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_erfc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_exp2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_gammaincc_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_i1e_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_logit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_multigammaln_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pointwise_psi_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_pow_by_natural_log2_dynamic_shapes_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_pow_int_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_prod_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_like_empty_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_randn_with_dtype_and_device_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_reduction_config_limit_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_repeat_as_strided_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_1_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_resize_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_rsqrt_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_scalar_output_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scaled_dot_product_efficient_attention_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter6_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scatter_add3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_scheduler_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sdpa_prefer_nd_tiling_False_use_block_ptr_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_searchsorted_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_sigmoid_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_slice_mutation3_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_slice_scatter4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_softmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_split_cumprod_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_tan_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor1_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor2_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tensor_index_put_slice_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_tmp_not_defined_issue2_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_memory_format_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unbacked_floordiv_simplify_errors_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unspec_inputs_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_unsqueeze_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_correction_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_var_mean_tile_reduction_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_views4_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_broadcast_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_where_with_logical_op_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::DynamicShapesCpuTests::test_zero_element_mutation_dynamic_shapes_cpu, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_adaptive_max_pool3d_with_indices_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_is_integer_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_float_item_inf_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_item_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op4_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op5_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_math_ops_op7_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_nonzero_size_factory_nobreak_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_pad_dynamic_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_slice_index_changing_sign_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_sub_constant_folding_cuda, test/inductor/test_torchinductor_dynamic_shapes.py::TestInductorDynamicCUDA::test_unbacked_cat_backwards_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_softshrink_cuda 2025-08-14T22:10:03.3783114Z 2025-08-14T22:10:08.3066869Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:10:08.3068572Z import pkg_resources 2025-08-14T22:10:08.7915637Z Running inductor/test_cpu_repro 3/5 ... [2025-08-14 22:10:08.791011] 2025-08-14T22:10:08.7916184Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:10:08.7920788Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_repro.py', '-m', 'not serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:10:08.791617] 2025-08-14T22:12:13.9061306Z 2025-08-14T22:12:13.9063389Z inductor/test_torchinductor_codegen_dynamic_shapes 5/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_torchinductor_codegen_dynamic_shapes_5.5_6825987a9153a6a5_.log 2025-08-14T22:12:13.9167059Z Running 156 items in this shard: 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_adaptive_pool_errors_with_long_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_const_int_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_any_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_aoti_eager_support_out_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_arange6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_argmax_argmin1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_as_strided_scatter_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_avg_pool2d2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bfloat16_to_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bitwise3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_int16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int32_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_bucketize_int_int64_int32_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_int64_uint8_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_empty_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_cat_uint8_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_complex_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_config_option_dont_assume_alignment_recompiles_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_consecutive_split_cumprod_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_consecutive_split_cumsum_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_constant_pad_nd_inplace_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_conv_inference_heuristics_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_convolution4_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_1_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_dense_mask_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_device_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div4_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_div5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_trivial_0_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dropout_trivial_1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtype_sympy_expr_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_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_float64_uint8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int16_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_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_int32_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int32_float64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_int8_int64_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_dtypeview_uint8_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_embedding_bag_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_fft_real_input_real_output_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_float32_to_int32_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fmin_fmax_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fractional_max_pool2d1_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_functionalize_rng_wrappers_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_fuse_tiled_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_generated_code_has_size_stride_assert_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_getitem_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_graph_partition_arange1_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_horizonal_fusion2_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_put3_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_select_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_inductor_multiple_specializations_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inf_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_inplace_mixed_dtype_ops_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_input_mutation5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_broadcast_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_large_pointwise_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_rands_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear2_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linear_dynamic_maxautotune_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_linspace3_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_list_clearing_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_pool2d1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_max_pool2d_with_indices_backward6_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_min_max_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mixed_mm_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_mm_mixed_dtype_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_multi_gpu_recompile_on_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_multi_threading_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_False_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_True_descending_False_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_nan_sort_stable_True_descending_True_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_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_empty_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_no_op_reduction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_no_specization_over_symbolic_value_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_pixel_shuffle_channels_last_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_bessel_y1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_chebyshev_polynomial_t_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_log1p_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_log_ndtr_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_psi_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_pointwise_shifted_chebyshev_polynomial_u_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_pow_symfloat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_profiler_mark_wrapper_call_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_reflection_pad2d_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_remainder_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_repeat_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_rsqrt_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scalar_input_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_scalar_output_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_reduce1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sgn_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sigmoid_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_signbit_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_size_asserts_for_multi_output_fallback_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_slice_scatter5_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_sort_bool_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_cumsum_index_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_split_with_integer_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_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_transposed_propagates_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unbind_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unfold_zero_dimension_tensor_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_float16_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_unspec_inputs_int8_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_upsample_bilinear2d_a_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_correction_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_var_mean_div_by_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vectorized_ops_masked_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_vertical_fusion1_dynamic_shapes_cpu, test/inductor/test_torchinductor_codegen_dynamic_shapes.py::DynamicShapesCodegenCpuTests::test_view_as_real_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_where_broadcast_dynamic_shapes_cpu 2025-08-14T22:12:13.9268219Z 2025-08-14T22:12:18.7567132Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:12:18.7568930Z import pkg_resources 2025-08-14T22:12:19.2573177Z Running inductor/test_kernel_benchmark 1/1 ... [2025-08-14 22:12:19.256800] 2025-08-14T22:12:19.2573879Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:12:19.2577721Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_kernel_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:12:19.257359] 2025-08-14T22:12:27.8810927Z 2025-08-14T22:12:27.8812312Z inductor/test_kernel_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_kernel_benchmark_1.1_420d8efb1dc54403_.log 2025-08-14T22:12:27.8813234Z 2025-08-14T22:12:32.7769388Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:12:32.7771122Z import pkg_resources 2025-08-14T22:12:33.2449924Z Running dynamo/test_dynamic_shapes 3/5 ... [2025-08-14 22:12:33.244481] 2025-08-14T22:12:33.2450525Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:12:33.2454389Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_dynamic_shapes.py', '-m', 'not serial', '--shard-id=3', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:12:33.245037] 2025-08-14T22:18:29.9723669Z 2025-08-14T22:18:29.9726176Z inductor/test_cpu_repro 3/5 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_repro_3.5_fd72e0080df1bed1_.log 2025-08-14T22:18:29.9956571Z Running 145 items in this shard: test/inductor/test_cpu_repro.py::CPUReproTests::test_asinh_with_corner_inputs, test/inductor/test_cpu_repro.py::CPUReproTests::test_bitwise_shift_corner_inputs, test/inductor/test_cpu_repro.py::CPUReproTests::test_broadcast_scalar_cpp_tile_2d_kernel, test/inductor/test_cpu_repro.py::CPUReproTests::test_consistent_remove_buffers, test/inductor/test_cpu_repro.py::CPUReproTests::test_constant_bool_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv2d_bn_mixed_dtype, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_in_channel_1_dynamic_shapes, test/inductor/test_cpu_repro.py::CPUReproTests::test_conv_transpose2d_has_output_size_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_double_reduction_vec, test/inductor/test_cpu_repro.py::CPUReproTests::test_float32_to_uint8, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp32_load_with_to_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_bfloat16_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_fp8_cast_float32_shape_15,3,13, test/inductor/test_cpu_repro.py::CPUReproTests::test_index_add, test/inductor/test_cpu_repro.py::CPUReproTests::test_int32_reduction_vec, 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_issue_148058, test/inductor/test_cpu_repro.py::CPUReproTests::test_linear_with_reshape, test/inductor/test_cpu_repro.py::CPUReproTests::test_low_fp_index_expr_issue_147279, 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_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_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_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_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_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_1_hidden_size_7_num_layers_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_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_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_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_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_1_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_1_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_1_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_1_bidirectional_True_bias_False_empty_state_False_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_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_False_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_False_input_size_7_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_7_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_7_hidden_size_7_num_layers_1_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_False_input_size_7_hidden_size_7_num_layers_1_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_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_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_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_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_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_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_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_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_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_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_7_hidden_size_7_num_layers_7_bidirectional_True_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_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_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_False_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_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_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_False_bias_False_empty_state_False_batch_first_True_batch_size_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_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, 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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_True_batch_first_True_batch_size_1_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_1_hidden_size_7_num_layers_1_bidirectional_True_bias_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_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_True_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_True_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_True_input_size_1_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_True_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_True_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_True_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_True_input_size_1_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_True_input_size_1_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_True_input_size_1_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_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_True_input_size_1_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_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_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_7, 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test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_False_empty_state_True_batch_first_True_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_1_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_False_batch_first_False_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_False_batch_size_7_seq_len_7, test/inductor/test_cpu_repro.py::CPUReproTests::test_lstm_packed_unbatched_True_input_size_7_hidden_size_7_num_layers_7_bidirectional_True_bias_True_empty_state_True_batch_first_True_batch_size_7_seq_len_1, test/inductor/test_cpu_repro.py::CPUReproTests::test_masked_fill_with_inf_or_nan_value, test/inductor/test_cpu_repro.py::CPUReproTests::test_max_reduction_lowp_fp, test/inductor/test_cpu_repro.py::CPUReproTests::test_maxpool2d_with_pre_loop_collapse_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_meta_device, test/inductor/test_cpu_repro.py::CPUReproTests::test_mkl_linear, test/inductor/test_cpu_repro.py::CPUReproTests::test_module_buffer_mutation, test/inductor/test_cpu_repro.py::CPUReproTests::test_new_vec_op_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_no_op_squeeze, test/inductor/test_cpu_repro.py::CPUReproTests::test_non_contiguous_load_buf_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_per_channel_fake_quant_int8_bf16_input, test/inductor/test_cpu_repro.py::CPUReproTests::test_reduction_cpu_only, test/inductor/test_cpu_repro.py::CPUReproTests::test_set_source_Tensor, test/inductor/test_cpu_repro.py::CPUReproTests::test_tanh_atan2, test/inductor/test_cpu_repro.py::CPUReproTests::test_tile2d_store_channel_shuffle_cl_quant_output_int8, test/inductor/test_cpu_repro.py::CPUReproTests::test_torch_logit, test/inductor/test_cpu_repro.py::CPUReproTests::test_unsupported_conv_transpose, 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_transpose_lowp_fp 2025-08-14T22:18:30.0173476Z 2025-08-14T22:18:30.3452868Z Uploading artifacts took 0.37 seconds 2025-08-14T22:18:34.9678555Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:18:34.9680606Z import pkg_resources 2025-08-14T22:18:35.4636576Z Running dynamo/test_unspec 1/1 ... [2025-08-14 22:18:35.463108] 2025-08-14T22:18:35.4637166Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:18:35.4641569Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unspec.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:18:35.463750] 2025-08-14T22:19:49.0633678Z 2025-08-14T22:19:49.0635242Z dynamo/test_unspec 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unspec_1.1_7b6853153571bb6f_.log 2025-08-14T22:19:49.0652698Z Running 51 items in this shard: test/dynamo/test_unspec.py::UnspecTests::test_argmin_coerces_symint_to_intlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_bool_tensor_ctor, test/dynamo/test_unspec.py::UnspecTests::test_builtin_getitem, test/dynamo/test_unspec.py::UnspecTests::test_builtin_max_min, test/dynamo/test_unspec.py::UnspecTests::test_compiled_random_calls_are_random, test/dynamo/test_unspec.py::UnspecTests::test_conv1d_symint_padding, test/dynamo/test_unspec.py::UnspecTests::test_data_dependent_evaluate_expr_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_defaults, test/dynamo/test_unspec.py::UnspecTests::test_exponential, test/dynamo/test_unspec.py::UnspecTests::test_feed_random_values_into_graph_only, test/dynamo/test_unspec.py::UnspecTests::test_isinstance_symint, test/dynamo/test_unspec.py::UnspecTests::test_item_max, test/dynamo/test_unspec.py::UnspecTests::test_mark_01_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_mark_static_inside, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_channels_last, test/dynamo/test_unspec.py::UnspecTests::test_mark_unbacked_hint_consistency, test/dynamo/test_unspec.py::UnspecTests::test_multiple_consecutive_random_calls_before_graph, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations, test/dynamo/test_unspec.py::UnspecTests::test_no_recompilations_with_efficient_attention, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles, test/dynamo/test_unspec.py::UnspecTests::test_no_recompiles_prod_backward, test/dynamo/test_unspec.py::UnspecTests::test_numpy_correctness, test/dynamo/test_unspec.py::UnspecTests::test_propagate_dynamic_dim, test/dynamo/test_unspec.py::UnspecTests::test_prune_torch_check, test/dynamo/test_unspec.py::UnspecTests::test_random_call_with_while_loop, test/dynamo/test_unspec.py::UnspecTests::test_random_object, test/dynamo/test_unspec.py::UnspecTests::test_random_object_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_object_overridden_methods, test/dynamo/test_unspec.py::UnspecTests::test_random_values_with_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_rshift_dynamic, test/dynamo/test_unspec.py::UnspecTests::test_shape_graph_break, test/dynamo/test_unspec.py::UnspecTests::test_specializing_numpy_float_in_control_flow, test/dynamo/test_unspec.py::UnspecTests::test_split_aot_autograd, test/dynamo/test_unspec.py::UnspecTests::test_sum_dimlist_spec, test/dynamo/test_unspec.py::UnspecTests::test_sym_int_conversion, test/dynamo/test_unspec.py::UnspecTests::test_symbol_guard_limit_before_specialize, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_no_replacement, test/dynamo/test_unspec.py::UnspecTests::test_symfloat_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_1, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_2, test/dynamo/test_unspec.py::UnspecTests::test_tensorfiy_python_scalars_3, test/dynamo/test_unspec.py::UnspecTests::test_to_tensor, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_input_f64, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_output, test/dynamo/test_unspec.py::UnspecTests::test_unspec_float_precision, test/dynamo/test_unspec.py::UnspecTests::test_unspec_roundtrip_float_input, test/dynamo/test_unspec.py::UnspecTests::test_unspecialized_float_multiply_precision, test/dynamo/test_unspec.py::UnspecTests::test_use_and_specialize, test/dynamo/test_unspec.py::UnspecTestsDeviceCUDA::test_builtin_functions_on_device_cuda 2025-08-14T22:19:49.0669056Z 2025-08-14T22:19:53.9116129Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:19:53.9118225Z import pkg_resources 2025-08-14T22:19:54.3986530Z Running dynamo/test_repros 1/1 ... [2025-08-14 22:19:54.398131] 2025-08-14T22:19:54.3987134Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:19:54.3991112Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_repros.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:19:54.398696] 2025-08-14T22:22:58.9332234Z 2025-08-14T22:22:58.9334446Z dynamo/test_dynamic_shapes 3/5 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_dynamic_shapes_3.5_9a1cc7c2baccf745_.log 2025-08-14T22:22:58.9794832Z Running 416 items in this shard: test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autocast_arguments_binding_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_autograd_profiler_enabled_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_cuda_amp_autocast_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_disable_saved_tensors_hooks_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_generic_context_manager_customized_ctx_manager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_generic_ctx_manager_with_graph_break_CustomizedCtxManagerWithGraphBreak_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_graph_break_inlining_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_inactive_context_graph_break_local_nullctx_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_nested_generic_context_manager_CustomizedCtxManager_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_return_context_manager_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_torch_profiler_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesCtxManagerTests::test_torch_profiler_use_after_with_block_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_addcdiv_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_attrgetter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_call_dict1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_callable_torch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_chunks1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_cls_is_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_compare_constant_and_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_const_tuple_add2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_constant1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_default_dict_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_default_dict_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_defaultdict_setdefault2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_deque_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_device_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_dict_setdefault1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_filter_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_foreach_lerp__dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_fstrings1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_funcdef_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_functools_partial_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_get_autocast_gpu_dtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_get_privateuse1_name_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_globalmodule_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_inner_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_in_onnx_export_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_is_inference_mode_global_recompilation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_chain_from_iterable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_compress_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_product_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_itertools_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_len_constant_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_len_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_compare_polyfill_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_sorted1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_list_truth_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_listarg1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_load_global_bool_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_lru_cache_warning_issued_during_tracing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_manual_seed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_max_const_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_max_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_partial_unpack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_reduce_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_map_sorted_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_methodcaller_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_namedtuple_user_methods_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_no_recompile_inner_lambda_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_np_constant_collections_as_input_int_or_float_float_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_graph_break_reconstruct_mix_no_source_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___annotations___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___get___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___hash___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___le___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___lt___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_hasattr_attr___ne___dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_recompilation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_partials_udf_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_reduce_with_single_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_reduce_with_single_with_initial_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_return_multiple_numpy_ndarray_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_return_tuple2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_set_keys_view_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_set_update_bytecode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_slice3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sliced_range_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_startswith_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_sum_shortcut_with_start_kwarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_element_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_is_complex_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tensor_new_with_size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_distributions_functions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_from_numpy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_size_as_dict_key_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_torch_size_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_tuple2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_unary_fold_op_seq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFunctionTests::test_zip_longest_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_312_binary_slice_with_graph_break2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_add_sizes_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_add_to_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_assert_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_backend_match_guard_multi_threads_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_bound_shape_checks_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builder_for_class_with_metaclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_builtin_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cell_output1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_class_duner_flags_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_class_has_instancecheck_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_out_of_scope_cell_with_cond_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_closure_out_of_scope_cell_with_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_shapes_tuple_neq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_compare_tensor_with_none_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cond_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cond_export_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cond_export_single_arg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_cond_side_effects_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_constant_getattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dataclass_local_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_default_dtype_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_descriptor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_disable_flag_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_dynamo_cache_move_to_front_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_enum_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_float_speculation_log_divergence_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozen_dataclass_kw_only_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_frozenset_torch_func_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_get_custom_tensor_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_get_instruction_source_311_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_getattr_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_global_state_guard_serialization_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_graph_break_compilation_metrics_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_graph_break_compilation_metrics_on_failure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_graph_break_correctly_when_passing_numpy_ndarray_to_torch_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_filter_fn_by_name_and_value_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guard_size_oblivious_simplification_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_guards_strip_function_call_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_hasattr_nn_module_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_hash_getitem_slice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_id_guarded_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_id_guarded_object_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_closure_returned_by_another_function_and_captures_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_dict_function_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_dict_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inline_list_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_inplace_view_on_graph_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_input_cell_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_intermediary_tensor_grad_access_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_is_tensor_like_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_accumulate_tensors_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_groupby_pure_python_default_identify_func_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_infinite_count_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_infinite_repeat_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_islice_default_end_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_itertools_repeat_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_large_reduction_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_iadd_side_effect_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_list_iadd_with_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_listcomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_mandelbrot_numpy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_mark_static_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_module_not_callable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_named_parameters_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_namedtuple1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_ne_operator_with_custom_eq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_function_resuming_with_correct_globals_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_nested_sequential_try_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_new_with_int_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_no_error_on_nested_fx_trace_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_array_of_arrays_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_as_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_force_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_min_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_ndarray_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_ndarray_graph_break_with_multiple_outputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_recompilation_scalar_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_subdtype_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_variable_isinstance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_numpy_with_builtin_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_object_classmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_object_setattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_ordered_dict_alias_reconstruct_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_packaging_version_parse_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pep0479_convert_stopiteration_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_precompile_entries_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_proxy_frozen_dataclass_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_pt2_compliant_ops_are_allowed_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_guard_indirect_full_constraint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_raise_guard_partial_constraint_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_range_with_shape_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_recompile_message_on_parameter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_reconstruct_set_across_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_scalar_tensor_is_equivalent_to_symint_list_argument_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_set_aliasing_recompiles_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_setattr_mutation1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_shape_unpack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_side_effects_codegen_update_mutated_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_sourceless_namedtuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_str_format_return2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_symint_as_device_kwarg_non_strict_export_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_dict1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_layout_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tensor_setattr_getset_descriptor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tolist_kd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_check_symbolic_shape_rel_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_distributions_lazy_property_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_dtype_python_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_dynamo_codegen_pow_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_guards_stack_frame_register_inlining_deep_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_torch_size_numel_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_trace_ndarray_frame_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tracing_nested_py_tree_mixed_all_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tracing_py_tree_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_class_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_tuple_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_type_copy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_code_statically_known_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_function_variable_supports_enum_argument_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_function_variable_supports_type_abcmeta_argument_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_user_getattr1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_usr_cls_classmethod_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_variable_access_in_exception_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_writes_to_cells_across_frames1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesMiscTests::test_yield_from_user_stop_iteration_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_Size_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_amp_foreach_fake_impl_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_as_strided_on_existing_view_banned_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_attached_attribute_in_dir_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_batch_norm_act_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_bitwise_print_precedence_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_build_map_unpack_with_call_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_changing_stride_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_const_dict_keyerror_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_create_rand_mask_from_inputs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_data_attr_mutation_after_saved_for_bw_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_delattr_raises_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_deleted_compile_wrapper_segfault_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_dynamic_shapes_float_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_empty_list_contains_with_jump_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_ephemeral_module_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_error_return_without_exception_set_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_exception_in_dynamo_handling_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_flip_bad_accuracy_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_functools_wraps_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_global_fn_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_model_output_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_hf_xsoftmax_training_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inductor_dynamic_shapes_broadcasting_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inlining_cornercase_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_inplace_unsqueeze_input_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_invalid_seq_unpack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue111522_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_issue1466_size_aot_autograd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_jit_script_defaults_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_jit_trace_errors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_kwargs_out_list_variable_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_listcomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_longformer_chunk_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_maybe_multiply_symint_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nanmean_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_nn_parameter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_not_rewrite_assert_for_other_errors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_omegaconf_listconfig_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_omegaconf_listconfig_iter_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_optimized_module_patched_init_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_nested_cell_shape_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_nested_cell_tuple_shape_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_none_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_root_cell_shape_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_out_root_cell_tuple_shape_change_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_primtorch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_randint_out_dynamic_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reformer_sorting_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reformer_train_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_reinplacing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_restricted_list_subclass1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_restricted_list_subclass3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_dont_change_bytecode_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_with_msg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_rewrite_assert_with_non_string_msg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_seq_append_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_size_typematch_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_split_with_sizes_aot_autograd_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_super_classmethod_inheritance_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_swin_base_tensor_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_symnode_is_not_op_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_isinstance_tuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_aot_eager_func_name_func1_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_set_data_backend_eager_func_name_func2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_split_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tensor_split_within_device_cm_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_threading_local_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_tokenization_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torch_compile_in_compile_frame_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_torch_variable_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_typed_dict_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_unbacked_arange_in_bounds_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_unspecialized_nn_module_with_torch_variable_attribute_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_user_ctor_ctx_manager_custom_init_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_vc_bumped_in_inference_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_vdd_duplicate_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_weakref_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesReproTests::test_with_on_graph_break_inst_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_conv_call_super_forward_directly_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_densenet_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_enumvalues_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_fnmember_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_hasattr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_intarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module7_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_lazy_module_kwargs_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_module_static_method_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_nn_moduledict_contains_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameterdict_custom_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameters2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_parameters5_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_seq_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_torch_function_with_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesNNModuleTests::test_viamodulecall_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_access_class_method_from_user_class_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_free_variables_overlapping_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_cond_raise_user_error_on_branch_return_non_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dict_return_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dupes_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dynamic_slicing_invalid_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dynamo_enum_in_tuple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_dynamo_list_index_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_decomp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_graph_bypass_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_graph_with_complex_reorder_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_graph_with_list_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_meta_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_meta_val_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_mismatched_out_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_pass_arg_by_name_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_pass_arg_by_name_star_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_args_with_default_float_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_none_control_flow_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_not_none_control_flow_pos_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_not_return_const_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_constant_tuple_nonzero_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_and_empty_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_kwargs_with_default_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_nonzero_static_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_export_with_wrapped_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_list_unpack_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_multiple_outputs_op_with_evaluator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_no_tensor_computation_2_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_predispatch_with_higher_order_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_preserve_fx_node_metadata_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_retracibility_dict_container_inp_out_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_retracibility_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_strict_fake_tensor_prop_real_tensors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_symbolic_tracing_within_fake_mode_with_constraints_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_symbool_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesExportTests::test_zeroes_in_and_out_different_shape_on_test_with_aten_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_capi_call2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_capi_call3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_dynamic_order_dependence_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_enumerate_not_break_graph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_multigraph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_restore_state_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_resume_tuple_iterator_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_start3_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_start4_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesSubGraphTests::test_tuple_iterator_return_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_access_module_attr_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_allow_python_side_effects_utility_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_constants_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_global_num_adds_guard_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_tracked_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_untracked_global_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_capture_value_created_in_subgraph_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_concat_unbacked_shape_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_fallback_on_python_primitives_output_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_freevars_as_inputs_to_wrap_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_grad_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_hints_wrapper_incorrect_type_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_inlined_functions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_lift_tensor_constant_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_lift_tensors_with_compound_expressions_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_lift_tensors_with_shared_symbols_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_make_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_map_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_modules_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_return_captured_vars_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_local_list_append_no_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_side_effect_set_new_attr_global_obj_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_symint_in_slice_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_tensor_to_list_closure_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_all_kwarg_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_int_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_kwarg_only_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesHigherOrderOpTests::test_wrap_source_fn_stack_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_capture_tensor_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_pytree_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_grad_with_graph_break_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jacrev_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jvp_has_aux_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jvp_jvp_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jvp_simple_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesFuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_autograd_expand_mutation_error_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_aot_export_joint_simple_repro_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_arg_dupe_via_dynamo_recompiles_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_call_fn_with_non_const_inputs_aot_unsafe_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_donated_buffer2_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_double_backward_errors_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_multiple_aot_autograd_calls_dupe_args_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_negative_testing_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_no_storage_overlap_guards_no_mutation_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_requires_grad_fake_via_dynamo_recompiles_dynamic_shapes, test/dynamo/test_dynamic_shapes.py::DynamicShapesAotAutogradFallbackTests::test_split_with_sizes_aot_autograd_cleans_up_traceback_meta_dynamic_shapes 2025-08-14T22:22:59.0080139Z 2025-08-14T22:23:03.8970969Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:23:03.8972778Z import pkg_resources 2025-08-14T22:23:04.3943455Z Running inductor/test_mkldnn_pattern_matcher 1/3 ... [2025-08-14 22:23:04.393858] 2025-08-14T22:23:04.3944101Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:23:04.3947858Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mkldnn_pattern_matcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:23:04.394389] 2025-08-14T22:23:30.0138396Z 2025-08-14T22:23:30.0142066Z dynamo/test_repros 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_repros_1.1_662ad1d6090c085e_.log 2025-08-14T22:23:30.0246689Z Running 327 items in this shard: test/dynamo/test_repros.py::LRUCacheWarningTests::test_lru_cache_warning_issued_during_tracing, test/dynamo/test_repros.py::ReproTests::test_Size, test/dynamo/test_repros.py::ReproTests::test_abc_setattr, test/dynamo/test_repros.py::ReproTests::test_add_complex_conj, test/dynamo/test_repros.py::ReproTests::test_add_sub_alpha_out, test/dynamo/test_repros.py::ReproTests::test_addr_alpha_beta_out, test/dynamo/test_repros.py::ReproTests::test_amp_foreach_fake_impl, test/dynamo/test_repros.py::ReproTests::test_ao_fake_quantize_tracing, test/dynamo/test_repros.py::ReproTests::test_aot_autograd_runtime_wrapper_prologue_profiled, test/dynamo/test_repros.py::ReproTests::test_as_strided_on_base_with_mutation_works, test/dynamo/test_repros.py::ReproTests::test_as_strided_on_existing_view_banned, test/dynamo/test_repros.py::ReproTests::test_attached_attribute_in_dir, test/dynamo/test_repros.py::ReproTests::test_autograd_function_graph_break, test/dynamo/test_repros.py::ReproTests::test_avoid_dupe_specialization, test/dynamo/test_repros.py::ReproTests::test_batch_encoding_clone_inputs, test/dynamo/test_repros.py::ReproTests::test_batch_norm_act, test/dynamo/test_repros.py::ReproTests::test_batchnorm_e2e, test/dynamo/test_repros.py::ReproTests::test_bigbird_unsqueeze_inplace, test/dynamo/test_repros.py::ReproTests::test_bitwise_op_guard, test/dynamo/test_repros.py::ReproTests::test_bitwise_print_precedence, test/dynamo/test_repros.py::ReproTests::test_boxes_len, test/dynamo/test_repros.py::ReproTests::test_build_map_unpack_with_call, test/dynamo/test_repros.py::ReproTests::test_c_defined_metaclass, test/dynamo/test_repros.py::ReproTests::test_changing_stride, test/dynamo/test_repros.py::ReproTests::test_chunk_reformer_ff, test/dynamo/test_repros.py::ReproTests::test_class_member, test/dynamo/test_repros.py::ReproTests::test_classmethod_with_slots, test/dynamo/test_repros.py::ReproTests::test_compilation_metrics_on_error, test/dynamo/test_repros.py::ReproTests::test_compile_complex_conj, test/dynamo/test_repros.py::ReproTests::test_compile_copy__int_overload, test/dynamo/test_repros.py::ReproTests::test_const_dict_keyerror, test/dynamo/test_repros.py::ReproTests::test_contains_range_constprop, test/dynamo/test_repros.py::ReproTests::test_convert_boxes_to_pooler_format, test/dynamo/test_repros.py::ReproTests::test_copy_weird_strides, test/dynamo/test_repros.py::ReproTests::test_create_rand_mask_from_inputs, test/dynamo/test_repros.py::ReproTests::test_dalle2_maybe, test/dynamo/test_repros.py::ReproTests::test_data_attr_mutation_after_saved_for_bw, test/dynamo/test_repros.py::ReproTests::test_dataclass_in_module, test/dynamo/test_repros.py::ReproTests::test_dataclass_init_with_default_factory_with_inputs, test/dynamo/test_repros.py::ReproTests::test_ddp_checkpoint, test/dynamo/test_repros.py::ReproTests::test_dedup_global, test/dynamo/test_repros.py::ReproTests::test_deferred_runtime_asserts, test/dynamo/test_repros.py::ReproTests::test_delattr, test/dynamo/test_repros.py::ReproTests::test_delattr_raises, test/dynamo/test_repros.py::ReproTests::test_delattr_return, test/dynamo/test_repros.py::ReproTests::test_delete_local_error, test/dynamo/test_repros.py::ReproTests::test_deleted_compile_wrapper_segfault, test/dynamo/test_repros.py::ReproTests::test_delsubscr, test/dynamo/test_repros.py::ReproTests::test_delsubscr_raises, test/dynamo/test_repros.py::ReproTests::test_detectron2_instances_cat, test/dynamo/test_repros.py::ReproTests::test_disabling_unpack_hooks_within_compiled_region, test/dynamo/test_repros.py::ReproTests::test_distributions_subclass, test/dynamo/test_repros.py::ReproTests::test_do_paste_mask, test/dynamo/test_repros.py::ReproTests::test_dont_aggressively_write_assert, test/dynamo/test_repros.py::ReproTests::test_dropout_inline, test/dynamo/test_repros.py::ReproTests::test_dynamic_shape_disable_duck_size, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_double_not_equal, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_float_guard, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_implicit_guard, test/dynamo/test_repros.py::ReproTests::test_dynamic_shapes_right_side, test/dynamo/test_repros.py::ReproTests::test_ellipsis, test/dynamo/test_repros.py::ReproTests::test_embedding_backward_broadcasting_decomp, test/dynamo/test_repros.py::ReproTests::test_empty_graph_nested_calls_fullgraph_False, test/dynamo/test_repros.py::ReproTests::test_empty_graph_nested_calls_fullgraph_True, test/dynamo/test_repros.py::ReproTests::test_empty_list_contains_with_jump, test/dynamo/test_repros.py::ReproTests::test_empty_out_dynamic, test/dynamo/test_repros.py::ReproTests::test_enum, test/dynamo/test_repros.py::ReproTests::test_ephemeral_module, test/dynamo/test_repros.py::ReproTests::test_error_return_without_exception_set, test/dynamo/test_repros.py::ReproTests::test_exception_in_dynamo_handling, test/dynamo/test_repros.py::ReproTests::test_exec_import, test/dynamo/test_repros.py::ReproTests::test_exec_wildcard_import, test/dynamo/test_repros.py::ReproTests::test_flip_bad_accuracy, test/dynamo/test_repros.py::ReproTests::test_for_loop_graph_break, test/dynamo/test_repros.py::ReproTests::test_for_loop_graph_break_before, test/dynamo/test_repros.py::ReproTests::test_foreach_decomp_arg_names, test/dynamo/test_repros.py::ReproTests::test_fsdp_set_input_mutation_applied_when_input_gets_no_gradients, test/dynamo/test_repros.py::ReproTests::test_function_in_skipfiles, test/dynamo/test_repros.py::ReproTests::test_functools_wraps, test/dynamo/test_repros.py::ReproTests::test_gan_repro_trying_to_backward_through_the_graph_a_second_time, test/dynamo/test_repros.py::ReproTests::test_generator_dealloc, test/dynamo/test_repros.py::ReproTests::test_get_parameter_dtype, test/dynamo/test_repros.py::ReproTests::test_global_fn_mutation, test/dynamo/test_repros.py::ReproTests::test_grad, test/dynamo/test_repros.py::ReproTests::test_grad_mode_carrying_correct_state_after_graph_break, test/dynamo/test_repros.py::ReproTests::test_grad_references_cleared, test/dynamo/test_repros.py::ReproTests::test_graph_break_on_jit_isinstance, test/dynamo/test_repros.py::ReproTests::test_graph_break_on_jit_isinstance_pep585, test/dynamo/test_repros.py::ReproTests::test_graph_break_unsupported_fake, test/dynamo/test_repros.py::ReproTests::test_guard_default_device, test/dynamo/test_repros.py::ReproTests::test_guard_fail_nested_tuple, test/dynamo/test_repros.py::ReproTests::test_guard_fail_tensor_bool, test/dynamo/test_repros.py::ReproTests::test_guard_ordering_shape_fail, test/dynamo/test_repros.py::ReproTests::test_guard_with_tuple_mutation, test/dynamo/test_repros.py::ReproTests::test_hasattr_builtin, test/dynamo/test_repros.py::ReproTests::test_hf_bigbird_unsqueeze, test/dynamo/test_repros.py::ReproTests::test_hf_classinstantier, test/dynamo/test_repros.py::ReproTests::test_hf_gelu_inline, test/dynamo/test_repros.py::ReproTests::test_hf_model_output, test/dynamo/test_repros.py::ReproTests::test_hf_t5_forward, test/dynamo/test_repros.py::ReproTests::test_hf_xsoftmax_inference, test/dynamo/test_repros.py::ReproTests::test_hf_xsoftmax_training, test/dynamo/test_repros.py::ReproTests::test_iadd_graph_break, test/dynamo/test_repros.py::ReproTests::test_incompatible_configs, test/dynamo/test_repros.py::ReproTests::test_indexing_with_list, test/dynamo/test_repros.py::ReproTests::test_inductor_dynamic_shapes_broadcasting, test/dynamo/test_repros.py::ReproTests::test_inductor_no_recursionerror_on_for_loops, test/dynamo/test_repros.py::ReproTests::test_inductor_rng_default_dtype, test/dynamo/test_repros.py::ReproTests::test_inference_mode_dynamic_shapes, test/dynamo/test_repros.py::ReproTests::test_inlining_cornercase, test/dynamo/test_repros.py::ReproTests::test_inplace_unsqueeze_input, test/dynamo/test_repros.py::ReproTests::test_int_format, test/dynamo/test_repros.py::ReproTests::test_intermediate_leaf_requires_grad, test/dynamo/test_repros.py::ReproTests::test_invalid_seq_unpack, test/dynamo/test_repros.py::ReproTests::test_is_make_fx_tracing, test/dynamo/test_repros.py::ReproTests::test_is_symbolic_tracing, test/dynamo/test_repros.py::ReproTests::test_isinstance_dtype, test/dynamo/test_repros.py::ReproTests::test_isinstance_storage, test/dynamo/test_repros.py::ReproTests::test_issue111522, test/dynamo/test_repros.py::ReproTests::test_issue111918, test/dynamo/test_repros.py::ReproTests::test_issue114171, test/dynamo/test_repros.py::ReproTests::test_issue126128, test/dynamo/test_repros.py::ReproTests::test_issue134451, test/dynamo/test_repros.py::ReproTests::test_issue1466_size_aot_autograd, test/dynamo/test_repros.py::ReproTests::test_issue175, test/dynamo/test_repros.py::ReproTests::test_jit_script_defaults, test/dynamo/test_repros.py::ReproTests::test_jit_trace_errors, test/dynamo/test_repros.py::ReproTests::test_kwargs_out_list_variable, test/dynamo/test_repros.py::ReproTests::test_list_aliasing, test/dynamo/test_repros.py::ReproTests::test_list_index, test/dynamo/test_repros.py::ReproTests::test_list_index_not_found, test/dynamo/test_repros.py::ReproTests::test_list_index_tensor_unsupported, test/dynamo/test_repros.py::ReproTests::test_list_reverse, test/dynamo/test_repros.py::ReproTests::test_list_self_reference, test/dynamo/test_repros.py::ReproTests::test_listcomp, test/dynamo/test_repros.py::ReproTests::test_longformer_chunk, test/dynamo/test_repros.py::ReproTests::test_longtensor_list, test/dynamo/test_repros.py::ReproTests::test_lru_cache_tracing, test/dynamo/test_repros.py::ReproTests::test_maml_item_capture, test/dynamo/test_repros.py::ReproTests::test_maml_no_item_capture, test/dynamo/test_repros.py::ReproTests::test_many_overlapping_inputs_does_not_explode_guards, test/dynamo/test_repros.py::ReproTests::test_many_views_with_mutation, test/dynamo/test_repros.py::ReproTests::test_map_with_multiple_args, test/dynamo/test_repros.py::ReproTests::test_maybe_multiply_symint, test/dynamo/test_repros.py::ReproTests::test_merge_criteria_processor_list1, test/dynamo/test_repros.py::ReproTests::test_merge_criteria_processor_list2, test/dynamo/test_repros.py::ReproTests::test_method_overriding, test/dynamo/test_repros.py::ReproTests::test_module_in_skipfiles, test/dynamo/test_repros.py::ReproTests::test_modules, test/dynamo/test_repros.py::ReproTests::test_multi_dot_import, test/dynamo/test_repros.py::ReproTests::test_multi_import, test/dynamo/test_repros.py::ReproTests::test_named_buffers, test/dynamo/test_repros.py::ReproTests::test_nanmean_out, test/dynamo/test_repros.py::ReproTests::test_negative_floor_div_solve, test/dynamo/test_repros.py::ReproTests::test_negative_shape_guard, test/dynamo/test_repros.py::ReproTests::test_nested_while_loop_graph_break, test/dynamo/test_repros.py::ReproTests::test_nn_module_callable, test/dynamo/test_repros.py::ReproTests::test_nn_module_property_closure, test/dynamo/test_repros.py::ReproTests::test_nn_module_stack_bc, test/dynamo/test_repros.py::ReproTests::test_nn_param_freevar_codegen, test/dynamo/test_repros.py::ReproTests::test_nn_parameter, test/dynamo/test_repros.py::ReproTests::test_nn_parameter_ctor_graph_breaks, test/dynamo/test_repros.py::ReproTests::test_nn_parametrize, test/dynamo/test_repros.py::ReproTests::test_no_grad_inline, test/dynamo/test_repros.py::ReproTests::test_no_tracing_into_eval_frame, test/dynamo/test_repros.py::ReproTests::test_no_tracing_into_eval_frame_ctx_manager, test/dynamo/test_repros.py::ReproTests::test_nonconst_issubclass, test/dynamo/test_repros.py::ReproTests::test_not_rewrite_assert_for_other_errors, test/dynamo/test_repros.py::ReproTests::test_nullcontext1, test/dynamo/test_repros.py::ReproTests::test_nullcontext2, test/dynamo/test_repros.py::ReproTests::test_numpy_not_ndarray_recompiles, test/dynamo/test_repros.py::ReproTests::test_numpy_tobytes_no_error, test/dynamo/test_repros.py::ReproTests::test_odict_get_item_index_name, test/dynamo/test_repros.py::ReproTests::test_omegaconf_dictconfig, test/dynamo/test_repros.py::ReproTests::test_omegaconf_listconfig_contains, test/dynamo/test_repros.py::ReproTests::test_omegaconf_listconfig_iter, test/dynamo/test_repros.py::ReproTests::test_ones_out_dynamic, test/dynamo/test_repros.py::ReproTests::test_optim_state_references_cleared, test/dynamo/test_repros.py::ReproTests::test_optimized_deepcopy, test/dynamo/test_repros.py::ReproTests::test_optimized_module_patched_init, test/dynamo/test_repros.py::ReproTests::test_optimized_module_training, test/dynamo/test_repros.py::ReproTests::test_os_fspath, test/dynamo/test_repros.py::ReproTests::test_out_nested_cell_shape_change, test/dynamo/test_repros.py::ReproTests::test_out_nested_cell_tuple_shape_change, test/dynamo/test_repros.py::ReproTests::test_out_none, test/dynamo/test_repros.py::ReproTests::test_out_overload_non_contiguous, test/dynamo/test_repros.py::ReproTests::test_out_root_cell_shape_change, test/dynamo/test_repros.py::ReproTests::test_out_root_cell_tuple_shape_change, test/dynamo/test_repros.py::ReproTests::test_output_aliases_intermediate, test/dynamo/test_repros.py::ReproTests::test_overlapping_inputs_with_dynamic_shapes_error, test/dynamo/test_repros.py::ReproTests::test_overwriting_params, test/dynamo/test_repros.py::ReproTests::test_partially_initialized_module_property, test/dynamo/test_repros.py::ReproTests::test_partitioner_activation_memory_budget_with_unbacked_symints, test/dynamo/test_repros.py::ReproTests::test_partitioner_cse_respects_mutation_boundaries, test/dynamo/test_repros.py::ReproTests::test_pointless_graph_removal, test/dynamo/test_repros.py::ReproTests::test_primtorch, test/dynamo/test_repros.py::ReproTests::test_primtorch_no_graph_break, test/dynamo/test_repros.py::ReproTests::test_randint_out_dynamic, test/dynamo/test_repros.py::ReproTests::test_recursive_map, test/dynamo/test_repros.py::ReproTests::test_reformer_eval, test/dynamo/test_repros.py::ReproTests::test_reformer_min_chunk_len, test/dynamo/test_repros.py::ReproTests::test_reformer_sorting, test/dynamo/test_repros.py::ReproTests::test_reformer_train, test/dynamo/test_repros.py::ReproTests::test_reinplacing, test/dynamo/test_repros.py::ReproTests::test_relative_import, test/dynamo/test_repros.py::ReproTests::test_relative_import_no_modulename, test/dynamo/test_repros.py::ReproTests::test_requires_grad_guards_with_grad_mode1, test/dynamo/test_repros.py::ReproTests::test_requires_grad_guards_with_grad_mode2, test/dynamo/test_repros.py::ReproTests::test_restricted_list_subclass1, test/dynamo/test_repros.py::ReproTests::test_restricted_list_subclass2, test/dynamo/test_repros.py::ReproTests::test_restricted_list_subclass3, test/dynamo/test_repros.py::ReproTests::test_return_value_duplication_mixed_grad, test/dynamo/test_repros.py::ReproTests::test_return_value_duplication_scalar, test/dynamo/test_repros.py::ReproTests::test_return_value_duplication_tensor, test/dynamo/test_repros.py::ReproTests::test_return_weakref, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_dont_change_bytecode, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_noop, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_with_msg, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_with_non_string_msg, test/dynamo/test_repros.py::ReproTests::test_rewrite_assert_without_msg, test/dynamo/test_repros.py::ReproTests::test_rng_state, test/dynamo/test_repros.py::ReproTests::test_seq_append_list, test/dynamo/test_repros.py::ReproTests::test_setattr_requires_grad_graph_breaks, test/dynamo/test_repros.py::ReproTests::test_setitem_boolean_mask_diff, test/dynamo/test_repros.py::ReproTests::test_setitem_tuple_boolean_mask_diff, test/dynamo/test_repros.py::ReproTests::test_sigmoid_out, test/dynamo/test_repros.py::ReproTests::test_sigmoid_out2, test/dynamo/test_repros.py::ReproTests::test_size_typematch, test/dynamo/test_repros.py::ReproTests::test_slice_into_list_mutable, test/dynamo/test_repros.py::ReproTests::test_slicing_dynamic_shape, test/dynamo/test_repros.py::ReproTests::test_slicing_dynamic_shape_setitem, test/dynamo/test_repros.py::ReproTests::test_sort_out, test/dynamo/test_repros.py::ReproTests::test_sort_out2, test/dynamo/test_repros.py::ReproTests::test_specialized_stride, test/dynamo/test_repros.py::ReproTests::test_split_with_sizes_aot_autograd, test/dynamo/test_repros.py::ReproTests::test_staticmethod_allow_in_graph, test/dynamo/test_repros.py::ReproTests::test_stk_sdd_is_transposed, test/dynamo/test_repros.py::ReproTests::test_stop_iteration_reconstruct, test/dynamo/test_repros.py::ReproTests::test_str_isalnum, test/dynamo/test_repros.py::ReproTests::test_string_format, test/dynamo/test_repros.py::ReproTests::test_subclass_graph_output_repro, test/dynamo/test_repros.py::ReproTests::test_super_classmethod, test/dynamo/test_repros.py::ReproTests::test_super_classmethod_inheritance, test/dynamo/test_repros.py::ReproTests::test_super_diamond, test/dynamo/test_repros.py::ReproTests::test_super_in_staticmethod, test/dynamo/test_repros.py::ReproTests::test_super_staticmethod, test/dynamo/test_repros.py::ReproTests::test_swin_base_tensor_attr, test/dynamo/test_repros.py::ReproTests::test_symint_bitwise, test/dynamo/test_repros.py::ReproTests::test_symnode_is_not_op, test/dynamo/test_repros.py::ReproTests::test_symnode_is_op, test/dynamo/test_repros.py::ReproTests::test_sys_monitoring, test/dynamo/test_repros.py::ReproTests::test_tensor_data_kwarg, test/dynamo/test_repros.py::ReproTests::test_tensor_isinstance_tuple, test/dynamo/test_repros.py::ReproTests::test_tensor_item, test/dynamo/test_repros.py::ReproTests::test_tensor_random, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_aot_eager_func_name_func1, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_aot_eager_func_name_func2, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_aot_eager_func_name_func3, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_eager_func_name_func1, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_eager_func_name_func2, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_eager_func_name_func3, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_inductor_func_name_func1, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_inductor_func_name_func2, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_backend_inductor_func_name_func3, test/dynamo/test_repros.py::ReproTests::test_tensor_set_data_mismatched_dtype, test/dynamo/test_repros.py::ReproTests::test_tensor_split, test/dynamo/test_repros.py::ReproTests::test_tensor_split_within_device_cm, test/dynamo/test_repros.py::ReproTests::test_tensor_uniform, test/dynamo/test_repros.py::ReproTests::test_threading_local, test/dynamo/test_repros.py::ReproTests::test_tokenization, test/dynamo/test_repros.py::ReproTests::test_torch_compile_in_compile_frame, test/dynamo/test_repros.py::ReproTests::test_torch_ops_aten, test/dynamo/test_repros.py::ReproTests::test_torch_tensor_ops, test/dynamo/test_repros.py::ReproTests::test_torch_tensor_ops_no_graph_break, test/dynamo/test_repros.py::ReproTests::test_torch_variable_type, test/dynamo/test_repros.py::ReproTests::test_torchname, test/dynamo/test_repros.py::ReproTests::test_trace_functional_tensor_with, test/dynamo/test_repros.py::ReproTests::test_tuple_enum_as_key_dict, test/dynamo/test_repros.py::ReproTests::test_typed_dict, test/dynamo/test_repros.py::ReproTests::test_typed_dict_total, test/dynamo/test_repros.py::ReproTests::test_udf_classes_reconstruction, test/dynamo/test_repros.py::ReproTests::test_unbacked_arange_in_bounds, test/dynamo/test_repros.py::ReproTests::test_unbind_copy_out, test/dynamo/test_repros.py::ReproTests::test_unpack_hooks_can_be_disabled, test/dynamo/test_repros.py::ReproTests::test_unpack_hooks_dont_run_during_tracing, test/dynamo/test_repros.py::ReproTests::test_unspecialized_nn_module_with_torch_variable_attribute, test/dynamo/test_repros.py::ReproTests::test_unsqueeze_mul_strides, test/dynamo/test_repros.py::ReproTests::test_user_ctor_ctx_manager, test/dynamo/test_repros.py::ReproTests::test_user_ctor_ctx_manager_custom_init, test/dynamo/test_repros.py::ReproTests::test_user_ctor_ctx_manager_custom_init_graph_break, test/dynamo/test_repros.py::ReproTests::test_user_defined_iter, test/dynamo/test_repros.py::ReproTests::test_user_defined_object_callable, test/dynamo/test_repros.py::ReproTests::test_validate_model_kwargs, test/dynamo/test_repros.py::ReproTests::test_vc_bumped_in_inference_graph, test/dynamo/test_repros.py::ReproTests::test_vdd_duplicate_error, test/dynamo/test_repros.py::ReproTests::test_view_dtype_overload, test/dynamo/test_repros.py::ReproTests::test_weakref, test/dynamo/test_repros.py::ReproTests::test_weakref_callback, test/dynamo/test_repros.py::ReproTests::test_weakref_construction, test/dynamo/test_repros.py::ReproTests::test_weakref_del, test/dynamo/test_repros.py::ReproTests::test_weakref_reconstruct, test/dynamo/test_repros.py::ReproTests::test_while_loop_graph_break, test/dynamo/test_repros.py::ReproTests::test_while_loop_graph_break_inside_call_function, test/dynamo/test_repros.py::ReproTests::test_with_on_graph_break_inst, test/dynamo/test_repros.py::ReproTests::test_with_on_graph_break_nested, test/dynamo/test_repros.py::ReproTests::test_zeros_out_dynamic, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_data_dependent_error_log_no_print_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_deepcopy_constant_tensor_in_aot_bwd_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_filter_safe_grad_warning_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_filter_user_warnings_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_filter_warnings_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_flash_attn_backward_mixed_strides_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_getattr_return_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_guard_default_device_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_megablocks_moe_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_memleak_when_graph_input_has_tensor_attr_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_module_attribute_error_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_named_tuple_vt_clone_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_norm_dtype_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_partitioner_saves_weights_for_bw_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_sdpa_dynamic_shapes_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_sub_alpha_scalar_repro_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_tensor_size_hasattr_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_torch_cuda_is_initialized_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_truthiness_of_symints_no_recompiles_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_udf_class_source_cuda, test/dynamo/test_repros.py::ReproTestsDeviceCUDA::test_zero_dim_param_mixed_device_grad_cuda 2025-08-14T22:23:30.0349173Z 2025-08-14T22:23:34.9303906Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:23:34.9305692Z import pkg_resources 2025-08-14T22:23:35.4215231Z Running inductor/test_smoke 1/1 ... [2025-08-14 22:23:35.420980] 2025-08-14T22:23:35.4216012Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:23:35.4219578Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_smoke.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:23:35.421494] 2025-08-14T22:23:44.0075086Z 2025-08-14T22:23:44.0076337Z inductor/test_smoke 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_smoke_1.1_8bcd4e51dba572bd_.log 2025-08-14T22:23:44.0077103Z 2025-08-14T22:23:48.8610056Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:23:48.8613756Z import pkg_resources 2025-08-14T22:23:49.3399017Z Running inductor/test_custom_lowering 1/1 ... [2025-08-14 22:23:49.339228] 2025-08-14T22:23:49.3400178Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:23:49.3403249Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_custom_lowering.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:23:49.339813] 2025-08-14T22:23:58.0214936Z 2025-08-14T22:23:58.0216740Z inductor/test_custom_lowering 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_custom_lowering_1.1_b3a3c32209eddb0c_.log 2025-08-14T22:23:58.0220331Z Running 5 items in this shard: test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_sanity_cuda, test/inductor/test_custom_lowering.py::TestCustomLowering::test_jagged_to_padded_dense_zero_size, test/inductor/test_custom_lowering.py::TestCustomLowering::test_multi_inp_asm, test/inductor/test_custom_lowering.py::TestCustomLowering::test_register_lowering_custom_dict, test/inductor/test_custom_lowering.py::TestCustomLowering::test_tanh_approx 2025-08-14T22:23:58.0222617Z 2025-08-14T22:24:02.8857500Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:24:02.8861178Z import pkg_resources 2025-08-14T22:24:03.3652982Z Running inductor/test_config 1/1 ... [2025-08-14 22:24:03.364782] 2025-08-14T22:24:03.3653993Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:24:03.3659112Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:24:03.365379] 2025-08-14T22:24:19.5622042Z 2025-08-14T22:24:19.5623834Z inductor/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_config_1.1_c16e3bac1a812e24_.log 2025-08-14T22:24:19.5630098Z Running 13 items in this shard: test/inductor/test_config.py::TestInductorConfig::test_api_options, test/inductor/test_config.py::TestInductorConfig::test_codegen_skips_custom_passes, test/inductor/test_config.py::TestInductorConfig::test_compile_api, test/inductor/test_config.py::TestInductorConfig::test_compile_api_passes_config, test/inductor/test_config.py::TestInductorConfig::test_get_compiler_config, test/inductor/test_config.py::TestInductorConfig::test_hasattr, test/inductor/test_config.py::TestInductorConfig::test_invalid_backend, test/inductor/test_config.py::TestInductorConfig::test_invalid_names, test/inductor/test_config.py::TestInductorConfig::test_non_inductor_backend, test/inductor/test_config.py::TestInductorConfig::test_options_do_something, test/inductor/test_config.py::TestInductorConfig::test_patch, test/inductor/test_config.py::TestInductorConfig::test_save_load, test/inductor/test_config.py::TestInductorConfig::test_set 2025-08-14T22:24:19.5635076Z 2025-08-14T22:24:24.3335356Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:24:24.3337096Z import pkg_resources 2025-08-14T22:24:24.8044575Z Running dynamo/test_after_aot 1/1 ... [2025-08-14 22:24:24.803982] 2025-08-14T22:24:24.8045176Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:24:24.8050127Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_after_aot.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:24:24.804531] 2025-08-14T22:24:37.9451291Z 2025-08-14T22:24:37.9452892Z dynamo/test_after_aot 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_after_aot_1.1_47363c63a8a92559_.log 2025-08-14T22:24:37.9455531Z Running 2 items in this shard: test/dynamo/test_after_aot.py::TestAfterAot::test_dump_tensor, test/dynamo/test_after_aot.py::TestAfterAot::test_save_graph_repro 2025-08-14T22:24:37.9456756Z 2025-08-14T22:24:42.9749944Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:24:42.9751716Z import pkg_resources 2025-08-14T22:24:43.4676296Z Running dynamo/test_higher_order_ops 1/1 ... [2025-08-14 22:24:43.467102] 2025-08-14T22:24:43.4676897Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:24:43.4681235Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_higher_order_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:24:43.467677] 2025-08-14T22:26:02.0316904Z 2025-08-14T22:26:02.0321805Z dynamo/test_higher_order_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_higher_order_ops_1.1_ec71590541f657b9_.log 2025-08-14T22:26:02.0422852Z Running 227 items in this shard: test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_access_module_attr, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_allow_python_side_effects_utility, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_constants, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_global_num_adds_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_input_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_numpy_number, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_tracked_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_global_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_untracked_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_capture_value_created_in_subgraph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_concat_unbacked_shape_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_branches_no_arguments_no_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_free_variable_in_both_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_graph_break_in_one_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_pytree_operands_with_non_tensor_leaves, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_side_effect_in_one_branches, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_constant_pred, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_cond_with_empty_operands, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_dynamic_shapes_over_vmap_batch_size, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_enum_arg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_error_message_sane, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_complicated, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_graph_break_simple, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fallback_on_python_primitives_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_flat_list_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_fn_with_kwargs_in_torch_ops, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_freevars_as_inputs_to_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_grad_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_incorrect_type, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_no_hints, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hints_wrapper_pytree_inputs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hooks, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_hopify_generic_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_inlined_functions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_internal_nonlocal, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensor_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_compound_expressions, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_lift_tensors_with_shared_symbols, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_make_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_example_value_metadata_consistent_with_eager, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_lowers_to_graph, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_multi_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_pytree_return, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_side_effect, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_map_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_modules, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_tuple_output, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_nested_wrap, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_no_freevars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_output_with_dict, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_mode, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_register_subclass, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_var_used_multiple_times, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_return_captured_vars, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_same_freevar_twice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_del_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_in_body, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_local_list_append_no_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_list, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_global_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_num_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_mutate_nonlocal_tensor_builtin, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nested_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_nonlocal_list_append_graph_break, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_existing_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_global_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_module, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_side_effect_set_new_attr_nonlocal_obj, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_in_slice, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_symint_input, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_and_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_to_list_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_tensor_with_unbacked_shape_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_unbacked_symbol_closure, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_multiply_scalar, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_vmap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_all_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_allow_local_assign_in_body_fn, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_else_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_default_if_branch, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_int, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_only, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_kwarg_recompile, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_nested, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_not_const_symint_tensor, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_args_with_symint_constant, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_pytree_kwargs, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_source_fn_stack, test/dynamo/test_higher_order_ops.py::HigherOrderOpTests::test_wrap_subgraph_name_is_valid, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_dual_level_guard, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_emit_functorch_guard_if_active, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_grad_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_jvp_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_linearize_recompiles, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_grad_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_fail_different_state, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_guard_ok, test/dynamo/test_higher_order_ops.py::HigherOrderOpVmapGuardTests::test_vmap_recompile_different_states, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_disable_inline_nn_module, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_functional_call_sequential_params_and_buffers, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_capture_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_closure_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_fn_with_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_non_tensor_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_over_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_pytree, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_all_grad_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_two_tensor_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_grad_with_side_effect, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_hessian_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacfwd_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jacrev_two_tensors_argnums, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_python_scalar, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_freevar_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_jvp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_simple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_enable_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_disable_grad, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_jvp_two_tensors_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_linearize_jvp_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_has_aux, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vjp_multiple_outputs_python_struct, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_compiled_backward_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_call_torch_compile_fn, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_const, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_free_tensor, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_get_wrapped, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_kwargs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_invocation_out_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_diff_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_multiple_outputs_out_dims_tuple, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_implicit_via_op, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_new_tensor_unused_in_body, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_out_dims_None, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_captured, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_over_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_previous_illegal_op_no_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_pytree_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_different_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_same_config, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_recompile_with_randomness, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_side_effects_append_input, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_two_inputs_tuple_in_dims, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_conditional_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_2, test/dynamo/test_higher_order_ops.py::FuncTorchHigherOrderOpTests::test_vmap_with_graph_break_lambda, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_invalid_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_cond_with_mismatched_output, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_dropout_inductor, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_fallback, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_cond_unbalanced_branches, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_flop_counter_for_nested_cond, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_function_with_kwargs, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_module, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_non_aliasing_util, test/dynamo/test_higher_order_ops.py::ActivationCheckpointingTests::test_override_fallthrough_dispatch_key, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_aot_eager_invoke_subgraph_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_auto_functionalize_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_cond_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_packed_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_quant_simple_cuda_float32, test/dynamo/test_higher_order_ops.py::TestHigherOrderOpsOpInfoCUDA::test_hops_compile_backend_inductor_invoke_subgraph_simple_cuda_float32 2025-08-14T22:26:02.0523015Z 2025-08-14T22:26:06.9319982Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:26:06.9321723Z import pkg_resources 2025-08-14T22:26:07.4457653Z Running inductor/test_layout_optim 1/1 ... [2025-08-14 22:26:07.445192] 2025-08-14T22:26:07.4458942Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:26:07.4461687Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_layout_optim.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:26:07.445713] 2025-08-14T22:26:16.0384379Z 2025-08-14T22:26:16.0385630Z inductor/test_layout_optim 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_layout_optim_1.1_52668153727a81fc_.log 2025-08-14T22:26:16.0386480Z 2025-08-14T22:26:20.9200249Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:26:20.9202048Z import pkg_resources 2025-08-14T22:26:21.3918187Z Running inductor/test_binary_folding 1/1 ... [2025-08-14 22:26:21.391280] 2025-08-14T22:26:21.3918901Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:26:21.3922733Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_binary_folding.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:26:21.391786] 2025-08-14T22:27:45.4214133Z 2025-08-14T22:27:45.4215829Z inductor/test_binary_folding 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_binary_folding_1.1_e2c05398c8a80028_.log 2025-08-14T22:27:45.4219618Z Running 3 items in this shard: test/inductor/test_binary_folding.py::FreezingCpuTests::test_conv_binary_folding_cpu, test/inductor/test_binary_folding.py::FreezingCpuTests::test_conv_bn_folding_cpu, test/inductor/test_binary_folding.py::FreezingCpuTests::test_linear_binary_folding_cpu 2025-08-14T22:27:45.4221013Z 2025-08-14T22:27:50.3628896Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:27:50.3631082Z import pkg_resources 2025-08-14T22:27:50.8569103Z Running dynamo/test_activation_checkpointing 1/1 ... [2025-08-14 22:27:50.856373] 2025-08-14T22:27:50.8570029Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:27:50.8573379Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_activation_checkpointing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:27:50.856888] 2025-08-14T22:28:08.9078082Z 2025-08-14T22:28:08.9079316Z dynamo/test_activation_checkpointing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_activation_checkpointing_1.1_08da603ac54d6e55_.log 2025-08-14T22:28:08.9100903Z Running 31 items in this shard: test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_autocast_flash_attention_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_custom_rule_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_inplace_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_invalid_context_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_list_ops_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_must_not_recompute_gemm_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_must_recompute_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_outplace_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_parametrization_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_partial_ctx_fn_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_random_op_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_compile_selective_checkpoint_tensor_subclass_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_distributed_utils_checkpoint_wrapper_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_dynamo_does_not_trace_getattr_as_top_frame_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_error_msg_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_fallback_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_kwargs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_list_inputs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_pattern_matcher_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_symints_location_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_decomps_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_dropout_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_via_global_checkpoint_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_function_with_kwargs_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_module_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_multiple_checkpoints_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_must_save_tensor_that_has_backward_hook_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_rand_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_recomputed_rand_cuda, test/dynamo/test_activation_checkpointing.py::ActivationCheckpointingViaTagsTestsCUDA::test_tags_sequential_layers_cuda 2025-08-14T22:28:08.9121652Z 2025-08-14T22:28:13.9191450Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:28:13.9193253Z import pkg_resources 2025-08-14T22:28:14.4197309Z Running inductor/test_mmdecomp 1/1 ... [2025-08-14 22:28:14.419222] 2025-08-14T22:28:14.4197926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:28:14.4201558Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_mmdecomp.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:28:14.419776] 2025-08-14T22:28:23.3526912Z 2025-08-14T22:28:23.3528132Z inductor/test_mmdecomp 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mmdecomp_1.1_a73070227d42c214_.log 2025-08-14T22:28:23.3540700Z Running 24 items in this shard: test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_batched_mm_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_bmm_batch2_last_dim_size_is_one_cuda, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_dynamic_shape_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_dynamic_shape_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_simple_mm_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_10_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_1_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_2_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_bfloat16_bs_4_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_10_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_1_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_2_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_float32_bs_4_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_10_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_1_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_2_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_batched_int32_bs_4_cuda_int32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_bfloat16_cuda_bfloat16, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_float32_cuda_float32, test/inductor/test_mmdecomp.py::TestDecompCUDA::test_some_int32_cuda_int32 2025-08-14T22:28:23.3550872Z 2025-08-14T22:28:28.2014336Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:28:28.2016048Z import pkg_resources 2025-08-14T22:28:28.6903036Z Running dynamo/test_cudagraphs 1/1 ... [2025-08-14 22:28:28.689803] 2025-08-14T22:28:28.6903629Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:28:28.6907643Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_cudagraphs.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:28:28.690335] 2025-08-14T22:28:30.0055657Z 2025-08-14T22:28:30.0056819Z inductor/test_mkldnn_pattern_matcher 1/3 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_mkldnn_pattern_matcher_1.3_8d459f1507fdd736_.log 2025-08-14T22:28:30.0122126Z Running 85 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_fusion_failed, 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_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_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_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_True_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_True_float32_dynamic_True_reshape_a_True_M_32_inplace_add_True_expand_a_scale_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_linear_add_bias, 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_qat_qconv2d_hardswish, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qat_qconv2d_relu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qcat, 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_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_dequant_promotion_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardswish_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_hardtanh_int8_mixed_bf16_xpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_int8_mixed_bf16, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu6_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_relu_cpu, 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_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qconv2d_with_concat_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qflatten, 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_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_fp8_inductor_cpu, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_False_is_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_use_relu_False_is_qat_True_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_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_xpu_use_relu_False_is_qat_False_is_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_add_int8_mixed_bf16_xpu_use_relu_True_is_qat_False_is_dynamic_False, 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_input_dim_exceeds_2_xpu, 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_input_dim_exceeds_2_and_not_contiguous, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_int8_mixed_bf16_input_dim_exceeds_2, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_qlinear_mul_xpu, 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_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_bfloat16_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_bfloat16_per_channel_quant_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_bfloat16_per_channel_quant_True_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_False_float32_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_False_dynamic_True, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_False_dynamic_False, test/inductor/test_mkldnn_pattern_matcher.py::TestPatternMatcher::test_smooth_quant_with_int_mm_has_bias_True_float32_per_channel_quant_True_dynamic_False 2025-08-14T22:28:30.0178625Z 2025-08-14T22:28:34.7904198Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:28:34.7905974Z import pkg_resources 2025-08-14T22:28:35.2682318Z Running dynamo/test_misc 1/1 ... [2025-08-14 22:28:35.267708] 2025-08-14T22:28:35.2683355Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:28:35.2685931Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_misc.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:28:35.268206] 2025-08-14T22:28:37.1222205Z 2025-08-14T22:28:37.1223741Z dynamo/test_cudagraphs 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_cudagraphs_1.1_770d35de5cc8ded0_.log 2025-08-14T22:28:37.1228023Z Running 8 items in this shard: test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_basic, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dead_fill, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_dtoh, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_factory, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_htod, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_constant, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutate_input, test/dynamo/test_cudagraphs.py::TestAotCudagraphs::test_mutated_metadata 2025-08-14T22:28:37.1231395Z 2025-08-14T22:28:41.9364165Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:28:41.9365997Z import pkg_resources 2025-08-14T22:28:42.4183772Z Running inductor/test_aot_inductor_custom_ops 1/1 ... [2025-08-14 22:28:42.417886] 2025-08-14T22:28:42.4184500Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:28:42.4187951Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_aot_inductor_custom_ops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:28:42.418380] 2025-08-14T22:28:51.3027510Z 2025-08-14T22:28:51.3029146Z inductor/test_aot_inductor_custom_ops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_aot_inductor_custom_ops_1.1_1308e8cf8ddb7be1_.log 2025-08-14T22:28:51.3030100Z 2025-08-14T22:28:56.0993330Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:28:56.0995085Z import pkg_resources 2025-08-14T22:28:56.5878538Z Running inductor/test_unbacked_symints 1/1 ... [2025-08-14 22:28:56.587323] 2025-08-14T22:28:56.5879167Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:28:56.5882435Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_unbacked_symints.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:28:56.587859] 2025-08-14T22:29:05.6219936Z 2025-08-14T22:29:05.6222017Z inductor/test_unbacked_symints 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_unbacked_symints_1.1_1e4d426e14023ef2_.log 2025-08-14T22:29:05.6237270Z Running 27 items in this shard: test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_autotuning_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_broadcast_tensors_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_einsum_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_equivalent_backed_unbacked_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_expand_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_expand_ok_with_runtime_assert_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_issue_143498_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_addmm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_addmm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_bmm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_bmm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_mm_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_mm_and_friends_mm_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_nonzero_in_inference_mode_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_sdpfa_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_split_with_sizes_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_to_int_with_unbacked_size_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_triton_kernel_grid_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_linear_layer_norm_input_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_masked_scatter_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_range_tree_divisor_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_repeat_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic2_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic_False_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_unbacked_slice_on_subclass_dynamic_True_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_vertical_pointwise_reduction_fusion_cuda, test/inductor/test_unbacked_symints.py::TestUnbackedSymintsCUDA::test_view_of_slice_cuda 2025-08-14T22:29:05.6250251Z 2025-08-14T22:29:10.4905358Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:29:10.4907100Z import pkg_resources 2025-08-14T22:29:10.9702140Z Running inductor/test_external_callables 1/1 ... [2025-08-14 22:29:10.969702] 2025-08-14T22:29:10.9702769Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:29:10.9706305Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_external_callables.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:29:10.970203] 2025-08-14T22:29:25.8149724Z 2025-08-14T22:29:25.8151839Z inductor/test_external_callables 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_external_callables_1.1_8588527f5e8db6c3_.log 2025-08-14T22:29:25.8155006Z Running 3 items in this shard: test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cpu, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_cuda, test/inductor/test_external_callables.py::TestInductorExternalCallable::test_matmul_dup 2025-08-14T22:29:25.8156553Z 2025-08-14T22:29:30.7960050Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:29:30.7962130Z import pkg_resources 2025-08-14T22:29:31.3049650Z Running inductor/test_provenance_tracing 1/1 ... [2025-08-14 22:29:31.304439] 2025-08-14T22:29:31.3050263Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:29:31.3053402Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_provenance_tracing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:29:31.304936] 2025-08-14T22:29:52.3120338Z 2025-08-14T22:29:52.3122247Z inductor/test_provenance_tracing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_provenance_tracing_1.1_8527ff9b431b1ad4_.log 2025-08-14T22:29:52.3131131Z Running 6 items in this shard: test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_combo_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cpu, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_cuda, test/inductor/test_provenance_tracing.py::TestProvenanceTracingArtifact::test_triton_kernel_to_post_grad_tracing_extern_kernel, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMapping::test_create_node_mapping, test/inductor/test_provenance_tracing.py::TestProvenanceTracingNodeMeta::test_pattern_matcher_transfer_meta 2025-08-14T22:29:52.3135146Z 2025-08-14T22:29:57.2932992Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:29:57.2935137Z import pkg_resources 2025-08-14T22:29:57.7908988Z Running inductor/test_subgraph_choice 1/1 ... [2025-08-14 22:29:57.790336] 2025-08-14T22:29:57.7909639Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:29:57.7913387Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_subgraph_choice.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:29:57.790869] 2025-08-14T22:30:06.6691996Z 2025-08-14T22:30:06.6693260Z inductor/test_subgraph_choice 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_subgraph_choice_1.1_9105531315b89aab_.log 2025-08-14T22:30:06.6694148Z 2025-08-14T22:30:11.7056246Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:30:11.7058131Z import pkg_resources 2025-08-14T22:30:12.2020714Z Running inductor/test_cpp_wrapper_hipify 1/1 ... [2025-08-14 22:30:12.201598] 2025-08-14T22:30:12.2021311Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:30:12.2025017Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpp_wrapper_hipify.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:30:12.202100] 2025-08-14T22:30:17.9291620Z 2025-08-14T22:30:17.9292940Z 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_16b14d801426490d_.log 2025-08-14T22:30:17.9295635Z 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 2025-08-14T22:30:17.9297180Z 2025-08-14T22:30:22.7923277Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:30:22.7925009Z import pkg_resources 2025-08-14T22:30:23.2749420Z Running export/test_export 1/1 ... [2025-08-14 22:30:23.274478] 2025-08-14T22:30:23.2749926Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:30:23.2754650Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:30:23.275103] 2025-08-14T22:32:44.3255288Z 2025-08-14T22:32:44.3259918Z dynamo/test_misc 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_misc_1.1_5982672f029fd060_.log 2025-08-14T22:32:44.3439576Z Running 594 items in this shard: test/dynamo/test_misc.py::MiscTests::test_312_binary_slice_with_graph_break1, test/dynamo/test_misc.py::MiscTests::test_312_binary_slice_with_graph_break2, test/dynamo/test_misc.py::MiscTests::test_RAISE_VARARGS_0, test/dynamo/test_misc.py::MiscTests::test_T_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_add_sizes, test/dynamo/test_misc.py::MiscTests::test_add_to_set, test/dynamo/test_misc.py::MiscTests::test_anomaly_aot_autograd, test/dynamo/test_misc.py::MiscTests::test_any_all_symnode, test/dynamo/test_misc.py::MiscTests::test_aot_autograd_propagate_unbacked_symints_shape, test/dynamo/test_misc.py::MiscTests::test_arange_length_with_float32_dtype, test/dynamo/test_misc.py::MiscTests::test_argwhere_with_dynamic_shapes, test/dynamo/test_misc.py::MiscTests::test_assert, test/dynamo/test_misc.py::MiscTests::test_assert_size_stride, test/dynamo/test_misc.py::MiscTests::test_assigning_function_to_class_attribute, test/dynamo/test_misc.py::MiscTests::test_assigning_function_to_object_attribute, test/dynamo/test_misc.py::MiscTests::test_backend_match_guard, test/dynamo/test_misc.py::MiscTests::test_backend_match_guard_multi_threads, test/dynamo/test_misc.py::MiscTests::test_backward_deterministic_mode_mismatch_warning, test/dynamo/test_misc.py::MiscTests::test_boolarg, test/dynamo/test_misc.py::MiscTests::test_bound_shape_checks, test/dynamo/test_misc.py::MiscTests::test_build_tuple_unpack, test/dynamo/test_misc.py::MiscTests::test_builder_for_class_with_metaclass, test/dynamo/test_misc.py::MiscTests::test_builtin_abs, test/dynamo/test_misc.py::MiscTests::test_builtin_bool_on_symbool, test/dynamo/test_misc.py::MiscTests::test_builtin_bool_on_symfloat, test/dynamo/test_misc.py::MiscTests::test_builtin_bool_on_symint, test/dynamo/test_misc.py::MiscTests::test_builtin_isinstance, test/dynamo/test_misc.py::MiscTests::test_builtin_str_on_user_defined_function, test/dynamo/test_misc.py::MiscTests::test_builtin_subclasses_as_method_on_class_type, test/dynamo/test_misc.py::MiscTests::test_builtin_subclasses_as_method_on_var, test/dynamo/test_misc.py::MiscTests::test_call_parent_non_class_methods_from_child, test/dynamo/test_misc.py::MiscTests::test_callpacked, test/dynamo/test_misc.py::MiscTests::test_cannot_trace_mark_dynamic, test/dynamo/test_misc.py::MiscTests::test_cannot_trace_mark_dynamic_safe_unreached, test/dynamo/test_misc.py::MiscTests::test_cast, test/dynamo/test_misc.py::MiscTests::test_cat_unbacked, test/dynamo/test_misc.py::MiscTests::test_catch_watchings1, test/dynamo/test_misc.py::MiscTests::test_catch_watchings2, test/dynamo/test_misc.py::MiscTests::test_cell_captured_by_existing_func_but_not_root_frame, test/dynamo/test_misc.py::MiscTests::test_cell_output1, test/dynamo/test_misc.py::MiscTests::test_cell_output2, test/dynamo/test_misc.py::MiscTests::test_class_duner_flags, test/dynamo/test_misc.py::MiscTests::test_class_duner_mro, test/dynamo/test_misc.py::MiscTests::test_class_has_instancecheck_method, test/dynamo/test_misc.py::MiscTests::test_clone_sparse_input, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell_with_cond, test/dynamo/test_misc.py::MiscTests::test_closure_out_of_scope_cell_with_mutation, test/dynamo/test_misc.py::MiscTests::test_closure_recompiles, test/dynamo/test_misc.py::MiscTests::test_closure_with_mutation_and_graph_break, test/dynamo/test_misc.py::MiscTests::test_closure_write_across_functions, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_eq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_neq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_tuple_eq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_tuple_neq, test/dynamo/test_misc.py::MiscTests::test_compare_shapes_with_constant, test/dynamo/test_misc.py::MiscTests::test_compare_tensor_with_none, test/dynamo/test_misc.py::MiscTests::test_compilation_metrics_size_limit, test/dynamo/test_misc.py::MiscTests::test_cond, test/dynamo/test_misc.py::MiscTests::test_cond_export, test/dynamo/test_misc.py::MiscTests::test_cond_export_single_arg, test/dynamo/test_misc.py::MiscTests::test_cond_nested, test/dynamo/test_misc.py::MiscTests::test_cond_side_effects, test/dynamo/test_misc.py::MiscTests::test_cond_with_quantization, test/dynamo/test_misc.py::MiscTests::test_conditional_list_comp_in_context, test/dynamo/test_misc.py::MiscTests::test_config_getattr_default, test/dynamo/test_misc.py::MiscTests::test_config_obj, test/dynamo/test_misc.py::MiscTests::test_const_dict_variable_python_type, test/dynamo/test_misc.py::MiscTests::test_constant_getattr, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_fancy_ctor1, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_fancy_ctor2, test/dynamo/test_misc.py::MiscTests::test_cross_entropy_loss_simple_ctor, test/dynamo/test_misc.py::MiscTests::test_custom_dict, test/dynamo/test_misc.py::MiscTests::test_custom_module_free, test/dynamo/test_misc.py::MiscTests::test_data_access_in_inference_mode, test/dynamo/test_misc.py::MiscTests::test_data_ptr_graph_break_aten, test/dynamo/test_misc.py::MiscTests::test_data_ptr_graph_break_builtin, test/dynamo/test_misc.py::MiscTests::test_dataclass, test/dynamo/test_misc.py::MiscTests::test_dataclass_fields, test/dynamo/test_misc.py::MiscTests::test_dataclass_local_hasattr, test/dynamo/test_misc.py::MiscTests::test_default_args_device_dtype, test/dynamo/test_misc.py::MiscTests::test_default_dtype_change, test/dynamo/test_misc.py::MiscTests::test_defaultdict, test/dynamo/test_misc.py::MiscTests::test_deque_append_left, test/dynamo/test_misc.py::MiscTests::test_deque_input, test/dynamo/test_misc.py::MiscTests::test_derpy_nn_module_usage, test/dynamo/test_misc.py::MiscTests::test_descriptor, test/dynamo/test_misc.py::MiscTests::test_descriptor_side_effect, test/dynamo/test_misc.py::MiscTests::test_deterministic_algorithms_mutated, test/dynamo/test_misc.py::MiscTests::test_dictcomp, test/dynamo/test_misc.py::MiscTests::test_disable_flag, test/dynamo/test_misc.py::MiscTests::test_dtypes_no_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_dunder_methods, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining1, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining2, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining3, test/dynamo/test_misc.py::MiscTests::test_dunder_new_function_inlining4, test/dynamo/test_misc.py::MiscTests::test_dunder_weakref, test/dynamo/test_misc.py::MiscTests::test_duplicate_graph_break_log, test/dynamo/test_misc.py::MiscTests::test_dynamic_one_hot, test/dynamo/test_misc.py::MiscTests::test_dynamic_shapes_as_strided, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_dynamic_override, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_dynamic_override_regex, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_force_parameter_static_shapes_and_property_static_shapes_override, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_graph_break, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_int, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_precedence_over_int_specialization, test/dynamo/test_misc.py::MiscTests::test_dynamic_sources_tensor, test/dynamo/test_misc.py::MiscTests::test_dynamo_cache_invalidate, test/dynamo/test_misc.py::MiscTests::test_dynamo_cache_move_to_front, test/dynamo/test_misc.py::MiscTests::test_dynamo_compiling_fake_tensor_to_vararg_int, test/dynamo/test_misc.py::MiscTests::test_dynamo_disabled_in_custom_op_kernels, test/dynamo/test_misc.py::MiscTests::test_dynamo_min_operator_with_shape, test/dynamo/test_misc.py::MiscTests::test_dynamo_reset_clears_cache, test/dynamo/test_misc.py::MiscTests::test_empty_list, test/dynamo/test_misc.py::MiscTests::test_enum_as_dict_key, test/dynamo/test_misc.py::MiscTests::test_enum_as_dict_key_with_overloaded_str, test/dynamo/test_misc.py::MiscTests::test_enum_guards, test/dynamo/test_misc.py::MiscTests::test_enum_method, test/dynamo/test_misc.py::MiscTests::test_enum_no_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_enum_subclass, test/dynamo/test_misc.py::MiscTests::test_error_on_nested_fx_trace, test/dynamo/test_misc.py::MiscTests::test_error_on_recompile, test/dynamo/test_misc.py::MiscTests::test_escaping_closure_var_with_backward_hook, test/dynamo/test_misc.py::MiscTests::test_escaping_closure_var_with_nonlocal_var, test/dynamo/test_misc.py::MiscTests::test_existing_func_that_creates_capturing_nested_func, test/dynamo/test_misc.py::MiscTests::test_fail_on_recompile_error_message, test/dynamo/test_misc.py::MiscTests::test_flat_name_to_original_fqn, test/dynamo/test_misc.py::MiscTests::test_float_speculation_log_divergence, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__1, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__2, test/dynamo/test_misc.py::MiscTests::test_fn_hasattr__name__3, test/dynamo/test_misc.py::MiscTests::test_fold, test/dynamo/test_misc.py::MiscTests::test_free_var_and_local_name_collision, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_attr_access, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_default_factory, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_default_value, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_hashable, test/dynamo/test_misc.py::MiscTests::test_frozen_dataclass_kw_only, test/dynamo/test_misc.py::MiscTests::test_frozen_dict, test/dynamo/test_misc.py::MiscTests::test_frozenset_of_non_literals, test/dynamo/test_misc.py::MiscTests::test_frozenset_torch_func_contains, test/dynamo/test_misc.py::MiscTests::test_fullgraph_capture, test/dynamo/test_misc.py::MiscTests::test_funcname_cache, test/dynamo/test_misc.py::MiscTests::test_function_annotation, test/dynamo/test_misc.py::MiscTests::test_function_generic_alias_annotation, test/dynamo/test_misc.py::MiscTests::test_generate_tensor_from_list_of_numpy_primitive_type, test/dynamo/test_misc.py::MiscTests::test_generate_trivial_abstract_impl, test/dynamo/test_misc.py::MiscTests::test_get_attr_function, test/dynamo/test_misc.py::MiscTests::test_get_cache_entry, test/dynamo/test_misc.py::MiscTests::test_get_custom_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_get_instruction_source_311, test/dynamo/test_misc.py::MiscTests::test_getattr_dict, test/dynamo/test_misc.py::MiscTests::test_getattrvariable_as_python_constant, test/dynamo/test_misc.py::MiscTests::test_getset_descriptor, test/dynamo/test_misc.py::MiscTests::test_global_state_guard_serialization, test/dynamo/test_misc.py::MiscTests::test_grad, test/dynamo/test_misc.py::MiscTests::test_grad_non_none, test/dynamo/test_misc.py::MiscTests::test_grad_none, test/dynamo/test_misc.py::MiscTests::test_grad_state_mutated, test/dynamo/test_misc.py::MiscTests::test_graph_break_compilation_metrics, test/dynamo/test_misc.py::MiscTests::test_graph_break_compilation_metrics_on_failure, test/dynamo/test_misc.py::MiscTests::test_graph_break_correctly_when_passing_numpy_ndarray_to_torch_function, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn2, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn_shape_control, test/dynamo/test_misc.py::MiscTests::test_guard_failure_fn_tensor_iter, test/dynamo/test_misc.py::MiscTests::test_guard_filter_fn_by_id, test/dynamo/test_misc.py::MiscTests::test_guard_filter_fn_by_is_global, test/dynamo/test_misc.py::MiscTests::test_guard_filter_fn_by_name_and_value, test/dynamo/test_misc.py::MiscTests::test_guard_filter_globals, test/dynamo/test_misc.py::MiscTests::test_guard_filter_inbuilt_nn_modules, test/dynamo/test_misc.py::MiscTests::test_guard_filter_nn_modules, test/dynamo/test_misc.py::MiscTests::test_guard_filter_tensors, test/dynamo/test_misc.py::MiscTests::test_guard_function_builder_with_cse, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious_backed, test/dynamo/test_misc.py::MiscTests::test_guard_size_oblivious_simplification, test/dynamo/test_misc.py::MiscTests::test_guard_sym_node_fstring_when_used, test/dynamo/test_misc.py::MiscTests::test_guards_cse_pass_multiple, test/dynamo/test_misc.py::MiscTests::test_guards_cse_pass_single, test/dynamo/test_misc.py::MiscTests::test_guards_strip_function_call, test/dynamo/test_misc.py::MiscTests::test_hasattr_nn_module_guard, test/dynamo/test_misc.py::MiscTests::test_hash_getitem_slice, test/dynamo/test_misc.py::MiscTests::test_hash_hop, test/dynamo/test_misc.py::MiscTests::test_id_guarded_class, test/dynamo/test_misc.py::MiscTests::test_id_guarded_module, test/dynamo/test_misc.py::MiscTests::test_id_guarded_object, test/dynamo/test_misc.py::MiscTests::test_id_of_nn_module, test/dynamo/test_misc.py::MiscTests::test_id_tensor, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod1, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod2, test/dynamo/test_misc.py::MiscTests::test_if_cond_nn_mod3, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object2, test/dynamo/test_misc.py::MiscTests::test_if_cond_user_defined_object3, test/dynamo/test_misc.py::MiscTests::test_inference_mode, test/dynamo/test_misc.py::MiscTests::test_inline_closure_not_loaded_by_parent, test/dynamo/test_misc.py::MiscTests::test_inline_closure_returned_by_another_function_and_captures, test/dynamo/test_misc.py::MiscTests::test_inline_dict_function, test/dynamo/test_misc.py::MiscTests::test_inline_dict_function_passed_as_arg, test/dynamo/test_misc.py::MiscTests::test_inline_dict_mutation, test/dynamo/test_misc.py::MiscTests::test_inline_func_jump_on_tensor_condition, test/dynamo/test_misc.py::MiscTests::test_inline_list_mutation, test/dynamo/test_misc.py::MiscTests::test_inline_local_dict_clear, test/dynamo/test_misc.py::MiscTests::test_inline_module_attr_dict_clear, test/dynamo/test_misc.py::MiscTests::test_inline_user_defined_dict_attr_clear, test/dynamo/test_misc.py::MiscTests::test_inplace, test/dynamo/test_misc.py::MiscTests::test_inplace_desugaring, test/dynamo/test_misc.py::MiscTests::test_inplace_param_update, test/dynamo/test_misc.py::MiscTests::test_inplace_view_on_graph_input, test/dynamo/test_misc.py::MiscTests::test_input_cell_mutation, test/dynamo/test_misc.py::MiscTests::test_inspect_signature_bind, test/dynamo/test_misc.py::MiscTests::test_inspect_signature_bind_non_user_function, test/dynamo/test_misc.py::MiscTests::test_inspect_signature_parameters, test/dynamo/test_misc.py::MiscTests::test_int_int_comparisons, test/dynamo/test_misc.py::MiscTests::test_int_list, test/dynamo/test_misc.py::MiscTests::test_int_neg, test/dynamo/test_misc.py::MiscTests::test_int_shape_binops, test/dynamo/test_misc.py::MiscTests::test_int_shape_comparisons, test/dynamo/test_misc.py::MiscTests::test_int_shape_inplace_binops, test/dynamo/test_misc.py::MiscTests::test_intermediary_tensor_grad_access, test/dynamo/test_misc.py::MiscTests::test_invalid_args_builtin, test/dynamo/test_misc.py::MiscTests::test_is_compiling, test/dynamo/test_misc.py::MiscTests::test_is_floating_point, test/dynamo/test_misc.py::MiscTests::test_is_floating_point2, test/dynamo/test_misc.py::MiscTests::test_is_tensor, test/dynamo/test_misc.py::MiscTests::test_is_tensor2, test/dynamo/test_misc.py::MiscTests::test_is_tensor_like, test/dynamo/test_misc.py::MiscTests::test_is_tensor_like2, test/dynamo/test_misc.py::MiscTests::test_item, test/dynamo/test_misc.py::MiscTests::test_item_changes, test/dynamo/test_misc.py::MiscTests::test_item_changes_new_shape, test/dynamo/test_misc.py::MiscTests::test_iter_set, test/dynamo/test_misc.py::MiscTests::test_iter_type, test/dynamo/test_misc.py::MiscTests::test_iterator_limit, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_symint_default_sum, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_builtins, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_default_sum, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_kwargs, test/dynamo/test_misc.py::MiscTests::test_itertools_accumulate_tensors_user_defined, test/dynamo/test_misc.py::MiscTests::test_itertools_groupby_pure_python_default_identify_func, test/dynamo/test_misc.py::MiscTests::test_itertools_groupby_pure_python_key_func, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_count, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_cycle, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_repeat, test/dynamo/test_misc.py::MiscTests::test_itertools_infinite_repeat_mutation, test/dynamo/test_misc.py::MiscTests::test_itertools_islice, test/dynamo/test_misc.py::MiscTests::test_itertools_islice_default_end, test/dynamo/test_misc.py::MiscTests::test_itertools_islice_default_step, test/dynamo/test_misc.py::MiscTests::test_itertools_repeat, test/dynamo/test_misc.py::MiscTests::test_itertools_tee, test/dynamo/test_misc.py::MiscTests::test_large_reduction_list, test/dynamo/test_misc.py::MiscTests::test_linear_module_free, test/dynamo/test_misc.py::MiscTests::test_list_append_return_none, test/dynamo/test_misc.py::MiscTests::test_list_class, test/dynamo/test_misc.py::MiscTests::test_list_hasattr1, test/dynamo/test_misc.py::MiscTests::test_list_hasattr2, test/dynamo/test_misc.py::MiscTests::test_list_iadd_side_effect, test/dynamo/test_misc.py::MiscTests::test_list_iadd_with_shape, test/dynamo/test_misc.py::MiscTests::test_list_iterator_contains, test/dynamo/test_misc.py::MiscTests::test_list_mul, test/dynamo/test_misc.py::MiscTests::test_list_slice_mul, test/dynamo/test_misc.py::MiscTests::test_listcomp, test/dynamo/test_misc.py::MiscTests::test_load_fast_and_clear_graph_break, test/dynamo/test_misc.py::MiscTests::test_mandelbrot_numpy, test/dynamo/test_misc.py::MiscTests::test_map_side_effects, test/dynamo/test_misc.py::MiscTests::test_map_with_quantization, test/dynamo/test_misc.py::MiscTests::test_mark_dynamic_with_ranges, test/dynamo/test_misc.py::MiscTests::test_mark_static, test/dynamo/test_misc.py::MiscTests::test_mark_unbacked_strict, test/dynamo/test_misc.py::MiscTests::test_matmul1, test/dynamo/test_misc.py::MiscTests::test_min_max_over_iterable, test/dynamo/test_misc.py::MiscTests::test_module_complex_iter, test/dynamo/test_misc.py::MiscTests::test_module_deepcopy, test/dynamo/test_misc.py::MiscTests::test_module_not_callable, test/dynamo/test_misc.py::MiscTests::test_mro_type_tensor_no_source, test/dynamo/test_misc.py::MiscTests::test_multiple_inheritance, test/dynamo/test_misc.py::MiscTests::test_mutable_mapping_multiple_inheritance, test/dynamo/test_misc.py::MiscTests::test_named_parameters, test/dynamo/test_misc.py::MiscTests::test_namedtuple1, test/dynamo/test_misc.py::MiscTests::test_namedtuple2, test/dynamo/test_misc.py::MiscTests::test_namedtuple3, test/dynamo/test_misc.py::MiscTests::test_namedtuple_class, test/dynamo/test_misc.py::MiscTests::test_namedtuple_with_custom_getitem, test/dynamo/test_misc.py::MiscTests::test_nan, test/dynamo/test_misc.py::MiscTests::test_ne_operator_with_custom_eq, test/dynamo/test_misc.py::MiscTests::test_ne_operator_with_custom_graphbreak_eq, test/dynamo/test_misc.py::MiscTests::test_ne_operator_with_custom_ne, test/dynamo/test_misc.py::MiscTests::test_nested_closure, test/dynamo/test_misc.py::MiscTests::test_nested_closure_mutation, test/dynamo/test_misc.py::MiscTests::test_nested_dataclass_reconstruct, test/dynamo/test_misc.py::MiscTests::test_nested_frozen_dataclass_hashable, test/dynamo/test_misc.py::MiscTests::test_nested_function_resuming_with_correct_globals, test/dynamo/test_misc.py::MiscTests::test_nested_optimize, test/dynamo/test_misc.py::MiscTests::test_nested_optimize_decorator, test/dynamo/test_misc.py::MiscTests::test_nested_optimize_run, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try_with, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_try_with_graph_break, test/dynamo/test_misc.py::MiscTests::test_nested_sequential_with, test/dynamo/test_misc.py::MiscTests::test_nested_wraps, test/dynamo/test_misc.py::MiscTests::test_nesteduserfunction_setattr, test/dynamo/test_misc.py::MiscTests::test_new_with_int_list, test/dynamo/test_misc.py::MiscTests::test_newly_constructed_tensor_attr_mutation, test/dynamo/test_misc.py::MiscTests::test_nn_functional_reduction, test/dynamo/test_misc.py::MiscTests::test_nn_module_getattr, test/dynamo/test_misc.py::MiscTests::test_nn_module_getattribute, test/dynamo/test_misc.py::MiscTests::test_nn_sequential_invocation, test/dynamo/test_misc.py::MiscTests::test_nn_sequential_invocation_reposition_indices, test/dynamo/test_misc.py::MiscTests::test_no_error_on_nested_fx_trace, test/dynamo/test_misc.py::MiscTests::test_no_guard_for_unused_sym_node_fstring, test/dynamo/test_misc.py::MiscTests::test_no_raise_guard_partial_constraint, test/dynamo/test_misc.py::MiscTests::test_no_raise_guard_partial_constraint_across_break, test/dynamo/test_misc.py::MiscTests::test_non_pt2_compliant_ops_graph_break, test/dynamo/test_misc.py::MiscTests::test_not_dynamic_scope, test/dynamo/test_misc.py::MiscTests::test_numel, test/dynamo/test_misc.py::MiscTests::test_numpy_array_of_arrays, test/dynamo/test_misc.py::MiscTests::test_numpy_as_global, test/dynamo/test_misc.py::MiscTests::test_numpy_fallback_on_eager, test/dynamo/test_misc.py::MiscTests::test_numpy_force, test/dynamo/test_misc.py::MiscTests::test_numpy_gt, test/dynamo/test_misc.py::MiscTests::test_numpy_int_constant, test/dynamo/test_misc.py::MiscTests::test_numpy_iter, test/dynamo/test_misc.py::MiscTests::test_numpy_min, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_graph_break, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_graph_break_with_multiple_outputs, test/dynamo/test_misc.py::MiscTests::test_numpy_ndarray_works_with_builtin_function, test/dynamo/test_misc.py::MiscTests::test_numpy_no_raise, test/dynamo/test_misc.py::MiscTests::test_numpy_non_torch_dtype, test/dynamo/test_misc.py::MiscTests::test_numpy_random_config_to_numpy, test/dynamo/test_misc.py::MiscTests::test_numpy_readonly, test/dynamo/test_misc.py::MiscTests::test_numpy_recompilation_scalar, test/dynamo/test_misc.py::MiscTests::test_numpy_size_attr, test/dynamo/test_misc.py::MiscTests::test_numpy_subdtype, test/dynamo/test_misc.py::MiscTests::test_numpy_take_along_axis, test/dynamo/test_misc.py::MiscTests::test_numpy_tolist, test/dynamo/test_misc.py::MiscTests::test_numpy_torch_operators, test/dynamo/test_misc.py::MiscTests::test_numpy_ufunc_out, test/dynamo/test_misc.py::MiscTests::test_numpy_ufunc_out_graph_break, test/dynamo/test_misc.py::MiscTests::test_numpy_unique_f16, test/dynamo/test_misc.py::MiscTests::test_numpy_variable_isinstance, test/dynamo/test_misc.py::MiscTests::test_numpy_with_builtin_type, test/dynamo/test_misc.py::MiscTests::test_object_classmethod, test/dynamo/test_misc.py::MiscTests::test_object_setattr, test/dynamo/test_misc.py::MiscTests::test_object_staticmethod, test/dynamo/test_misc.py::MiscTests::test_onnx_shape_as_tensor, test/dynamo/test_misc.py::MiscTests::test_optimize_on_module, test/dynamo/test_misc.py::MiscTests::test_ordered_dict_alias_reconstruct, test/dynamo/test_misc.py::MiscTests::test_ordered_dict_move_to_end, test/dynamo/test_misc.py::MiscTests::test_os_environ_get, test/dynamo/test_misc.py::MiscTests::test_os_environ_set_graph_break, test/dynamo/test_misc.py::MiscTests::test_out_variant_custom_op, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic, test/dynamo/test_misc.py::MiscTests::test_out_variants_with_resizing_on_graph_inputs_with_dynamic1, test/dynamo/test_misc.py::MiscTests::test_outside_linear_module_free, test/dynamo/test_misc.py::MiscTests::test_overridden_getattribute, test/dynamo/test_misc.py::MiscTests::test_packaging_version_parse, test/dynamo/test_misc.py::MiscTests::test_pair, test/dynamo/test_misc.py::MiscTests::test_param_shape_binops, test/dynamo/test_misc.py::MiscTests::test_parameter_free, test/dynamo/test_misc.py::MiscTests::test_patched_builtin_functions, test/dynamo/test_misc.py::MiscTests::test_pep0479_convert_stopiteration, test/dynamo/test_misc.py::MiscTests::test_precompile_entries, test/dynamo/test_misc.py::MiscTests::test_precompile_entry_hit, test/dynamo/test_misc.py::MiscTests::test_precompile_entry_miss, test/dynamo/test_misc.py::MiscTests::test_precompile_fail_on_recompile, test/dynamo/test_misc.py::MiscTests::test_proxy_frozen_dataclass, test/dynamo/test_misc.py::MiscTests::test_pt2_compliant_ops_are_allowed, test/dynamo/test_misc.py::MiscTests::test_pt2_compliant_overload, test/dynamo/test_misc.py::MiscTests::test_pure_python_accumulate, test/dynamo/test_misc.py::MiscTests::test_py_guards_mark_dynamic, test/dynamo/test_misc.py::MiscTests::test_python_slice, test/dynamo/test_misc.py::MiscTests::test_pytree_tree_flatten_unflatten, test/dynamo/test_misc.py::MiscTests::test_pytree_tree_leaves, test/dynamo/test_misc.py::MiscTests::test_pytree_tree_map, test/dynamo/test_misc.py::MiscTests::test_raise_guard_full_constraint, test/dynamo/test_misc.py::MiscTests::test_raise_guard_indirect_full_constraint, test/dynamo/test_misc.py::MiscTests::test_raise_guard_partial_constraint_across_break, test/dynamo/test_misc.py::MiscTests::test_raise_guard_partial_constraint_no_graph_break, test/dynamo/test_misc.py::MiscTests::test_raise_on_backend_error, test/dynamo/test_misc.py::MiscTests::test_raises, test/dynamo/test_misc.py::MiscTests::test_raises_importerror1, test/dynamo/test_misc.py::MiscTests::test_raises_importerror2, test/dynamo/test_misc.py::MiscTests::test_range_input, test/dynamo/test_misc.py::MiscTests::test_range_iter_guards, test/dynamo/test_misc.py::MiscTests::test_range_iter_side_effects, test/dynamo/test_misc.py::MiscTests::test_range_with_shape, test/dynamo/test_misc.py::MiscTests::test_real_imag_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_recompile_message_on_parameter, test/dynamo/test_misc.py::MiscTests::test_recompile_on_global_state_change, test/dynamo/test_misc.py::MiscTests::test_reconstruct_frozen_dataclass, test/dynamo/test_misc.py::MiscTests::test_reconstruct_set_across_graph_break, test/dynamo/test_misc.py::MiscTests::test_recursion_depth_guards, test/dynamo/test_misc.py::MiscTests::test_recursive_inline_list_mutation, test/dynamo/test_misc.py::MiscTests::test_recursive_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_release_input_memory, test/dynamo/test_misc.py::MiscTests::test_release_module_memory, test/dynamo/test_misc.py::MiscTests::test_release_scope_memory, test/dynamo/test_misc.py::MiscTests::test_remove_set, test/dynamo/test_misc.py::MiscTests::test_repeat_interleave_graphbreaks, test/dynamo/test_misc.py::MiscTests::test_repro_graph_breaks_in__get_item_by_idx, test/dynamo/test_misc.py::MiscTests::test_restore_graphstate, test/dynamo/test_misc.py::MiscTests::test_return_dict_with_graph_break_and_update, test/dynamo/test_misc.py::MiscTests::test_return_nested_function, test/dynamo/test_misc.py::MiscTests::test_returning_func_with_captured_func_and_tensor, test/dynamo/test_misc.py::MiscTests::test_returning_nested_func_with_captured_tensor, test/dynamo/test_misc.py::MiscTests::test_running_func_with_captured_func_and_tensor, test/dynamo/test_misc.py::MiscTests::test_running_nested_func_with_captured_tensor, test/dynamo/test_misc.py::MiscTests::test_runtime_assert_replacement, test/dynamo/test_misc.py::MiscTests::test_sample_input, test/dynamo/test_misc.py::MiscTests::test_scalar_device_movement, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_int_list_argument, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_symint_argument, test/dynamo/test_misc.py::MiscTests::test_scalar_tensor_is_equivalent_to_symint_list_argument, test/dynamo/test_misc.py::MiscTests::test_sequential_module_free, test/dynamo/test_misc.py::MiscTests::test_set_aliasing_recompiles, test/dynamo/test_misc.py::MiscTests::test_set_custom_tensor_attribute, test/dynamo/test_misc.py::MiscTests::test_set_descriptor, test/dynamo/test_misc.py::MiscTests::test_set_discard, test/dynamo/test_misc.py::MiscTests::test_set_update, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation1, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation2, test/dynamo/test_misc.py::MiscTests::test_setattr_mutation3, test/dynamo/test_misc.py::MiscTests::test_shape_and_tuple_equality, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_constructor, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_create_symbolic_sizes_strides_storage_offset, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_empty, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_divisible, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_refinement, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_evaluate_expr_replacement, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_runtime_assert, test/dynamo/test_misc.py::MiscTests::test_shape_env_equal_unbacked, test/dynamo/test_misc.py::MiscTests::test_shape_env_no_recording, test/dynamo/test_misc.py::MiscTests::test_shape_env_recorded_function_fallback, test/dynamo/test_misc.py::MiscTests::test_shape_int_comparisons, test/dynamo/test_misc.py::MiscTests::test_shape_int_inplace_binops, test/dynamo/test_misc.py::MiscTests::test_shape_type, test/dynamo/test_misc.py::MiscTests::test_shape_unpack, test/dynamo/test_misc.py::MiscTests::test_side_effects_codegen_update_mutated, test/dynamo/test_misc.py::MiscTests::test_simple_set_usage, test/dynamo/test_misc.py::MiscTests::test_size_dim, test/dynamo/test_misc.py::MiscTests::test_size_input, test/dynamo/test_misc.py::MiscTests::test_slice_input, test/dynamo/test_misc.py::MiscTests::test_source_non_input_grad_access, test/dynamo/test_misc.py::MiscTests::test_sourceless_namedtuple, test/dynamo/test_misc.py::MiscTests::test_storage_return, test/dynamo/test_misc.py::MiscTests::test_str_format_assert1, test/dynamo/test_misc.py::MiscTests::test_str_format_assert2, test/dynamo/test_misc.py::MiscTests::test_str_format_return1, test/dynamo/test_misc.py::MiscTests::test_str_format_return2, test/dynamo/test_misc.py::MiscTests::test_stride_dim, test/dynamo/test_misc.py::MiscTests::test_structseq1, test/dynamo/test_misc.py::MiscTests::test_structseq2, test/dynamo/test_misc.py::MiscTests::test_super_after_graph_break, test/dynamo/test_misc.py::MiscTests::test_super_calling_with_metaclass, test/dynamo/test_misc.py::MiscTests::test_sym_and_terms, test/dynamo/test_misc.py::MiscTests::test_sym_constrain_range_on_replaced_unbacked_symbol, test/dynamo/test_misc.py::MiscTests::test_sym_max_unbacked_sizelike_simplification, test/dynamo/test_misc.py::MiscTests::test_symint_as_device_kwarg_multi_gpu, test/dynamo/test_misc.py::MiscTests::test_symint_as_device_kwarg_non_strict_export, test/dynamo/test_misc.py::MiscTests::test_symint_copy_into_unbacked_slice, test/dynamo/test_misc.py::MiscTests::test_symint_fold_nontrivial_product_modulo, test/dynamo/test_misc.py::MiscTests::test_sys_modules, test/dynamo/test_misc.py::MiscTests::test_tagging_tensors_mix_used_unused_structure, test/dynamo/test_misc.py::MiscTests::test_tagging_tensors_simple, test/dynamo/test_misc.py::MiscTests::test_tensor_build_list_unpack, test/dynamo/test_misc.py::MiscTests::test_tensor_ctor_list_of_tensor, test/dynamo/test_misc.py::MiscTests::test_tensor_data, test/dynamo/test_misc.py::MiscTests::test_tensor_dict1, test/dynamo/test_misc.py::MiscTests::test_tensor_dict2, test/dynamo/test_misc.py::MiscTests::test_tensor_dict3, test/dynamo/test_misc.py::MiscTests::test_tensor_dot_grad_no_graph_break, test/dynamo/test_misc.py::MiscTests::test_tensor_dynamic_method, test/dynamo/test_misc.py::MiscTests::test_tensor_hasattr, test/dynamo/test_misc.py::MiscTests::test_tensor_interacts_with_numpy_ndarray, test/dynamo/test_misc.py::MiscTests::test_tensor_is_contiguous, test/dynamo/test_misc.py::MiscTests::test_tensor_item_capture, test/dynamo/test_misc.py::MiscTests::test_tensor_item_no_capture, test/dynamo/test_misc.py::MiscTests::test_tensor_iter, test/dynamo/test_misc.py::MiscTests::test_tensor_layout, test/dynamo/test_misc.py::MiscTests::test_tensor_setattr_getset_descriptor, test/dynamo/test_misc.py::MiscTests::test_tensor_types, test/dynamo/test_misc.py::MiscTests::test_thread_local_setattr, test/dynamo/test_misc.py::MiscTests::test_tolist_0d, test/dynamo/test_misc.py::MiscTests::test_tolist_1d, test/dynamo/test_misc.py::MiscTests::test_tolist_float, test/dynamo/test_misc.py::MiscTests::test_tolist_kd, test/dynamo/test_misc.py::MiscTests::test_tolist_kd_dynamic, test/dynamo/test_misc.py::MiscTests::test_tolist_scalar, test/dynamo/test_misc.py::MiscTests::test_top_package_import, test/dynamo/test_misc.py::MiscTests::test_torch_check, test/dynamo/test_misc.py::MiscTests::test_torch_check_is_size, test/dynamo/test_misc.py::MiscTests::test_torch_check_symbolic_shape_rel, test/dynamo/test_misc.py::MiscTests::test_torch_compile_ctx_on_forward_and_training_step, test/dynamo/test_misc.py::MiscTests::test_torch_distributions_lazy_property, test/dynamo/test_misc.py::MiscTests::test_torch_dtype_python_type, test/dynamo/test_misc.py::MiscTests::test_torch_dynamo_codegen_pow, test/dynamo/test_misc.py::MiscTests::test_torch_generator_set_state, test/dynamo/test_misc.py::MiscTests::test_torch_guards_stack_frame_register_inlining, test/dynamo/test_misc.py::MiscTests::test_torch_guards_stack_frame_register_inlining_deep, test/dynamo/test_misc.py::MiscTests::test_torch_nn_parameter_isinstance, test/dynamo/test_misc.py::MiscTests::test_torch_objects_as_keys, test/dynamo/test_misc.py::MiscTests::test_torch_package_working_with_trace, test/dynamo/test_misc.py::MiscTests::test_torch_seed, test/dynamo/test_misc.py::MiscTests::test_torch_size, test/dynamo/test_misc.py::MiscTests::test_torch_size_numel, test/dynamo/test_misc.py::MiscTests::test_torch_size_numel_dynamic, test/dynamo/test_misc.py::MiscTests::test_torch_variable_hasattr, test/dynamo/test_misc.py::MiscTests::test_trace_ndarray_frame, test/dynamo/test_misc.py::MiscTests::test_trace_ndarray_frame_2, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_dicts, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_mixed_all, test/dynamo/test_misc.py::MiscTests::test_tracing_nested_py_tree_tuples, test/dynamo/test_misc.py::MiscTests::test_tracing_py_tree, test/dynamo/test_misc.py::MiscTests::test_tracing_py_tree_tensor_subclass, test/dynamo/test_misc.py::MiscTests::test_tracing_tree_map_only, test/dynamo/test_misc.py::MiscTests::test_tuple_class, test/dynamo/test_misc.py::MiscTests::test_tuple_from_tuple_iter, test/dynamo/test_misc.py::MiscTests::test_tuple_hasattr, test/dynamo/test_misc.py::MiscTests::test_tuple_iadd_with_shape, test/dynamo/test_misc.py::MiscTests::test_tuple_mul, test/dynamo/test_misc.py::MiscTests::test_tuple_mul_with_shape, test/dynamo/test_misc.py::MiscTests::test_type_copy, test/dynamo/test_misc.py::MiscTests::test_typing_dict, test/dynamo/test_misc.py::MiscTests::test_typing_typevar, test/dynamo/test_misc.py::MiscTests::test_typing_union_and_optional, test/dynamo/test_misc.py::MiscTests::test_typing_variable_isinstance, test/dynamo/test_misc.py::MiscTests::test_unbacked_2d_expand, test/dynamo/test_misc.py::MiscTests::test_unbacked_empty_tensor, test/dynamo/test_misc.py::MiscTests::test_unbacked_repeat_cat, test/dynamo/test_misc.py::MiscTests::test_unbacked_sources_scalar, test/dynamo/test_misc.py::MiscTests::test_unbacked_sources_tensor, test/dynamo/test_misc.py::MiscTests::test_unbacked_strict_mode, test/dynamo/test_misc.py::MiscTests::test_unbacked_symint, test/dynamo/test_misc.py::MiscTests::test_unhandled_exception_in_dynamo, test/dynamo/test_misc.py::MiscTests::test_unhandled_exception_in_dynamo2, test/dynamo/test_misc.py::MiscTests::test_unique_consecutive, test/dynamo/test_misc.py::MiscTests::test_unpack4, test/dynamo/test_misc.py::MiscTests::test_unpack5, test/dynamo/test_misc.py::MiscTests::test_unpack_tensor_shape_mismatch, test/dynamo/test_misc.py::MiscTests::test_update_locals_and_stack_uses_shared_cache, test/dynamo/test_misc.py::MiscTests::test_user_code_statically_known, test/dynamo/test_misc.py::MiscTests::test_user_defined_binop, test/dynamo/test_misc.py::MiscTests::test_user_defined_class_name, test/dynamo/test_misc.py::MiscTests::test_user_defined_class_python_type, test/dynamo/test_misc.py::MiscTests::test_user_defined_iter, test/dynamo/test_misc.py::MiscTests::test_user_defined_object_class_interaction, test/dynamo/test_misc.py::MiscTests::test_user_defined_setattr1, test/dynamo/test_misc.py::MiscTests::test_user_defined_setattr2, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_enum_argument, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_function_argument, test/dynamo/test_misc.py::MiscTests::test_user_function_variable_supports_type_abcmeta_argument, test/dynamo/test_misc.py::MiscTests::test_user_getattr1, test/dynamo/test_misc.py::MiscTests::test_user_getattr2, test/dynamo/test_misc.py::MiscTests::test_user_getattribute, test/dynamo/test_misc.py::MiscTests::test_user_property, test/dynamo/test_misc.py::MiscTests::test_usr_cls_classmethod, test/dynamo/test_misc.py::MiscTests::test_usr_cls_staticmethod, test/dynamo/test_misc.py::MiscTests::test_validate_outputs_unbacked, test/dynamo/test_misc.py::MiscTests::test_validate_outputs_unbacked_by_custom_op, test/dynamo/test_misc.py::MiscTests::test_variable_access_in_exception, test/dynamo/test_misc.py::MiscTests::test_variable_tracker_recursively_contains, test/dynamo/test_misc.py::MiscTests::test_version_ci, test/dynamo/test_misc.py::MiscTests::test_with_builtin_type, test/dynamo/test_misc.py::MiscTests::test_write_to_cells_with_name_shadowing, test/dynamo/test_misc.py::MiscTests::test_write_to_closures_in_inlining, test/dynamo/test_misc.py::MiscTests::test_writes_to_cells_across_frames1, test/dynamo/test_misc.py::MiscTests::test_writes_to_cells_across_frames2, test/dynamo/test_misc.py::MiscTests::test_yield_from, test/dynamo/test_misc.py::MiscTests::test_yield_from_in_a_loop, test/dynamo/test_misc.py::MiscTests::test_yield_from_user_stop_iteration, test/dynamo/test_misc.py::MiscTests::test_yield_gen_and_from, test/dynamo/test_misc.py::MiscTests::test_yield_send_to_subgenerator_graph_break, test/dynamo/test_misc.py::TestTracer::test_jit_save, test/dynamo/test_misc.py::TestCustomFunction::test_autograd_function_with_matmul_folding_at_output, test/dynamo/test_misc.py::TestCustomFunction::test_retain_grad, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_cuda_set_device_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_dynamic_float_scalar_tensor_coersion_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_get_device_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_interpolate_propagate_real_tensors_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_legacy_cuda_tensor_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_parsing_sdpa_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_rand_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_randint_no_graphbreak_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_scalar_isin_decomposition_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_symint_as_device_kwarg_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_torch_cudnn_is_acceptable_bad_inputs_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_torch_cudnn_is_acceptable_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_torch_device_is_available_cuda, test/dynamo/test_misc.py::MiscTestsDeviceCUDA::test_torch_device_python_type_cuda 2025-08-14T22:32:44.3613894Z 2025-08-14T22:32:49.2620276Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:32:49.2623565Z import pkg_resources 2025-08-14T22:32:49.7597553Z Running inductor/test_ck_backend 1/1 ... [2025-08-14 22:32:49.759279] 2025-08-14T22:32:49.7598156Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:32:49.7601625Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_ck_backend.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:32:49.759774] 2025-08-14T22:32:49.7773503Z 2025-08-14T22:32:49.7774201Z export/test_export 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_1.1_525c85c42dea5fff_.log 2025-08-14T22:32:49.7923640Z Running 435 items in this shard: test/export/test_export.py::TestDynamismExpression::test_export_assume_static_by_default, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error, test/export/test_export.py::TestDynamismExpression::test_export_constraints_error_not_in_range, test/export/test_export.py::TestDynamismExpression::test_export_inline_constraints, test/export/test_export.py::TestDynamismExpression::test_export_slice_maxsize, test/export/test_export.py::TestDynamismExpression::test_export_slice_unbacked_dim1, test/export/test_export.py::TestDynamismExpression::test_export_strict_narrow_unbacked_expr, test/export/test_export.py::TestDynamismExpression::test_no_grad_param_inplace, test/export/test_export.py::TestDynamismExpression::test_reshape_view_backed_size_oblivious, test/export/test_export.py::TestExport::test__scaled_dot_product_flash_attention, test/export/test_export.py::TestExport::test_additional_inputs_constants, test/export/test_export.py::TestExport::test_allow_explicit_guards_as_runtime_asserts, test/export/test_export.py::TestExport::test_args_type_checked, test/export/test_export.py::TestExport::test_aten_lift_fresh_copy, test/export/test_export.py::TestExport::test_attention, test/export/test_export.py::TestExport::test_attr_assignment_extra, test/export/test_export.py::TestExport::test_automatic_constrain_size, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_constant_relation, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_linear_relation, test/export/test_export.py::TestExport::test_automatic_dynamic_shapes_simple_equality, test/export/test_export.py::TestExport::test_baddbmm, test/export/test_export.py::TestExport::test_basic, test/export/test_export.py::TestExport::test_basic_non_strict_fake_tensor, test/export/test_export.py::TestExport::test_basic_non_strict_real_tensor, test/export/test_export.py::TestExport::test_bincount, test/export/test_export.py::TestExport::test_buffer_util, test/export/test_export.py::TestExport::test_capture_subclass_constructor, test/export/test_export.py::TestExport::test_capture_subclass_constructor_torch_ir, test/export/test_export.py::TestExport::test_capture_subclass_wrong, test/export/test_export.py::TestExport::test_ccode_python_mod, test/export/test_export.py::TestExport::test_check_specialized_int, test/export/test_export.py::TestExport::test_checks_to_constrain_range, test/export/test_export.py::TestExport::test_cleanup_dynamic_markers, test/export/test_export.py::TestExport::test_colin_unbacked_backed_vr_sub, test/export/test_export.py::TestExport::test_colon_parameter, test/export/test_export.py::TestExport::test_compiling_state, test/export/test_export.py::TestExport::test_cond_access_identical_symint_closure, test/export/test_export.py::TestExport::test_cond_branches_return_constant_int, test/export/test_export.py::TestExport::test_cond_branches_return_same_int, test/export/test_export.py::TestExport::test_cond_buffers, test/export/test_export.py::TestExport::test_cond_contains_unbacked_no_escape, test/export/test_export.py::TestExport::test_cond_int_closure, test/export/test_export.py::TestExport::test_cond_unflatten, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with, test/export/test_export.py::TestExport::test_cond_with_module_stack_export_with_unflatten, test/export/test_export.py::TestExport::test_constant_aliasing, test/export/test_export.py::TestExport::test_constant_input_naming, test/export/test_export.py::TestExport::test_constant_no_user_inp, test/export/test_export.py::TestExport::test_constant_output, test/export/test_export.py::TestExport::test_constant_output_dup, test/export/test_export.py::TestExport::test_constant_requires_grad_const, test/export/test_export.py::TestExport::test_constant_return, test/export/test_export.py::TestExport::test_constant_tensor_mutation, test/export/test_export.py::TestExport::test_constant_tensor_with_non_functional, test/export/test_export.py::TestExport::test_constant_tensor_with_non_functional_nested, test/export/test_export.py::TestExport::test_constrain_decomp, test/export/test_export.py::TestExport::test_constrain_size_in_eager, test/export/test_export.py::TestExport::test_constrain_size_with_constrain_value, test/export/test_export.py::TestExport::test_constrain_size_with_various_cases, test/export/test_export.py::TestExport::test_conv_dynamic, test/export/test_export.py::TestExport::test_crop_like, test/export/test_export.py::TestExport::test_cse_for_symint, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize, test/export/test_export.py::TestExport::test_custom_op_auto_functionalize_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_auto_warn_pre_dispatch, test/export/test_export.py::TestExport::test_custom_op_preserve, test/export/test_export.py::TestExport::test_custom_pytree, test/export/test_export.py::TestExport::test_custom_tag_metadata_re_export, test/export/test_export.py::TestExport::test_decomp_batch_norm_functional_predispatch, test/export/test_export.py::TestExport::test_decomp_item_in_prim_after_decomposition, test/export/test_export.py::TestExport::test_decomp_item_in_prim_before_decomposition, test/export/test_export.py::TestExport::test_default_decomposition_core_cia_ops, test/export/test_export.py::TestExport::test_derived_dim_1_2, test/export/test_export.py::TestExport::test_derived_dim_basic, test/export/test_export.py::TestExport::test_derived_dim_integer, test/export/test_export.py::TestExport::test_derived_dim_nested, test/export/test_export.py::TestExport::test_derived_dim_out_of_order, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_repeat_derived, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified, test/export/test_export.py::TestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived, test/export/test_export.py::TestExport::test_derived_dim_repeat_derived, test/export/test_export.py::TestExport::test_detect_leak_strict, test/export/test_export.py::TestExport::test_device_to_dynamic, test/export/test_export.py::TestExport::test_device_to_gpu, test/export/test_export.py::TestExport::test_device_to_mutation, test/export/test_export.py::TestExport::test_device_to_mutation_float, test/export/test_export.py::TestExport::test_device_to_static, test/export/test_export.py::TestExport::test_dim_1_2, test/export/test_export.py::TestExport::test_dim_auto_and_dim, test/export/test_export.py::TestExport::test_dim_dynamic, test/export/test_export.py::TestExport::test_dim_dynamic_divisibility, test/export/test_export.py::TestExport::test_dim_dynamic_specialization, test/export/test_export.py::TestExport::test_dim_hint_range_violations, test/export/test_export.py::TestExport::test_dim_hint_ranges, test/export/test_export.py::TestExport::test_disable_forced_specializations_errors, test/export/test_export.py::TestExport::test_disable_forced_specializations_ok, test/export/test_export.py::TestExport::test_distributed_all_gather, test/export/test_export.py::TestExport::test_distributed_all_gather_into_tensor, test/export/test_export.py::TestExport::test_distributed_all_reduce, test/export/test_export.py::TestExport::test_distributed_all_to_all_single, test/export/test_export.py::TestExport::test_distributed_reduce_scatter_tensor, test/export/test_export.py::TestExport::test_dont_duck_size_for_auto_dynamic, test/export/test_export.py::TestExport::test_double_lifted_constants, test/export/test_export.py::TestExport::test_draft_export_checks_aliasing, test/export/test_export.py::TestExport::test_draft_export_checks_mutation, test/export/test_export.py::TestExport::test_draft_export_checks_mutation_list, test/export/test_export.py::TestExport::test_draft_export_checks_mutation_with_nan, test/export/test_export.py::TestExport::test_draft_export_fake_kernel_inference_errors, test/export/test_export.py::TestExport::test_draft_export_infers_fake_kernel, test/export/test_export.py::TestExport::test_duplicate_modules_with_non_persistent_buffers, test/export/test_export.py::TestExport::test_dynamic_lr_shift, test/export/test_export.py::TestExport::test_dynamic_shapes_bounds, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_basic, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_kwargs, test/export/test_export.py::TestExport::test_dynamic_shapes_builder_pytree, test/export/test_export.py::TestExport::test_dynamic_shapes_dataclass, test/export/test_export.py::TestExport::test_dynamic_shapes_inferred_basic, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_generic, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_user_errors, test/export/test_export.py::TestExport::test_dynamic_shapes_serdes_various, test/export/test_export.py::TestExport::test_dynamic_shapes_spec_with_pytree, test/export/test_export.py::TestExport::test_dynamic_sym_round, test/export/test_export.py::TestExport::test_ends_of_bounds_oblivious, test/export/test_export.py::TestExport::test_error_does_not_reference_eager_fallback, test/export/test_export.py::TestExport::test_error_when_passing_mutating_primitive_op, test/export/test_export.py::TestExport::test_exception, test/export/test_export.py::TestExport::test_export_api_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_as_backend, test/export/test_export.py::TestExport::test_export_associative_scan_lifted_buffers, test/export/test_export.py::TestExport::test_export_associative_scan_symbol_dim, test/export/test_export.py::TestExport::test_export_associative_scan_symbol_scandim, test/export/test_export.py::TestExport::test_export_aten_to_unflatten, test/export/test_export.py::TestExport::test_export_aten_to_unflatten_subclass, test/export/test_export.py::TestExport::test_export_aten_to_unflatten_subclass_pre_dispatch, test/export/test_export.py::TestExport::test_export_cond_preserve_torch_fn_for_subgraphs, test/export/test_export.py::TestExport::test_export_cond_symbool_pred, test/export/test_export.py::TestExport::test_export_cond_warns_constant_pred, test/export/test_export.py::TestExport::test_export_custom_decomp_table_basic_pop, test/export/test_export.py::TestExport::test_export_custom_decomp_table_container_methods, test/export/test_export.py::TestExport::test_export_custom_op_lib, test/export/test_export.py::TestExport::test_export_custom_triton_kernel, test/export/test_export.py::TestExport::test_export_custom_triton_kernel_mutable, test/export/test_export.py::TestExport::test_export_decomp_torture_case_1, test/export/test_export.py::TestExport::test_export_decomp_torture_case_2, test/export/test_export.py::TestExport::test_export_decomps_dynamic, test/export/test_export.py::TestExport::test_export_decomps_simple, test/export/test_export.py::TestExport::test_export_dynamo_config, test/export/test_export.py::TestExport::test_export_for_training_run_decomp, test/export/test_export.py::TestExport::test_export_for_training_with_container_type, test/export/test_export.py::TestExport::test_export_for_training_with_dynamic_shapes, test/export/test_export.py::TestExport::test_export_for_training_with_mutation, test/export/test_export.py::TestExport::test_export_for_training_with_state_dict_hooks, test/export/test_export.py::TestExport::test_export_func_with_default_kwargs, test/export/test_export.py::TestExport::test_export_func_with_keyword_only_args, test/export/test_export.py::TestExport::test_export_func_with_kwargs, test/export/test_export.py::TestExport::test_export_func_with_pytree_kwargs, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_args, test/export/test_export.py::TestExport::test_export_func_with_var_keyword_pytree_args, test/export/test_export.py::TestExport::test_export_func_with_var_postional_args, test/export/test_export.py::TestExport::test_export_function_schema, test/export/test_export.py::TestExport::test_export_graph_with_no_inputs, test/export/test_export.py::TestExport::test_export_input_mutation_bug, test/export/test_export.py::TestExport::test_export_input_mutation_dynamic_shape, test/export/test_export.py::TestExport::test_export_input_mutation_static_shape, test/export/test_export.py::TestExport::test_export_linear_preserve_dynamic_shape, test/export/test_export.py::TestExport::test_export_max_nonstrict, test/export/test_export.py::TestExport::test_export_max_onnx_reported, test/export/test_export.py::TestExport::test_export_method, test/export/test_export.py::TestExport::test_export_mod_constraints, test/export/test_export.py::TestExport::test_export_module, test/export/test_export.py::TestExport::test_export_preserve_linear_at_aot_level, test/export/test_export.py::TestExport::test_export_preserve_linear_but_not_custom_op, test/export/test_export.py::TestExport::test_export_scan_pytree_output, test/export/test_export.py::TestExport::test_export_script_module, test/export/test_export.py::TestExport::test_export_statically_known_true, test/export/test_export.py::TestExport::test_export_then_compile_tensor_ctor, test/export/test_export.py::TestExport::test_export_with_autocast, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs, test/export/test_export.py::TestExport::test_export_with_fake_tensor_inputs_on_cuda_devices, test/export/test_export.py::TestExport::test_export_with_inline_constraints, test/export/test_export.py::TestExport::test_export_with_inline_constraints_complex, test/export/test_export.py::TestExport::test_export_with_set_grad_enabled, test/export/test_export.py::TestExport::test_export_with_wrong_inputs, test/export/test_export.py::TestExport::test_external_call_non_strict_real_tensor, test/export/test_export.py::TestExport::test_fake_inputs, test/export/test_export.py::TestExport::test_fake_weights, test/export/test_export.py::TestExport::test_filter_traceback_frames, test/export/test_export.py::TestExport::test_float_conversion, test/export/test_export.py::TestExport::test_float_conversion_from_int, test/export/test_export.py::TestExport::test_fqn, test/export/test_export.py::TestExport::test_from_node_metadata_export, test/export/test_export.py::TestExport::test_full_on_scalar_tensor, test/export/test_export.py::TestExport::test_hints_wrapper, test/export/test_export.py::TestExport::test_hoo_inline_users_issue, test/export/test_export.py::TestExport::test_if_functional, test/export/test_export.py::TestExport::test_if_post_autograd_op_preserved, test/export/test_export.py::TestExport::test_inline_script_class_method, test/export/test_export.py::TestExport::test_inline_script_class_method_recursive, test/export/test_export.py::TestExport::test_inline_script_function, test/export/test_export.py::TestExport::test_inline_script_method, test/export/test_export.py::TestExport::test_int_shape_specialization, test/export/test_export.py::TestExport::test_intermediate_shape_comp, test/export/test_export.py::TestExport::test_is_exporting, test/export/test_export.py::TestExport::test_is_non_negative_check_function, test/export/test_export.py::TestExport::test_is_nonzero, test/export/test_export.py::TestExport::test_isnonzero, test/export/test_export.py::TestExport::test_issue_113041, test/export/test_export.py::TestExport::test_issue_157289, test/export/test_export.py::TestExport::test_istft_op, test/export/test_export.py::TestExport::test_keep_composite_ops_invalid, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd, test/export/test_export.py::TestExport::test_keep_composite_ops_linear_convd_for_training_ir, test/export/test_export.py::TestExport::test_kwarg_dynamic_shapes_diff_order, test/export/test_export.py::TestExport::test_kwargs_reorder, test/export/test_export.py::TestExport::test_layer_sharing, test/export/test_export.py::TestExport::test_lazy_module_kwargs, test/export/test_export.py::TestExport::test_lifted_constants, test/export/test_export.py::TestExport::test_linear_conv, test/export/test_export.py::TestExport::test_malformed_fqn_from_source_name, test/export/test_export.py::TestExport::test_map, test/export/test_export.py::TestExport::test_map_buffers, test/export/test_export.py::TestExport::test_mask_nonzero_static, test/export/test_export.py::TestExport::test_masked_select_dynamic, test/export/test_export.py::TestExport::test_math_pow, test/export/test_export.py::TestExport::test_mismatched_dynamic_shapes, test/export/test_export.py::TestExport::test_mixed_input, test/export/test_export.py::TestExport::test_module, test/export/test_export.py::TestExport::test_module_dict_key, test/export/test_export.py::TestExport::test_module_input, test/export/test_export.py::TestExport::test_module_input_subclasses_parameterization_nested, test/export/test_export.py::TestExport::test_module_list_slice, test/export/test_export.py::TestExport::test_module_with_dict_container_inp_out, test/export/test_export.py::TestExport::test_modules_access_for_deleted_submodule, test/export/test_export.py::TestExport::test_more_multidimensional_slicing, test/export/test_export.py::TestExport::test_multidimensional_slicing, test/export/test_export.py::TestExport::test_multinomial_dynamic, test/export/test_export.py::TestExport::test_multiple_definitions_same_name_dim, test/export/test_export.py::TestExport::test_nested_dynamic_shapes_spec, test/export/test_export.py::TestExport::test_nested_module, test/export/test_export.py::TestExport::test_nested_module_with_constant_buffer, test/export/test_export.py::TestExport::test_nested_module_with_init_buffer, test/export/test_export.py::TestExport::test_nested_module_with_parameter, test/export/test_export.py::TestExport::test_nn_module_stack, test/export/test_export.py::TestExport::test_nn_module_stack_shared_submodule, test/export/test_export.py::TestExport::test_no_check_is_size_error, test/export/test_export.py::TestExport::test_no_suggested_fixes_for_data_dependent_errors, test/export/test_export.py::TestExport::test_no_tensor_computation, test/export/test_export.py::TestExport::test_no_tensor_computation_2, test/export/test_export.py::TestExport::test_no_tensor_computation_3, test/export/test_export.py::TestExport::test_no_tensor_computation_4, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_container_type, test/export/test_export.py::TestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg, test/export/test_export.py::TestExport::test_non_persistent_buffer, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes, test/export/test_export.py::TestExport::test_non_strict_dynamic_shapes_suggested_fixes, test/export/test_export.py::TestExport::test_none_buffers, test/export/test_export.py::TestExport::test_nonstrict_retrace_preserves_metadata, test/export/test_export.py::TestExport::test_nonzero_2, test/export/test_export.py::TestExport::test_nonzero_dynamic, test/export/test_export.py::TestExport::test_not_registered_parameter, test/export/test_export.py::TestExport::test_operator_aten_tensor_mode_variant, test/export/test_export.py::TestExport::test_output_node_name, test/export/test_export.py::TestExport::test_pad_sequence, test/export/test_export.py::TestExport::test_param_util, test/export/test_export.py::TestExport::test_partial_patched_forward, test/export/test_export.py::TestExport::test_placeholder_naming_collisions, test/export/test_export.py::TestExport::test_placeholder_naming_collisions_hoo_subgraphs, test/export/test_export.py::TestExport::test_placeholder_naming_order, test/export/test_export.py::TestExport::test_placeholder_naming_order_variadic, test/export/test_export.py::TestExport::test_placeholder_update_preserving, test/export/test_export.py::TestExport::test_predispatch_cond, test/export/test_export.py::TestExport::test_predispatch_grad_wrappers, test/export/test_export.py::TestExport::test_preserve_module_call_signature_unflatten_specialization, test/export/test_export.py::TestExport::test_preserve_requires_grad_placeholders, test/export/test_export.py::TestExport::test_preserve_shape_dynamism_for_unused_inputs, test/export/test_export.py::TestExport::test_profiling_code, test/export/test_export.py::TestExport::test_python_asserts_with_sym_int, test/export/test_export.py::TestExport::test_pytree_register_data_class, test/export/test_export.py::TestExport::test_pytree_register_nested_data_class, test/export/test_export.py::TestExport::test_raise_user_error_when_guard_on_data_dependent_operation, test/export/test_export.py::TestExport::test_range_constraints_with_replacement, test/export/test_export.py::TestExport::test_real_tensor_alias_dtype_mismatch, test/export/test_export.py::TestExport::test_real_tensor_bool_cast, test/export/test_export.py::TestExport::test_real_tensor_errors_on_aliasing_custom_op, test/export/test_export.py::TestExport::test_real_tensor_for_max_op, test/export/test_export.py::TestExport::test_real_tensor_size_mismatch, test/export/test_export.py::TestExport::test_redundant_assert_max_upper_bound, test/export/test_export.py::TestExport::test_redundant_asserts, test/export/test_export.py::TestExport::test_refine_dynamic_shapes_from_suggested_fixes, test/export/test_export.py::TestExport::test_register_constant, test/export/test_export.py::TestExport::test_repeat_interleave, test/export/test_export.py::TestExport::test_replace_unbacked_with_very_large_upperbound, test/export/test_export.py::TestExport::test_replaced_unbacked_bindings, test/export/test_export.py::TestExport::test_reshape_view_helper, test/export/test_export.py::TestExport::test_retracable_ep, test/export/test_export.py::TestExport::test_retrace_pre_autograd, test/export/test_export.py::TestExport::test_run_decomposition_supports_user_input_mutation, test/export/test_export.py::TestExport::test_run_decompositions_keep_metadata, test/export/test_export.py::TestExport::test_run_decompositions_keep_tensor_constant_metadata, test/export/test_export.py::TestExport::test_runtime_assert_for_prim, test/export/test_export.py::TestExport::test_runtime_assert_for_prm_str, test/export/test_export.py::TestExport::test_runtime_assert_with_size, test/export/test_export.py::TestExport::test_sdpa_gqa, test/export/test_export.py::TestExport::test_sequential_slicing, test/export/test_export.py::TestExport::test_set_example_inputs, test/export/test_export.py::TestExport::test_set_grad_as_side_effect, test/export/test_export.py::TestExport::test_set_grad_empty, test/export/test_export.py::TestExport::test_set_grad_unflatten, test/export/test_export.py::TestExport::test_setgrad_lifted_tensor, test/export/test_export.py::TestExport::test_shared_submodule_nn_module_stack, test/export/test_export.py::TestExport::test_simple_export_for_training, test/export/test_export.py::TestExport::test_simple_unbacked_view, test/export/test_export.py::TestExport::test_size_input, test/export/test_export.py::TestExport::test_slice_nn_module_stack, test/export/test_export.py::TestExport::test_solver_unsupported_sympy_function, test/export/test_export.py::TestExport::test_specialize_derived_dim_roots, test/export/test_export.py::TestExport::test_split_const_gm_with_lifted_constants, test/export/test_export.py::TestExport::test_stack_trace, test/export/test_export.py::TestExport::test_stack_trace_make_fx, test/export/test_export.py::TestExport::test_state_primitives, test/export/test_export.py::TestExport::test_state_shape_attribute_assignment, test/export/test_export.py::TestExport::test_state_tensors, test/export/test_export.py::TestExport::test_static_dim_constraints, test/export/test_export.py::TestExport::test_subclass_nested_attr_access, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_complicated_metadata, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_const_metadata, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_const_metadata_not_top_level, test/export/test_export.py::TestExport::test_subclass_nested_attr_access_submodule, test/export/test_export.py::TestExport::test_subclasses_parameterization, test/export/test_export.py::TestExport::test_subclasses_parameterization_nested, test/export/test_export.py::TestExport::test_suggest_torch_checks_with_non_negative_check, test/export/test_export.py::TestExport::test_suggest_torch_checks_with_regular_check, test/export/test_export.py::TestExport::test_suggested_fixes_for_data_dependent_errors_basic, test/export/test_export.py::TestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers, test/export/test_export.py::TestExport::test_suggested_fixes_new_roots, test/export/test_export.py::TestExport::test_sym_float_operators, test/export/test_export.py::TestExport::test_sym_or_sym_and, test/export/test_export.py::TestExport::test_sym_sqrt, test/export/test_export.py::TestExport::test_symbool_item, test/export/test_export.py::TestExport::test_symfloat_item, test/export/test_export.py::TestExport::test_symint_input_additional_inputs, test/export/test_export.py::TestExport::test_symint_input_basic, test/export/test_export.py::TestExport::test_symint_input_ranges, test/export/test_export.py::TestExport::test_symint_input_shapes_collection, test/export/test_export.py::TestExport::test_symint_input_specialization, test/export/test_export.py::TestExport::test_symint_item, test/export/test_export.py::TestExport::test_symint_output, test/export/test_export.py::TestExport::test_symint_tensor_return, test/export/test_export.py::TestExport::test_tensor_attribute_zero_args, test/export/test_export.py::TestExport::test_tensor_constant_aten_to, test/export/test_export.py::TestExport::test_tensor_constant_with_wrapped_method, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple, test/export/test_export.py::TestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later, test/export/test_export.py::TestExport::test_tolist, test/export/test_export.py::TestExport::test_torch_check_eq_commutativity, test/export/test_export.py::TestExport::test_torch_fn, test/export/test_export.py::TestExport::test_trace_under_fake, test/export/test_export.py::TestExport::test_train_eval_on_exported_preautograd_module, test/export/test_export.py::TestExport::test_unbacked_3d_matmul, test/export/test_export.py::TestExport::test_unbacked_bincount, test/export/test_export.py::TestExport::test_unbacked_bindings_for_divisible_u_symint, test/export/test_export.py::TestExport::test_unbacked_deferred_runtime_retrace, test/export/test_export.py::TestExport::test_unbacked_expand, test/export/test_export.py::TestExport::test_unbacked_infer_size, test/export/test_export.py::TestExport::test_unbacked_kth_value, test/export/test_export.py::TestExport::test_unbacked_linear_layer_norm_input, test/export/test_export.py::TestExport::test_unbacked_noncontig_lin, test/export/test_export.py::TestExport::test_unbacked_pad, test/export/test_export.py::TestExport::test_unbacked_scalar_constructor, test/export/test_export.py::TestExport::test_unbacked_slice, test/export/test_export.py::TestExport::test_unbacked_to_cond, test/export/test_export.py::TestExport::test_unbacked_to_cond_passthrough, test/export/test_export.py::TestExport::test_unbacked_unsqueeze, test/export/test_export.py::TestExport::test_unflatten_asserts, test/export/test_export.py::TestExport::test_unflatten_buffer_update_child2parent_swap, test/export/test_export.py::TestExport::test_unflatten_closure, test/export/test_export.py::TestExport::test_unflatten_isinstance, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_dispatch, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_preserve_signature_no_error, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_shared_submodule, test/export/test_export.py::TestExport::test_unflatten_multiple_graphs_state, test/export/test_export.py::TestExport::test_unflatten_no_unroll, test/export/test_export.py::TestExport::test_unflatten_placeholder_update_child2parent_swap, test/export/test_export.py::TestExport::test_unflatten_placeholder_update_grandchild2cousin_swap, test/export/test_export.py::TestExport::test_unflatten_random_dag_5, test/export/test_export.py::TestExport::test_unflatten_random_dag_6, test/export/test_export.py::TestExport::test_unflatten_random_dag_buf_8, test/export/test_export.py::TestExport::test_unflatten_random_dag_const_preserving_3, test/export/test_export.py::TestExport::test_unflatten_random_dag_const_preserving_3_1, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_4, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_6, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_9, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_10, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_4, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_5, test/export/test_export.py::TestExport::test_unflatten_random_dag_mutating_buf_preserving_7, test/export/test_export.py::TestExport::test_unflatten_random_dag_preserving_4, test/export/test_export.py::TestExport::test_unused_aliases, test/export/test_export.py::TestExport::test_unused_constant, test/export/test_export.py::TestExport::test_use_embedding_twice, test/export/test_export.py::TestExport::test_user_input_and_buffer_mutation, test/export/test_export.py::TestExport::test_while_loop_assert_separation, test/export/test_export.py::TestExport::test_while_loop_index_assertions, test/export/test_export.py::TestExport::test_while_loop_simple, test/export/test_export.py::TestExport::test_while_loop_tensor_constant_idx, test/export/test_export.py::TestExport::test_wrapper_module, test/export/test_export.py::TestOneOffModelExportResult::test_assert_tensor_metadata_device_index, test/export/test_export.py::TestOneOffModelExportResult::test_constant_fqn, test/export/test_export.py::TestOneOffModelExportResult::test_constant_name, test/export/test_export.py::TestOneOffModelExportResult::test_duplicated_getitem, test/export/test_export.py::TestOneOffModelExportResult::test_hf_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_input_output_no_stacktrace, test/export/test_export.py::TestOneOffModelExportResult::test_int_list_output, test/export/test_export.py::TestOneOffModelExportResult::test_logging_logger, test/export/test_export.py::TestOneOffModelExportResult::test_nested_retrace, test/export/test_export.py::TestOneOffModelExportResult::test_none_input_output, test/export/test_export.py::TestOneOffModelExportResult::test_primitive_constant_output, test/export/test_export.py::TestOneOffModelExportResult::test_print, test/export/test_export.py::TestOneOffModelExportResult::test_print_graph_signature, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cpu, test/export/test_export.py::TestOneOffModelExportResult::test_scaled_dot_product_attention_cuda, test/export/test_export.py::TestOneOffModelExportResult::test_torchrec_jagged_tensor, test/export/test_export.py::TestOneOffModelExportResult::test_unbacked_sdpa, test/export/test_export.py::TestOneOffModelExportResult::test_warning, test/export/test_export.py::TestExportCustomClass::test_export_script_module, test/export/test_export.py::TestExportCustomClass::test_export_unbacked_lt, test/export/test_export.py::TestExportCustomClass::test_int_lift_constant, test/export/test_export.py::TestExportCustomClass::test_lift_custom_obj, test/export/test_export.py::TestExportCustomClass::test_preserve_cia_op, test/export/test_export.py::TestExportCustomClass::test_preserve_non_cia_op, test/export/test_export.py::TestExportCustomClass::test_unbacked_contiguous, test/export/test_export.py::TestExportCustomClass::test_unbacked_select_index 2025-08-14T22:32:49.8066373Z 2025-08-14T22:32:54.7212166Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:32:54.7213917Z import pkg_resources 2025-08-14T22:32:55.2107183Z Running inductor/test_fx_fusion 1/1 ... [2025-08-14 22:32:55.210189] 2025-08-14T22:32:55.2107721Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:32:55.2111980Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_fx_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:32:55.210776] 2025-08-14T22:32:58.3732421Z 2025-08-14T22:32:58.3733975Z inductor/test_ck_backend 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_ck_backend_1.1_8c76b65fde166887_.log 2025-08-14T22:32:58.3734794Z 2025-08-14T22:33:01.9410072Z 2025-08-14T22:33:01.9411310Z inductor/test_fx_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_fx_fusion_1.1_9b9e3f6ba504936c_.log 2025-08-14T22:33:01.9413551Z Running 4 items in this shard: test/inductor/test_fx_fusion.py::TestFxFusion::test_linear_permute_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_bmm_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_permute_linear_fusion, test/inductor/test_fx_fusion.py::TestFxFusion::test_sink_cat_after_pointwise 2025-08-14T22:33:01.9415167Z 2025-08-14T22:33:03.4181995Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:33:03.4186163Z import pkg_resources 2025-08-14T22:33:03.9495214Z Running inductor/test_debug_trace 1/1 ... [2025-08-14 22:33:03.948975] 2025-08-14T22:33:03.9495812Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:33:03.9499517Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_debug_trace.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:33:03.949505] 2025-08-14T22:33:06.8951787Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:33:06.8953561Z import pkg_resources 2025-08-14T22:33:07.3784435Z Running export/test_export_strict 1/1 ... [2025-08-14 22:33:07.377880] 2025-08-14T22:33:07.3785036Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:33:07.3788998Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_strict.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:33:07.378494] 2025-08-14T22:33:24.7042145Z 2025-08-14T22:33:24.7043511Z 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_7a630bd19d2214e4_.log 2025-08-14T22:33:24.7045544Z 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 2025-08-14T22:33:24.7046786Z 2025-08-14T22:33:29.6258984Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:33:29.6262666Z import pkg_resources 2025-08-14T22:33:30.1276339Z Running export/test_export_training_ir_to_run_decomp 2/2 ... [2025-08-14 22:33:30.127083] 2025-08-14T22:33:30.1277038Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:33:30.1280476Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_export_training_ir_to_run_decomp.py', '-m', 'not serial', '--shard-id=2', '--num-shards=2', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:33:30.127599] 2025-08-14T22:37:25.3778352Z 2025-08-14T22:37:25.3781903Z export/test_export_strict 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_strict_1.1_d3358fcd4d916fd9_.log 2025-08-14T22:37:25.3985916Z Running 409 items in this shard: test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_assume_static_by_default_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_not_in_range_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_constraints_error_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_maxsize_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_slice_unbacked_dim1_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_export_strict_narrow_unbacked_expr_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_no_grad_param_inplace_strict, test/export/test_export_strict.py::StrictExportTestDynamismExpression::test_reshape_view_backed_size_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test__scaled_dot_product_flash_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_additional_inputs_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_allow_explicit_guards_as_runtime_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_args_type_checked_strict, test/export/test_export_strict.py::StrictExportTestExport::test_aten_lift_fresh_copy_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attention_strict, test/export/test_export_strict.py::StrictExportTestExport::test_attr_assignment_extra_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_constrain_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_constant_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_linear_relation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_automatic_dynamic_shapes_simple_equality_strict, test/export/test_export_strict.py::StrictExportTestExport::test_baddbmm_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_fake_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_buffer_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_constructor_torch_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_capture_subclass_wrong_strict, test/export/test_export_strict.py::StrictExportTestExport::test_ccode_python_mod_strict, test/export/test_export_strict.py::StrictExportTestExport::test_check_specialized_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_checks_to_constrain_range_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cleanup_dynamic_markers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colin_unbacked_backed_vr_sub_strict, test/export/test_export_strict.py::StrictExportTestExport::test_colon_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_compiling_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_access_identical_symint_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_constant_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_branches_return_same_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_contains_unbacked_no_escape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_int_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cond_with_module_stack_export_with_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_input_naming_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_no_user_inp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_dup_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_requires_grad_const_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constant_tensor_with_non_functional_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_decomp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_in_eager_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_constrain_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_constrain_size_with_various_cases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_conv_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_crop_like_strict, test/export/test_export_strict.py::StrictExportTestExport::test_cse_for_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_functionalize_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_auto_warn_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_op_preserve_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_pytree_strict, test/export/test_export_strict.py::StrictExportTestExport::test_custom_tag_metadata_re_export_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_batch_norm_functional_predispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_after_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_decomp_item_in_prim_before_decomposition_strict, test/export/test_export_strict.py::StrictExportTestExport::test_default_decomposition_core_cia_ops_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_integer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_simplified_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_out_of_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_derived_dim_repeat_derived_strict, test/export/test_export_strict.py::StrictExportTestExport::test_detect_leak_strict_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_gpu_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_float_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_device_to_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_1_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_auto_and_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_divisibility_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_range_violations_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dim_hint_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_disable_forced_specializations_ok_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_into_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_gather_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_reduce_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_all_to_all_single_strict, test/export/test_export_strict.py::StrictExportTestExport::test_distributed_reduce_scatter_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dont_duck_size_for_auto_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_double_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_aliasing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_list_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_checks_mutation_with_nan_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_fake_kernel_inference_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_draft_export_infers_fake_kernel_strict, test/export/test_export_strict.py::StrictExportTestExport::test_duplicate_modules_with_non_persistent_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_lr_shift_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_bounds_strict, test/export/test_export_strict.py::StrictExportTestExport::test_dynamic_shapes_builder_basic_strict, 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test/export/test_export_strict.py::StrictExportTestExport::test_ends_of_bounds_oblivious_strict, test/export/test_export_strict.py::StrictExportTestExport::test_error_does_not_reference_eager_fallback_strict, test/export/test_export_strict.py::StrictExportTestExport::test_error_when_passing_mutating_primitive_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_exception_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_api_with_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_as_backend_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_lifted_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_symbol_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_associative_scan_symbol_scandim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_aten_to_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_aten_to_unflatten_subclass_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_symbool_pred_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_cond_warns_constant_pred_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_decomp_table_basic_pop_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_decomp_table_container_methods_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_op_lib_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_triton_kernel_mutable_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_custom_triton_kernel_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_decomp_torture_case_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_decomp_torture_case_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_decomps_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_decomps_simple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_dynamo_config_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_run_decomp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_container_type_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_for_training_with_state_dict_hooks_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_default_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_keyword_only_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_pytree_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_keyword_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_keyword_pytree_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_func_with_var_postional_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_function_schema_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_graph_with_no_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_input_mutation_bug_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_input_mutation_dynamic_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_input_mutation_static_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_linear_preserve_dynamic_shape_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_max_nonstrict_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_max_onnx_reported_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_mod_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_preserve_linear_at_aot_level_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_preserve_linear_but_not_custom_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_scan_pytree_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_script_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_statically_known_true_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_then_compile_tensor_ctor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_autocast_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_fake_tensor_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_inline_constraints_complex_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_inline_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_set_grad_enabled_strict, test/export/test_export_strict.py::StrictExportTestExport::test_export_with_wrong_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_external_call_non_strict_real_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fake_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fake_weights_strict, test/export/test_export_strict.py::StrictExportTestExport::test_filter_traceback_frames_strict, test/export/test_export_strict.py::StrictExportTestExport::test_float_conversion_from_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_float_conversion_strict, test/export/test_export_strict.py::StrictExportTestExport::test_fqn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_from_node_metadata_export_strict, test/export/test_export_strict.py::StrictExportTestExport::test_full_on_scalar_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_hints_wrapper_strict, test/export/test_export_strict.py::StrictExportTestExport::test_hoo_inline_users_issue_strict, test/export/test_export_strict.py::StrictExportTestExport::test_if_functional_strict, test/export/test_export_strict.py::StrictExportTestExport::test_if_post_autograd_op_preserved_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_class_method_recursive_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_class_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_inline_script_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_int_shape_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_intermediate_shape_comp_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_exporting_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_non_negative_check_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_is_nonzero_strict, test/export/test_export_strict.py::StrictExportTestExport::test_isnonzero_strict, test/export/test_export_strict.py::StrictExportTestExport::test_issue_113041_strict, test/export/test_export_strict.py::StrictExportTestExport::test_issue_157289_strict, test/export/test_export_strict.py::StrictExportTestExport::test_istft_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_invalid_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_linear_convd_for_training_ir_strict, test/export/test_export_strict.py::StrictExportTestExport::test_keep_composite_ops_linear_convd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_kwarg_dynamic_shapes_diff_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_kwargs_reorder_strict, test/export/test_export_strict.py::StrictExportTestExport::test_layer_sharing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_lazy_module_kwargs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_linear_conv_strict, test/export/test_export_strict.py::StrictExportTestExport::test_malformed_fqn_from_source_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_map_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_map_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mask_nonzero_static_strict, test/export/test_export_strict.py::StrictExportTestExport::test_masked_select_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_math_pow_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mismatched_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_mixed_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_dict_key_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_input_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_list_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_module_with_dict_container_inp_out_strict, test/export/test_export_strict.py::StrictExportTestExport::test_modules_access_for_deleted_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_more_multidimensional_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multidimensional_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multinomial_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_multiple_definitions_same_name_dim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_dynamic_shapes_spec_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_constant_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_init_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nested_module_with_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_check_is_size_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_suggested_fixes_for_data_dependent_errors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_no_tensor_computation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_persistent_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_strict_dynamic_shapes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_non_strict_dynamic_shapes_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_none_buffers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonstrict_retrace_preserves_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_2_strict, test/export/test_export_strict.py::StrictExportTestExport::test_nonzero_dynamic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_not_registered_parameter_strict, test/export/test_export_strict.py::StrictExportTestExport::test_operator_aten_tensor_mode_variant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_output_node_name_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pad_sequence_strict, test/export/test_export_strict.py::StrictExportTestExport::test_param_util_strict, test/export/test_export_strict.py::StrictExportTestExport::test_partial_patched_forward_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_hoo_subgraphs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_collisions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_naming_order_variadic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_placeholder_update_preserving_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_predispatch_grad_wrappers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_module_call_signature_unflatten_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_requires_grad_placeholders_strict, test/export/test_export_strict.py::StrictExportTestExport::test_preserve_shape_dynamism_for_unused_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_profiling_code_strict, test/export/test_export_strict.py::StrictExportTestExport::test_python_asserts_with_sym_int_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_pytree_register_nested_data_class_strict, test/export/test_export_strict.py::StrictExportTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_range_constraints_with_replacement_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_alias_dtype_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_bool_cast_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_errors_on_aliasing_custom_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_for_max_op_strict, test/export/test_export_strict.py::StrictExportTestExport::test_real_tensor_size_mismatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_assert_max_upper_bound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_redundant_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_refine_dynamic_shapes_from_suggested_fixes_strict, test/export/test_export_strict.py::StrictExportTestExport::test_register_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_repeat_interleave_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replace_unbacked_with_very_large_upperbound_strict, test/export/test_export_strict.py::StrictExportTestExport::test_replaced_unbacked_bindings_strict, test/export/test_export_strict.py::StrictExportTestExport::test_reshape_view_helper_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retracable_ep_strict, test/export/test_export_strict.py::StrictExportTestExport::test_retrace_pre_autograd_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decomposition_supports_user_input_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_run_decompositions_keep_tensor_constant_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prim_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_for_prm_str_strict, test/export/test_export_strict.py::StrictExportTestExport::test_runtime_assert_with_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sdpa_gqa_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sequential_slicing_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_example_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_as_side_effect_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_empty_strict, test/export/test_export_strict.py::StrictExportTestExport::test_set_grad_unflatten_strict, test/export/test_export_strict.py::StrictExportTestExport::test_setgrad_lifted_tensor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_shared_submodule_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_export_for_training_strict, test/export/test_export_strict.py::StrictExportTestExport::test_simple_unbacked_view_strict, test/export/test_export_strict.py::StrictExportTestExport::test_size_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_slice_nn_module_stack_strict, test/export/test_export_strict.py::StrictExportTestExport::test_solver_unsupported_sympy_function_strict, test/export/test_export_strict.py::StrictExportTestExport::test_specialize_derived_dim_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_split_const_gm_with_lifted_constants_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_make_fx_strict, test/export/test_export_strict.py::StrictExportTestExport::test_stack_trace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_primitives_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_shape_attribute_assignment_strict, test/export/test_export_strict.py::StrictExportTestExport::test_state_tensors_strict, test/export/test_export_strict.py::StrictExportTestExport::test_static_dim_constraints_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_complicated_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_const_metadata_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclass_nested_attr_access_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_nested_strict, test/export/test_export_strict.py::StrictExportTestExport::test_subclasses_parameterization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_non_negative_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggest_torch_checks_with_regular_check_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_strict, test/export/test_export_strict.py::StrictExportTestExport::test_suggested_fixes_new_roots_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_float_operators_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_or_sym_and_strict, test/export/test_export_strict.py::StrictExportTestExport::test_sym_sqrt_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symbool_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symfloat_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_additional_inputs_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_basic_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_ranges_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_shapes_collection_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_input_specialization_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_item_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_output_strict, test/export/test_export_strict.py::StrictExportTestExport::test_symint_tensor_return_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_attribute_zero_args_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_aten_to_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tensor_constant_with_wrapped_method_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_strict, test/export/test_export_strict.py::StrictExportTestExport::test_to_module_with_mutated_buffer_strict, test/export/test_export_strict.py::StrictExportTestExport::test_tolist_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_check_eq_commutativity_strict, test/export/test_export_strict.py::StrictExportTestExport::test_torch_fn_strict, test/export/test_export_strict.py::StrictExportTestExport::test_trace_under_fake_strict, test/export/test_export_strict.py::StrictExportTestExport::test_train_eval_on_exported_preautograd_module_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_3d_matmul_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bincount_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_bindings_for_divisible_u_symint_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_deferred_runtime_retrace_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_expand_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_infer_size_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_kth_value_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_linear_layer_norm_input_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_noncontig_lin_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_pad_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_scalar_constructor_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_slice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_passthrough_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_to_cond_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unbacked_unsqueeze_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_asserts_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_buffer_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_closure_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_isinstance_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_dispatch_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_shared_submodule_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_multiple_graphs_state_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_no_unroll_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_child2parent_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_buf_8_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_const_preserving_3_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_6_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_9_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unflatten_random_dag_preserving_4_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_aliases_strict, test/export/test_export_strict.py::StrictExportTestExport::test_unused_constant_strict, test/export/test_export_strict.py::StrictExportTestExport::test_use_embedding_twice_strict, test/export/test_export_strict.py::StrictExportTestExport::test_user_input_and_buffer_mutation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_assert_separation_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_index_assertions_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_simple_strict, test/export/test_export_strict.py::StrictExportTestExport::test_while_loop_tensor_constant_idx_strict, test/export/test_export_strict.py::StrictExportTestExport::test_wrapper_module_strict 2025-08-14T22:37:25.4175710Z 2025-08-14T22:37:30.3193771Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:37:30.3195500Z import pkg_resources 2025-08-14T22:37:30.8136370Z Running inductor/test_cpu_cpp_wrapper 1/1 ... [2025-08-14 22:37:30.813091] 2025-08-14T22:37:30.8136981Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:37:30.8142123Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_cpu_cpp_wrapper.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:37:30.813750] 2025-08-14T22:37:40.0356872Z 2025-08-14T22:37:40.0357965Z inductor/test_cpu_cpp_wrapper 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_cpu_cpp_wrapper_1.1_8d54220d6e1534ef_.log 2025-08-14T22:37:40.0358826Z 2025-08-14T22:37:45.0091117Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:37:45.0092846Z import pkg_resources 2025-08-14T22:37:45.5171131Z Running inductor/test_inplacing_pass 1/1 ... [2025-08-14 22:37:45.516564] 2025-08-14T22:37:45.5171800Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:37:45.5175302Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_inplacing_pass.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:37:45.517072] 2025-08-14T22:37:54.0961826Z 2025-08-14T22:37:54.0964034Z 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_523b12a9705bbacc_.log 2025-08-14T22:37:54.0965560Z 2025-08-14T22:37:58.8859749Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:37:58.8861535Z import pkg_resources 2025-08-14T22:37:59.3610012Z Running inductor/test_compile_subprocess 1/1 ... [2025-08-14 22:37:59.360451] 2025-08-14T22:37:59.3610670Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:37:59.3613967Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile_subprocess.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:37:59.360977] 2025-08-14T22:38:08.2661462Z 2025-08-14T22:38:08.2662677Z inductor/test_compile_subprocess 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_subprocess_1.1_6b6a582c5dc97c44_.log 2025-08-14T22:38:08.2663602Z 2025-08-14T22:38:13.0123137Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:38:13.0126974Z import pkg_resources 2025-08-14T22:38:13.4979509Z Running dynamo/test_autograd_function 1/1 ... [2025-08-14 22:38:13.497365] 2025-08-14T22:38:13.4980718Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:38:13.4983783Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_autograd_function.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:38:13.497864] 2025-08-14T22:38:32.7497123Z 2025-08-14T22:38:32.7498995Z dynamo/test_autograd_function 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_autograd_function_1.1_f5fbe3dd088c26c9_.log 2025-08-14T22:38:32.7519341Z Running 40 items in this shard: test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_allow_in_graph, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_amp_custom_fwd_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_assert_is_contiguous_after_matmul, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_assert_is_contiguous_on_grad_output_directly, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_autograd_function_equivalence, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_autograd_function_has_graph_break, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_backward_returns_none_for_tensor_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_classmethod, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_data_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_default_values, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_enum_arg, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_forward_returns_constant, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_context_mark_and_save, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_context_save_and_mark, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_function_with_bound_free_variable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_fwd_no_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_fwd_propogation_correctness, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_linear_setup_context, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_mark_multi_output_non_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_mark_non_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_materialize_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_multi_output, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_multiple_different_non_tensor_inputs, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_needs_input_grad, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_once_differentiable, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_print_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_repeated_save_for_backward_calls, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_requires_grad_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_save_for_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_set_materialize_grads_no_graph_break, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smoke_from_test_autograd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smuggle_symint_issue_111031, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_smuggle_tensor_and_complex_structures, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_stride_in_bwd, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tensor_list_as_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tensor_subclass_intermediary_input, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_triton_kernel_basic, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_triton_kernel_multiple_out, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_tuple_arg, test/dynamo/test_autograd_function.py::AutogradFunctionTests::test_user_defined_object_as_input 2025-08-14T22:38:32.7537525Z 2025-08-14T22:38:33.1926919Z Uploading artifacts took 0.44 seconds 2025-08-14T22:38:37.6135783Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:38:37.6137598Z import pkg_resources 2025-08-14T22:38:38.1092374Z Running export/test_cpp_serdes 1/1 ... [2025-08-14 22:38:38.108720] 2025-08-14T22:38:38.1092951Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:38:38.1097241Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_cpp_serdes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:38:38.109317] 2025-08-14T22:38:53.7550220Z 2025-08-14T22:38:53.7551607Z export/test_export_training_ir_to_run_decomp 2/2 was successful, full logs can be found in artifacts with path test/test-reports/export.test_export_training_ir_to_run_decomp_2.2_e027da3078cf9eb1_.log 2025-08-14T22:38:53.7864247Z Running 394 items in this shard: 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_slice_maxsize_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::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_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_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_args_type_checked_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_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_basic_non_strict_real_tensor_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_cleanup_dynamic_markers_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_cond_access_identical_symint_closure_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_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_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_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_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_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_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_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_device_to_dynamic_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_hint_range_violations_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_draft_export_checks_mutation_list_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_duplicate_modules_with_non_persistent_buffers_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_serdes_generic_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_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_error_does_not_reference_eager_fallback_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_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_scandim_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_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_func_with_default_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_graph_with_no_inputs_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_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_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_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_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_hints_wrapper_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_inline_script_class_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_issue_157289_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_linear_convd_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_sharing_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_mask_nonzero_static_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_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_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_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_nested_dynamic_shapes_spec_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_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_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_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_dynamic_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_param_util_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_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_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_register_constant_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_reshape_view_helper_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_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_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_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_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_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_static_dim_constraints_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_submodule_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_suggested_fixes_for_data_dependent_errors_basic_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_sqrt_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_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_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_tolist_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_train_eval_on_exported_preautograd_module_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_expand_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_slice_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_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_multiple_graphs_shared_submodule_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_const_preserving_3_1_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_7_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_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_while_loop_assert_separation_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::TrainingIRToRunDecompExportNonStrictTestExport::test_additional_inputs_constants_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_attr_assignment_extra_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_simple_equality_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_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_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_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_same_int_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_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_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_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_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_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_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_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_repeat_derived_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_hint_range_violations_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_reduce_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_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_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_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_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_error_does_not_reference_eager_fallback_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_scandim_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_custom_triton_kernel_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_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_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_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_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_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_preserve_linear_at_aot_level_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_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_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_filter_traceback_frames_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_if_post_autograd_op_preserved_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_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_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_istft_op_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_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_malformed_fqn_from_source_name_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_input_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_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_nested_dynamic_shapes_spec_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_parameter_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_tensor_computation_2_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_dynamic_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_partial_patched_forward_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_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_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_for_max_op_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_replace_unbacked_with_very_large_upperbound_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_tensor_constant_metadata_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_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_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_specialize_derived_dim_roots_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_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_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_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_tensor_return_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_torch_fn_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_unbacked_3d_matmul_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_slice_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_unsqueeze_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_multiple_graphs_preserve_signature_no_error_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_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_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_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_5_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_while_loop_simple_training_ir_to_decomp_nonstrict 2025-08-14T22:38:53.8167896Z 2025-08-14T22:38:58.6214242Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:38:58.6216342Z import pkg_resources 2025-08-14T22:38:59.1304308Z Running dynamo/test_config 1/1 ... [2025-08-14 22:38:59.129805] 2025-08-14T22:38:59.1304910Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:38:59.1308689Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_config.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:38:59.130428] 2025-08-14T22:39:09.1159556Z 2025-08-14T22:39:09.1160844Z dynamo/test_config 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_config_1.1_1b849b573d68e4af_.log 2025-08-14T22:39:09.1163228Z 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 2025-08-14T22:39:09.1165001Z 2025-08-14T22:39:13.9609326Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:39:13.9611157Z import pkg_resources 2025-08-14T22:39:14.4346770Z Running export/test_package 1/1 ... [2025-08-14 22:39:14.434171] 2025-08-14T22:39:14.4347344Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:39:14.4351019Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:39:14.434672] 2025-08-14T22:39:20.4106419Z 2025-08-14T22:39:20.4108128Z export/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_package_1.1_9c1da3d2a00454e8_.log 2025-08-14T22:39:20.4110074Z 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 2025-08-14T22:39:20.4111338Z 2025-08-14T22:39:25.3302240Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:39:25.3303992Z import pkg_resources 2025-08-14T22:39:25.8351200Z Running inductor/test_benchmarking 1/1 ... [2025-08-14 22:39:25.834574] 2025-08-14T22:39:25.8351891Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:39:25.8355513Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_benchmarking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:39:25.835102] 2025-08-14T22:39:34.9684319Z 2025-08-14T22:39:34.9685883Z inductor/test_benchmarking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_benchmarking_1.1_d256595cf2e855c9_.log 2025-08-14T22:39:34.9693038Z Running 12 items in this shard: test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_cpu_smoke_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_cpu_smoke_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_gpu_smoke_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_gpu_smoke_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_many_devices_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_many_devices_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_no_devices_benchmarker_cls0, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_safely_infers_device_no_devices_benchmarker_cls1, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls0_device_cpu, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls0_device_cuda, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls1_device_cpu, test/inductor/test_benchmarking.py::TestBenchmarker::test_benchmark_smoke_benchmarker_cls1_device_cuda 2025-08-14T22:39:34.9699804Z 2025-08-14T22:39:39.8180814Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:39:39.8182581Z import pkg_resources 2025-08-14T22:39:40.2947260Z Running inductor/test_needs_exact_strides 1/1 ... [2025-08-14 22:39:40.294229] 2025-08-14T22:39:40.2947892Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:39:40.2951877Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_needs_exact_strides.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:39:40.294778] 2025-08-14T22:39:48.6201585Z 2025-08-14T22:39:48.6203422Z inductor/test_needs_exact_strides 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_needs_exact_strides_1.1_05e1f7baeedcee5c_.log 2025-08-14T22:39:48.6204771Z 2025-08-14T22:39:53.3554815Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:39:53.3556587Z import pkg_resources 2025-08-14T22:39:53.8327872Z Running dynamo/test_reconstruct 1/1 ... [2025-08-14 22:39:53.832291] 2025-08-14T22:39:53.8328458Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:39:53.8333256Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_reconstruct.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:39:53.832878] 2025-08-14T22:40:04.3199735Z 2025-08-14T22:40:04.3200970Z dynamo/test_reconstruct 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_reconstruct_1.1_4445b74e13dabd95_.log 2025-08-14T22:40:04.3208590Z Running 16 items in this shard: test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_clear_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_del_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_get_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_optimize_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_pop_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_ConstDict_popitem_reconstruct_graph_break, test/dynamo/test_reconstruct.py::ReconstructTest::test_create_dict_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_functional_call_reconstruct_2, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_nested_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_skipped_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_user_function, test/dynamo/test_reconstruct.py::ReconstructTest::test_graph_break_in_wrapped_user_method, test/dynamo/test_reconstruct.py::ReconstructTest::test_tma_experimental_reconstruct, test/dynamo/test_reconstruct.py::ReconstructTest::test_tma_stable_reconstruct 2025-08-14T22:40:04.3215773Z 2025-08-14T22:40:09.1189043Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:40:09.1190824Z import pkg_resources 2025-08-14T22:40:09.5959195Z Running dynamo/test_compile 1/1 ... [2025-08-14 22:40:09.595409] 2025-08-14T22:40:09.5959804Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:40:09.5963245Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:40:09.595906] 2025-08-14T22:40:22.2744436Z 2025-08-14T22:40:22.2745667Z export/test_cpp_serdes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_cpp_serdes_1.1_1de1718164c456ac_.log 2025-08-14T22:40:22.2930158Z Running 400 items in this shard: test/export/test_cpp_serdes.py::CppSerdesTestExport::test__scaled_dot_product_flash_attention_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_additional_inputs_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_allow_explicit_guards_as_runtime_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_args_type_checked_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_aten_lift_fresh_copy_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_attention_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_attr_assignment_extra_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_constrain_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_constant_relation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_linear_relation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_automatic_dynamic_shapes_simple_equality_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_baddbmm_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_non_strict_fake_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_basic_non_strict_real_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_bincount_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_buffer_util_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_capture_subclass_constructor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_capture_subclass_constructor_torch_ir_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_capture_subclass_wrong_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_ccode_python_mod_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_check_specialized_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_checks_to_constrain_range_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cleanup_dynamic_markers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_colin_unbacked_backed_vr_sub_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_colon_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_compiling_state_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_access_identical_symint_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_branches_return_constant_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_branches_return_same_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_contains_unbacked_no_escape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_int_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_with_module_stack_export_with_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cond_with_module_stack_export_with_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_aliasing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_input_naming_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_no_user_inp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_output_dup_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_requires_grad_const_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_return_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_tensor_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_tensor_with_non_functional_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constant_tensor_with_non_functional_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_decomp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_in_eager_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_with_constrain_value_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_constrain_size_with_various_cases_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_conv_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_crop_like_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_cse_for_symint_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_functionalize_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_functionalize_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_auto_warn_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_op_preserve_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_pytree_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_custom_tag_metadata_re_export_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_batch_norm_functional_predispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_item_in_prim_after_decomposition_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_decomp_item_in_prim_before_decomposition_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_default_decomposition_core_cia_ops_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_1_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_integer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_repeat_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_simplified_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_out_of_order_simplified_repeat_non_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_derived_dim_repeat_derived_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_detect_leak_strict_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_gpu_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_mutation_float_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_device_to_static_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_1_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_auto_and_dim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_divisibility_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_dynamic_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_hint_range_violations_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dim_hint_ranges_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_disable_forced_specializations_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_disable_forced_specializations_ok_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_distributed_all_gather_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_distributed_all_gather_into_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_distributed_all_reduce_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_distributed_all_to_all_single_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_distributed_reduce_scatter_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dont_duck_size_for_auto_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_double_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_aliasing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_mutation_list_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_checks_mutation_with_nan_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_fake_kernel_inference_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_draft_export_infers_fake_kernel_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_duplicate_modules_with_non_persistent_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_lr_shift_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_bounds_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_builder_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_builder_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_builder_pytree_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_dataclass_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_inferred_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_serdes_generic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_serdes_user_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_serdes_various_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_shapes_spec_with_pytree_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_dynamic_sym_round_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_ends_of_bounds_oblivious_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_error_does_not_reference_eager_fallback_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_error_when_passing_mutating_primitive_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_exception_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_api_with_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_as_backend_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_associative_scan_lifted_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_associative_scan_symbol_dim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_associative_scan_symbol_scandim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_aten_to_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_aten_to_unflatten_subclass_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_aten_to_unflatten_subclass_pre_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_cond_preserve_torch_fn_for_subgraphs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_cond_symbool_pred_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_cond_warns_constant_pred_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_decomp_table_basic_pop_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_decomp_table_container_methods_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_op_lib_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_triton_kernel_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_custom_triton_kernel_mutable_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomp_torture_case_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomp_torture_case_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomps_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_decomps_simple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_dynamo_config_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_run_decomp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_container_type_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_for_training_with_state_dict_hooks_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_default_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_keyword_only_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_pytree_kwargs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_var_keyword_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_var_keyword_pytree_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_func_with_var_postional_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_function_schema_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_graph_with_no_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_input_mutation_bug_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_input_mutation_dynamic_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_input_mutation_static_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_linear_preserve_dynamic_shape_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_max_nonstrict_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_max_onnx_reported_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_method_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_mod_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_preserve_linear_at_aot_level_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_preserve_linear_but_not_custom_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_scan_pytree_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_script_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_statically_known_true_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_then_compile_tensor_ctor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_autocast_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_fake_tensor_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_fake_tensor_inputs_on_cuda_devices_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_inline_constraints_complex_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_inline_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_set_grad_enabled_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_export_with_wrong_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_external_call_non_strict_real_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fake_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_fake_weights_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_filter_traceback_frames_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_float_conversion_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_float_conversion_from_int_cpp_serdes, 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test/export/test_cpp_serdes.py::CppSerdesTestExport::test_inline_script_method_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_int_shape_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_intermediate_shape_comp_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_exporting_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_non_negative_check_function_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_is_nonzero_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_isnonzero_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_issue_113041_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_issue_157289_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_istft_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_keep_composite_ops_invalid_cpp_serdes, 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test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nested_module_with_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nn_module_stack_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nn_module_stack_shared_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_check_is_size_error_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_suggested_fixes_for_data_dependent_errors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_3_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_no_tensor_computation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_with_container_type_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_arg_name_dynamic_shapes_api_with_kwarg_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_persistent_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_strict_dynamic_shapes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_non_strict_dynamic_shapes_suggested_fixes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_none_buffers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonstrict_retrace_preserves_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonzero_2_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_nonzero_dynamic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_not_registered_parameter_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_operator_aten_tensor_mode_variant_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_output_node_name_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pad_sequence_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_param_util_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_partial_patched_forward_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_collisions_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_collisions_hoo_subgraphs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_order_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_naming_order_variadic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_placeholder_update_preserving_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_predispatch_cond_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_predispatch_grad_wrappers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_module_call_signature_unflatten_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_requires_grad_placeholders_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_preserve_shape_dynamism_for_unused_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_profiling_code_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_python_asserts_with_sym_int_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pytree_register_data_class_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_pytree_register_nested_data_class_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_raise_user_error_when_guard_on_data_dependent_operation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_range_constraints_with_replacement_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_alias_dtype_mismatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_bool_cast_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_errors_on_aliasing_custom_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_for_max_op_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_real_tensor_size_mismatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_redundant_assert_max_upper_bound_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_redundant_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_refine_dynamic_shapes_from_suggested_fixes_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_register_constant_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_repeat_interleave_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_replace_unbacked_with_very_large_upperbound_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_replaced_unbacked_bindings_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_reshape_view_helper_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_retracable_ep_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_retrace_pre_autograd_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decomposition_supports_user_input_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decompositions_keep_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_run_decompositions_keep_tensor_constant_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_for_prim_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_for_prm_str_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_runtime_assert_with_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sdpa_gqa_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sequential_slicing_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_example_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_as_side_effect_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_empty_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_set_grad_unflatten_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_setgrad_lifted_tensor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_shared_submodule_nn_module_stack_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_simple_export_for_training_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_simple_unbacked_view_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_size_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_slice_nn_module_stack_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_solver_unsupported_sympy_function_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_specialize_derived_dim_roots_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_split_const_gm_with_lifted_constants_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_stack_trace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_stack_trace_make_fx_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_primitives_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_shape_attribute_assignment_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_state_tensors_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_static_dim_constraints_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_complicated_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_const_metadata_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_const_metadata_not_top_level_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclass_nested_attr_access_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclasses_parameterization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_subclasses_parameterization_nested_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggest_torch_checks_with_non_negative_check_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggest_torch_checks_with_regular_check_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_for_data_dependent_errors_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_for_data_dependent_errors_puzzlers_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_suggested_fixes_new_roots_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_float_operators_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_or_sym_and_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_sym_sqrt_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symbool_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symfloat_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_additional_inputs_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_basic_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_ranges_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_shapes_collection_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_input_specialization_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_item_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_output_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_symint_tensor_return_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_attribute_zero_args_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_constant_aten_to_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tensor_constant_with_wrapped_method_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_multiple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_to_module_with_mutated_buffer_multiple_update_sub_later_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_tolist_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_torch_check_eq_commutativity_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_torch_fn_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_trace_under_fake_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_train_eval_on_exported_preautograd_module_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_3d_matmul_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_bincount_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_bindings_for_divisible_u_symint_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_deferred_runtime_retrace_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_expand_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_infer_size_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_kth_value_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_linear_layer_norm_input_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_noncontig_lin_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_pad_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_scalar_constructor_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_slice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_to_cond_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_to_cond_passthrough_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unbacked_unsqueeze_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_asserts_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_buffer_update_child2parent_swap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_closure_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_isinstance_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_dispatch_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_preserve_signature_no_error_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_shared_submodule_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_multiple_graphs_state_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_no_unroll_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_placeholder_update_child2parent_swap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_placeholder_update_grandchild2cousin_swap_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_5_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_6_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_buf_8_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_const_preserving_3_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_const_preserving_3_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_6_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_9_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_10_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_1_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_5_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_mutating_buf_preserving_7_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unflatten_random_dag_preserving_4_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unused_aliases_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_unused_constant_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_use_embedding_twice_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_user_input_and_buffer_mutation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_assert_separation_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_index_assertions_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_simple_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_while_loop_tensor_constant_idx_cpp_serdes, test/export/test_cpp_serdes.py::CppSerdesTestExport::test_wrapper_module_cpp_serdes 2025-08-14T22:40:22.3109794Z 2025-08-14T22:40:23.4882829Z 2025-08-14T22:40:23.4884428Z dynamo/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compile_1.1_f29ebdfe0013bcd2_.log 2025-08-14T22:40:23.4892455Z Running 17 items in this shard: test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_callback, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_callback_with_graph_break, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_constant_hasattr_fail, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_evnum_hasattr_fail, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_name_error, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_nn_module_invalid_method, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compilation_tensor_invalid_method, test/dynamo/test_compile.py::InPlaceCompilationTests::test_compile_eager_options, test/dynamo/test_compile.py::InPlaceCompilationTests::test_jit_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_list_bad_access, test/dynamo/test_compile.py::InPlaceCompilationTests::test_overwrite_call_impl, test/dynamo/test_compile.py::InPlaceCompilationTests::test_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_state_dict_save, test/dynamo/test_compile.py::InPlaceCompilationTests::test_to_sparse_to_dense_with_graph_break, test/dynamo/test_compile.py::InPlaceCompilationTests::test_torch_script_compilation, test/dynamo/test_compile.py::PublicTorchCompilerTests::test_dynamo_signatures 2025-08-14T22:40:23.4899591Z 2025-08-14T22:40:27.4029470Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:40:27.4031201Z import pkg_resources 2025-08-14T22:40:27.9166368Z Running inductor/test_compile 1/1 ... [2025-08-14 22:40:27.916126] 2025-08-14T22:40:27.9166987Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:40:27.9171769Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_compile.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:40:27.916710] 2025-08-14T22:40:28.3433967Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:40:28.3435691Z import pkg_resources 2025-08-14T22:40:28.8712094Z Running export/test_db 1/1 ... [2025-08-14 22:40:28.870700] 2025-08-14T22:40:28.8712657Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:40:28.8716187Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_db.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:40:28.871200] 2025-08-14T22:40:51.3297266Z 2025-08-14T22:40:51.3298309Z inductor/test_compile 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_compile_1.1_ef76ac541b3f5336_.log 2025-08-14T22:40:51.3303419Z Running 9 items in this shard: test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_generate_debug_symbol, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_bare_module, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export1, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_export2, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_dict_input, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_fx_tensor_return, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_make_fx, test/inductor/test_compile.py::TestStandaloneInductor::test_inductor_via_op_with_multiple_outputs 2025-08-14T22:40:51.3307624Z 2025-08-14T22:40:56.2994257Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:40:56.2996011Z import pkg_resources 2025-08-14T22:40:56.8025253Z Running inductor/test_graph_transform_observer 1/1 ... [2025-08-14 22:40:56.802002] 2025-08-14T22:40:56.8025988Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:40:56.8029787Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_graph_transform_observer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:40:56.802521] 2025-08-14T22:41:03.9071946Z 2025-08-14T22:41:03.9073546Z export/test_db 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_db_1.1_2691c7eea9afdacd_.log 2025-08-14T22:41:03.9088649Z Running 36 items in this shard: test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_dynamic_shape_round, test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_model_attr_mutation, test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_optional_input, test/export/test_db.py::ExampleTests::test_exportdb_not_supported_case_unsupported_operator, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_assume_constant_result, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_autograd_function, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_class_method, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_branch_class_method, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_branch_nested_function, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_branch_nonlocal_variables, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_closed_over_variable, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_operands, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_cond_predicate, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_constrain_as_size_example, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_constrain_as_value_example, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_decorator, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dictionary, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_assert, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_constructor, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_if_guard, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_map, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_slicing, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_dynamic_shape_view, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_fn_with_kwargs, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_list_contains, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_list_unpack, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_nested_function, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_null_context_manager, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_pytree_flatten, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_scalar_output, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_specialized_attribute, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_static_for_loop, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_static_if, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_tensor_setattr, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_type_reflection_method, test/export/test_db.py::ExampleTests::test_exportdb_supported_case_user_input_mutation 2025-08-14T22:41:03.9103126Z 2025-08-14T22:41:05.7856936Z 2025-08-14T22:41:05.7858266Z inductor/test_graph_transform_observer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_graph_transform_observer_1.1_e84910fb01bb1e38_.log 2025-08-14T22:41:05.7859762Z Running 1 items in this shard: test/inductor/test_graph_transform_observer.py::TestGraphTransformObserver::test_sdpa_rewriter 2025-08-14T22:41:05.7860489Z 2025-08-14T22:41:08.9598557Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:08.9600308Z import pkg_resources 2025-08-14T22:41:09.4378813Z Running dynamo/test_export_mutations 1/1 ... [2025-08-14 22:41:09.437297] 2025-08-14T22:41:09.4379626Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:09.4383674Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_export_mutations.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:09.437845] 2025-08-14T22:41:10.6248875Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:10.6250687Z import pkg_resources 2025-08-14T22:41:11.0974264Z Running dynamo/test_unittest 1/1 ... [2025-08-14 22:41:11.096820] 2025-08-14T22:41:11.0975130Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:11.0977359Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_unittest.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:11.097306] 2025-08-14T22:41:16.8737386Z 2025-08-14T22:41:16.8738382Z dynamo/test_unittest 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_unittest_1.1_01caef68dfcb94db_.log 2025-08-14T22:41:16.8739605Z Running 1 items in this shard: test/dynamo/test_unittest.py::TestUnittest::test_SkipTest 2025-08-14T22:41:16.8740098Z 2025-08-14T22:41:17.6699245Z 2025-08-14T22:41:17.6701222Z dynamo/test_export_mutations 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_export_mutations_1.1_bdcc57906d896df6_.log 2025-08-14T22:41:17.6704951Z Running 5 items in this shard: test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_1, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_2, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_3, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_negative_4, test/dynamo/test_export_mutations.py::MutationExportTests::test_module_attribute_mutation_violation_positive_1 2025-08-14T22:41:17.6708244Z 2025-08-14T22:41:21.8554737Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:21.8556452Z import pkg_resources 2025-08-14T22:41:22.3503743Z Running dynamo/test_pgo 1/1 ... [2025-08-14 22:41:22.349886] 2025-08-14T22:41:22.3504277Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:22.3508266Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_pgo.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:22.350465] 2025-08-14T22:41:22.6933792Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:22.6935573Z import pkg_resources 2025-08-14T22:41:23.2440939Z Running dynamo/test_sources 1/1 ... [2025-08-14 22:41:23.243587] 2025-08-14T22:41:23.2441503Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:23.2444630Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sources.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:23.244077] 2025-08-14T22:41:29.1706458Z 2025-08-14T22:41:29.1707642Z dynamo/test_sources 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sources_1.1_98662c954bf7efe0_.log 2025-08-14T22:41:29.1709350Z Running 3 items in this shard: test/dynamo/test_sources.py::SourceTests::test_is_local, test/dynamo/test_sources.py::SourceTests::test_property_closure, test/dynamo/test_sources.py::SourceTests::test_supported_nodes 2025-08-14T22:41:29.1710443Z 2025-08-14T22:41:34.1678847Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:34.1682490Z import pkg_resources 2025-08-14T22:41:34.6573415Z Running dynamo/test_graph_deduplication 1/1 ... [2025-08-14 22:41:34.656726] 2025-08-14T22:41:34.6574652Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:34.6578255Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_graph_deduplication.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:34.657288] 2025-08-14T22:41:49.6691530Z 2025-08-14T22:41:49.6693054Z dynamo/test_pgo 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_pgo_1.1_60056852fc38c9d2_.log 2025-08-14T22:41:49.6698764Z Running 9 items in this shard: test/dynamo/test_pgo.py::PgoTest::test_basic, test/dynamo/test_pgo.py::PgoTest::test_different_file_paths_local_pgo, test/dynamo/test_pgo.py::PgoTest::test_distinct_compile_id, test/dynamo/test_pgo.py::PgoTest::test_njt, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_false, test/dynamo/test_pgo.py::PgoTest::test_pgo_dynamic_params, test/dynamo/test_pgo.py::PgoTest::test_remote_basic, test/dynamo/test_pgo.py::PgoTest::test_whitelist_ints_floats, test/dynamo/test_pgo.py::PgoTest::test_whitelist_suggestion 2025-08-14T22:41:49.6703499Z 2025-08-14T22:41:50.7058257Z 2025-08-14T22:41:50.7059460Z dynamo/test_graph_deduplication 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_graph_deduplication_1.1_04fea395cb88ed1f_.log 2025-08-14T22:41:50.7068265Z Running 16 items in this shard: test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_autocast_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_arg_and_additional_deps, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_complex, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_no_cycle, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_simple, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_single_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_cycle_detection_two_node, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_dependent_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_aliasing, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_input_mutation, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_multiple_subgraphs, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_mutation_ordering, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_output_nodes_last, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_param_transfer_to_submodule, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph, test/dynamo/test_graph_deduplication.py::GraphDededuplicationTests::test_single_subgraph2 2025-08-14T22:41:50.7076160Z 2025-08-14T22:41:54.7688119Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:54.7689885Z import pkg_resources 2025-08-14T22:41:55.2795786Z Running inductor/test_torchinductor_codegen_config_overrides 1/1 ... [2025-08-14 22:41:55.279071] 2025-08-14T22:41:55.2796948Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:55.2800279Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_torchinductor_codegen_config_overrides.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:55.279574] 2025-08-14T22:41:55.7419296Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:41:55.7421032Z import pkg_resources 2025-08-14T22:41:56.3050740Z Running dynamo/test_flat_apply 1/1 ... [2025-08-14 22:41:56.304474] 2025-08-14T22:41:56.3051336Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:41:56.3055294Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_flat_apply.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:41:56.305057] 2025-08-14T22:42:02.5331110Z 2025-08-14T22:42:02.5333123Z dynamo/test_flat_apply 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_flat_apply_1.1_28922525428b2e97_.log 2025-08-14T22:42:02.5337560Z Running 4 items in this shard: test/dynamo/test_flat_apply.py::FlatApplyTests::test_non_tensor_output, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_captured_tensor_post_aot_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_nonstrict_trace_dynamo_graph, test/dynamo/test_flat_apply.py::FlatApplyTests::test_simple 2025-08-14T22:42:02.5342718Z 2025-08-14T22:42:07.4421805Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:42:07.4423543Z import pkg_resources 2025-08-14T22:42:07.9459358Z Running dynamo/test_guard_serialization 1/1 ... [2025-08-14 22:42:07.945406] 2025-08-14T22:42:07.9459976Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:42:07.9463706Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_guard_serialization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:42:07.945964] 2025-08-14T22:42:09.2729812Z 2025-08-14T22:42:09.2732643Z 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_4e7f82e9aa1f1410_.log 2025-08-14T22:42:09.2739313Z Running 3 items in this shard: 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 2025-08-14T22:42:09.2743835Z 2025-08-14T22:42:14.1491677Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:42:14.1493430Z import pkg_resources 2025-08-14T22:42:14.6250766Z Running dynamo/test_modes 1/1 ... [2025-08-14 22:42:14.624561] 2025-08-14T22:42:14.6251712Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:42:14.6254984Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_modes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:42:14.625080] 2025-08-14T22:42:25.4981676Z 2025-08-14T22:42:25.4983929Z dynamo/test_guard_serialization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_guard_serialization_1.1_551ee50947248f51_.log 2025-08-14T22:42:25.5017881Z Running 38 items in this shard: test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_bool_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_builtin_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_closure_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_constant_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_default_device, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_deterministic_algorithms, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_contains, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_keys_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dict_version, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dispatch_key_set_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_dual_level, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_duplicate_input, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_empty_nn_module_hooks_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_equals_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_fsdp_training_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_locals, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_function_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_functorch_stack_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_grad_mode_loading, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_hasattr_serialization, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_id_match_with_config, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_mapping_keys_check, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_name_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_nn_module, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_none_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_not_present_in_generic_dict, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_range_iterator_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_sequence_length, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_shape_env, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_skipped_objects, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tensor_subclass_metadata_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_torch_function_state, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_tuple_iterator_len, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_type_match, test/dynamo/test_guard_serialization.py::TestGuardSerialization::test_weakref_alive 2025-08-14T22:42:25.5053340Z 2025-08-14T22:42:30.3464961Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:42:30.3466719Z import pkg_resources 2025-08-14T22:42:30.8354079Z Running inductor/test_split_cat_fx_aten_passes 1/1 ... [2025-08-14 22:42:30.834847] 2025-08-14T22:42:30.8354816Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:42:30.8358310Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'inductor/test_split_cat_fx_aten_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:42:30.835411] 2025-08-14T22:42:35.4316567Z 2025-08-14T22:42:35.4318207Z dynamo/test_modes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_modes_1.1_945f04064550219c_.log 2025-08-14T22:42:35.4329259Z Running 26 items in this shard: test/dynamo/test_modes.py::TorchDispatchModeTests::test_skip_torch_dispatch_modes, test/dynamo/test_modes.py::TorchFunctionModeTests::test_builtin_equivalent_funcs, test/dynamo/test_modes.py::TorchFunctionModeTests::test_error_empty_stack_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_expand, test/dynamo/test_modes.py::TorchFunctionModeTests::test_flex_attention, test/dynamo/test_modes.py::TorchFunctionModeTests::test_hop, test/dynamo/test_modes.py::TorchFunctionModeTests::test_hop_eager, test/dynamo/test_modes.py::TorchFunctionModeTests::test_intermedate_torch_function_mode_construction_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_is_torch_function_all_disabled, test/dynamo/test_modes.py::TorchFunctionModeTests::test_len_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_nested_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_pop_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_push_torch_function_mode, test/dynamo/test_modes.py::TorchFunctionModeTests::test_register_hook, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_clear_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_stack_state_mutation_default_device, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_and_pop_graph_break_mutation, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_disable, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enabled_guard, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_enter_exit, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_graph_break, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_cpp, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_guards_py, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_highest_priority, test/dynamo/test_modes.py::TorchFunctionModeTests::test_torch_function_mode_restore_on_exc 2025-08-14T22:42:35.4340748Z 2025-08-14T22:42:40.2208423Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:42:40.2210176Z import pkg_resources 2025-08-14T22:42:40.6928773Z Running export/test_passes 1/1 ... [2025-08-14 22:42:40.692372] 2025-08-14T22:42:40.6929383Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:42:40.6935091Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:42:40.692904] 2025-08-14T22:42:42.7741139Z 2025-08-14T22:42:42.7742566Z inductor/test_split_cat_fx_aten_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/inductor.test_split_cat_fx_aten_passes_1.1_7ec3acce9ed185ee_.log 2025-08-14T22:42:42.7745845Z Running 5 items in this shard: test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_move_view_after_cat_aten, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_select_cat_post_grad, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_split_cat_post_grad, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAten::test_split_cat_post_grad_singular, test/inductor/test_split_cat_fx_aten_passes.py::TestSplitCatAtenNormalizationPasses::test_split_aten_normalization 2025-08-14T22:42:42.7748318Z 2025-08-14T22:42:47.6138427Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:42:47.6142061Z import pkg_resources 2025-08-14T22:42:48.0898114Z Running dynamo/test_model_output 1/1 ... [2025-08-14 22:42:48.089225] 2025-08-14T22:42:48.0899292Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:42:48.0902010Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_model_output.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:42:48.089717] 2025-08-14T22:42:53.8666147Z 2025-08-14T22:42:53.8667742Z dynamo/test_model_output 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_model_output_1.1_94be9e306d59c94b_.log 2025-08-14T22:42:53.8676103Z Running 18 items in this shard: test/dynamo/test_model_output.py::TestHFPretrained::test_pretrained, test/dynamo/test_model_output.py::TestHFPretrained::test_pretrained_non_const_attr, test/dynamo/test_model_output.py::TestModelOutput::test_mo_assign, test/dynamo/test_model_output.py::TestModelOutput::test_mo_create, test/dynamo/test_model_output.py::TestModelOutput::test_mo_from_outside, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getattr, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getattr_missing, test/dynamo/test_model_output.py::TestModelOutput::test_mo_getitem, test/dynamo/test_model_output.py::TestModelOutput::test_mo_index, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init2, test/dynamo/test_model_output.py::TestModelOutput::test_mo_init_with_disable, test/dynamo/test_model_output.py::TestModelOutput::test_mo_newkey, test/dynamo/test_model_output.py::TestModelOutput::test_mo_reconstruct_bytecode, test/dynamo/test_model_output.py::TestModelOutput::test_mo_tuple, test/dynamo/test_model_output.py::TestModelOutput::test_none, test/dynamo/test_model_output.py::TestModelOutput::test_reconstruction, test/dynamo/test_model_output.py::TestModelOutputBertCUDA::test_HF_bert_model_output_cuda 2025-08-14T22:42:53.8682410Z 2025-08-14T22:42:58.7109612Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:42:58.7111391Z import pkg_resources 2025-08-14T22:42:59.2002153Z Running dynamo/test_sets 1/1 ... [2025-08-14 22:42:59.199722] 2025-08-14T22:42:59.2002716Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:42:59.2007330Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_sets.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:42:59.200276] 2025-08-14T22:43:15.1478718Z 2025-08-14T22:43:15.1480413Z dynamo/test_sets 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_sets_1.1_cd1fb1e540eae1c3_.log 2025-08-14T22:43:15.1516376Z Running 124 items in this shard: test/dynamo/test_sets.py::CustomSetTests::test_custom_add, test/dynamo/test_sets.py::CustomSetTests::test_custom_contains, test/dynamo/test_sets.py::MiscTests::test_isdisjoint_with_generator, test/dynamo/test_sets.py::TestSetGuards::test_in_guard, test/dynamo/test_sets.py::TestSetGuards::test_set_guard_on_keys_change, test/dynamo/test_sets.py::TestSetGuards::test_set_multiple_types, test/dynamo/test_sets.py::TestSetGuards::test_set_recompile_on_key_change, test/dynamo/test_sets.py::TestSetGuards::test_set_recompile_on_key_pop, test/dynamo/test_sets.py::TestSetGuards::test_set_with_function, test/dynamo/test_sets.py::TestSetGuards::test_set_with_tensors, test/dynamo/test_sets.py::FrozensetTests::test_binop_and, test/dynamo/test_sets.py::FrozensetTests::test_binop_or, test/dynamo/test_sets.py::FrozensetTests::test_binop_sub, test/dynamo/test_sets.py::FrozensetTests::test_binop_xor, test/dynamo/test_sets.py::FrozensetTests::test_cmp_eq, test/dynamo/test_sets.py::FrozensetTests::test_cmp_greater_than, test/dynamo/test_sets.py::FrozensetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::FrozensetTests::test_cmp_less_than, test/dynamo/test_sets.py::FrozensetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::FrozensetTests::test_cmp_ne, test/dynamo/test_sets.py::FrozensetTests::test_constructor_iterable, test/dynamo/test_sets.py::FrozensetTests::test_contains, test/dynamo/test_sets.py::FrozensetTests::test_copy, test/dynamo/test_sets.py::FrozensetTests::test_difference, test/dynamo/test_sets.py::FrozensetTests::test_equality, test/dynamo/test_sets.py::FrozensetTests::test_in_frozenset, test/dynamo/test_sets.py::FrozensetTests::test_intersection, test/dynamo/test_sets.py::FrozensetTests::test_isdisjoint, test/dynamo/test_sets.py::FrozensetTests::test_issubset, test/dynamo/test_sets.py::FrozensetTests::test_issuperset, test/dynamo/test_sets.py::FrozensetTests::test_symmetric_difference, test/dynamo/test_sets.py::FrozensetTests::test_to_frozenset, test/dynamo/test_sets.py::FrozensetTests::test_to_set, test/dynamo/test_sets.py::FrozensetTests::test_union, test/dynamo/test_sets.py::SetTests::test_add, test/dynamo/test_sets.py::SetTests::test_binop_and, test/dynamo/test_sets.py::SetTests::test_binop_or, test/dynamo/test_sets.py::SetTests::test_binop_sub, test/dynamo/test_sets.py::SetTests::test_binop_xor, test/dynamo/test_sets.py::SetTests::test_clear, test/dynamo/test_sets.py::SetTests::test_cmp_eq, test/dynamo/test_sets.py::SetTests::test_cmp_greater_than, test/dynamo/test_sets.py::SetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::SetTests::test_cmp_less_than, test/dynamo/test_sets.py::SetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::SetTests::test_cmp_ne, test/dynamo/test_sets.py::SetTests::test_constructor_iterable, test/dynamo/test_sets.py::SetTests::test_contains, test/dynamo/test_sets.py::SetTests::test_copy, test/dynamo/test_sets.py::SetTests::test_difference, test/dynamo/test_sets.py::SetTests::test_difference_update, test/dynamo/test_sets.py::SetTests::test_discard, test/dynamo/test_sets.py::SetTests::test_equality, test/dynamo/test_sets.py::SetTests::test_in_frozenset, test/dynamo/test_sets.py::SetTests::test_intersection, test/dynamo/test_sets.py::SetTests::test_intersection_update, test/dynamo/test_sets.py::SetTests::test_isdisjoint, test/dynamo/test_sets.py::SetTests::test_issubset, test/dynamo/test_sets.py::SetTests::test_issuperset, test/dynamo/test_sets.py::SetTests::test_pop, test/dynamo/test_sets.py::SetTests::test_remove, test/dynamo/test_sets.py::SetTests::test_symmetric_difference, test/dynamo/test_sets.py::SetTests::test_symmetric_difference_update, test/dynamo/test_sets.py::SetTests::test_to_frozenset, test/dynamo/test_sets.py::SetTests::test_to_set, test/dynamo/test_sets.py::SetTests::test_union, test/dynamo/test_sets.py::SetTests::test_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_add, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_and, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_or, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_sub, test/dynamo/test_sets.py::UserDefinedSetTests::test_binop_xor, test/dynamo/test_sets.py::UserDefinedSetTests::test_clear, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_eq, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_greater_than, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_less_than, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::UserDefinedSetTests::test_cmp_ne, test/dynamo/test_sets.py::UserDefinedSetTests::test_constructor_iterable, test/dynamo/test_sets.py::UserDefinedSetTests::test_contains, test/dynamo/test_sets.py::UserDefinedSetTests::test_copy, test/dynamo/test_sets.py::UserDefinedSetTests::test_difference, test/dynamo/test_sets.py::UserDefinedSetTests::test_difference_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_discard, test/dynamo/test_sets.py::UserDefinedSetTests::test_equality, test/dynamo/test_sets.py::UserDefinedSetTests::test_in_frozenset, test/dynamo/test_sets.py::UserDefinedSetTests::test_intersection, test/dynamo/test_sets.py::UserDefinedSetTests::test_intersection_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_isdisjoint, test/dynamo/test_sets.py::UserDefinedSetTests::test_issubset, test/dynamo/test_sets.py::UserDefinedSetTests::test_issuperset, test/dynamo/test_sets.py::UserDefinedSetTests::test_pop, test/dynamo/test_sets.py::UserDefinedSetTests::test_remove, test/dynamo/test_sets.py::UserDefinedSetTests::test_symmetric_difference, test/dynamo/test_sets.py::UserDefinedSetTests::test_symmetric_difference_update, test/dynamo/test_sets.py::UserDefinedSetTests::test_to_frozenset, test/dynamo/test_sets.py::UserDefinedSetTests::test_to_set, test/dynamo/test_sets.py::UserDefinedSetTests::test_union, test/dynamo/test_sets.py::UserDefinedSetTests::test_update, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_and, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_or, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_sub, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_binop_xor, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_eq, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_greater_than, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_greater_than_or_equal, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_less_than, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_less_than_or_equal, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_cmp_ne, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_constructor_iterable, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_contains, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_copy, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_difference, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_equality, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_in_frozenset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_intersection, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_isdisjoint, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_issubset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_issuperset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_symmetric_difference, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_to_frozenset, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_to_set, test/dynamo/test_sets.py::UserDefinedFrozensetTests::test_union 2025-08-14T22:43:15.1551810Z 2025-08-14T22:43:20.0885052Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:43:20.0887322Z import pkg_resources 2025-08-14T22:43:20.5840025Z Running dynamo/test_base_hop 1/1 ... [2025-08-14 22:43:20.583482] 2025-08-14T22:43:20.5840605Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:43:20.5845470Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_base_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:43:20.584108] 2025-08-14T22:43:28.3639480Z 2025-08-14T22:43:28.3641342Z dynamo/test_base_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_base_hop_1.1_7d0e88aeda6c3c8e_.log 2025-08-14T22:43:28.3647555Z Running 11 items in this shard: test/dynamo/test_base_hop.py::BaseHOPTest::test_aliasing_mutation_error, test/dynamo/test_base_hop.py::BaseHOPTest::test_aot_eager, test/dynamo/test_base_hop.py::BaseHOPTest::test_auto_functionalize, test/dynamo/test_base_hop.py::BaseHOPTest::test_dynamo, test/dynamo/test_base_hop.py::BaseHOPTest::test_eager_call, test/dynamo/test_base_hop.py::BaseHOPTest::test_int_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_none_input, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_pytree_in_out_with_mutation, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return, test/dynamo/test_base_hop.py::BaseHOPTest::test_schema_gen_single_return_with_mutation 2025-08-14T22:43:28.3651366Z 2025-08-14T22:43:30.5069716Z 2025-08-14T22:43:30.5071456Z export/test_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_passes_1.1_eadde92169681ada_.log 2025-08-14T22:43:30.5082106Z Running 26 items in this shard: test/export/test_passes.py::TestPasses::test_constant_folding_pass, test/export/test_passes.py::TestPasses::test_custom_obj_tuple_out, test/export/test_passes.py::TestPasses::test_fakify_script_objects, test/export/test_passes.py::TestPasses::test_fakify_script_objects_properly_handle_containers, test/export/test_passes.py::TestPasses::test_functionalization_with_view_copy, test/export/test_passes.py::TestPasses::test_inline_, test/export/test_passes.py::TestPasses::test_math_ops, test/export/test_passes.py::TestPasses::test_move_device_submod, test/export/test_passes.py::TestPasses::test_move_to_device_pass, test/export/test_passes.py::TestPasses::test_predispatch_autocast, test/export/test_passes.py::TestPasses::test_predispatch_autocast_and_set_grad, test/export/test_passes.py::TestPasses::test_predispatch_set_grad, test/export/test_passes.py::TestPasses::test_remove_auto_functionalized_pass, test/export/test_passes.py::TestPasses::test_remove_auto_functionalized_pass_tuple, test/export/test_passes.py::TestPasses::test_remove_effect_token_kwargs, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_cond, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_item, test/export/test_passes.py::TestPasses::test_runtime_assert_inline_constraints_for_nonzero, test/export/test_passes.py::TestPasses::test_runtime_assert_multiple_dims, test/export/test_passes.py::TestPasses::test_runtime_assert_one_dim, test/export/test_passes.py::TestPasses::test_runtime_assert_some_dims_not_specified, test/export/test_passes.py::TestPasses::test_runtime_assert_some_inps_not_used, test/export/test_passes.py::TestPasses::test_sequential_split, test/export/test_passes.py::TestPasses::test_sequential_split_graph, test/export/test_passes.py::TestPasses::test_view_to_view_copy, test/export/test_passes.py::TestPasses::test_views_op_having_view_copy 2025-08-14T22:43:30.5091019Z 2025-08-14T22:43:33.3008748Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:43:33.3010609Z import pkg_resources 2025-08-14T22:43:33.7738568Z Running dynamo/test_profiler 1/1 ... [2025-08-14 22:43:33.773326] 2025-08-14T22:43:33.7739398Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:43:33.7743285Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_profiler.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:43:33.773872] 2025-08-14T22:43:35.4892567Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:43:35.4894347Z import pkg_resources 2025-08-14T22:43:35.9893228Z Running test_content_store 1/1 ... [2025-08-14 22:43:35.988774] 2025-08-14T22:43:35.9894333Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:43:35.9897924Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_content_store.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:43:35.989348] 2025-08-14T22:43:41.7660726Z 2025-08-14T22:43:41.7663581Z test_content_store 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_content_store_1.1_884afd9bf0af7904_.log 2025-08-14T22:43:41.7665693Z Running 4 items in this shard: test/test_content_store.py::TestContentStoreCUDA::test_basic_cuda, test/test_content_store.py::TestContentStoreCUDA::test_load_tensor_cuda, test/test_content_store.py::TestContentStoreCUDA::test_repeated_hash_cuda, test/test_content_store.py::TestContentStoreCUDA::test_scalar_cuda 2025-08-14T22:43:41.7667196Z 2025-08-14T22:43:46.5081277Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:43:46.5083055Z import pkg_resources 2025-08-14T22:43:46.9772984Z Running dynamo/test_deviceguard 1/1 ... [2025-08-14 22:43:46.976798] 2025-08-14T22:43:46.9773563Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:43:46.9777791Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_deviceguard.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:43:46.977328] 2025-08-14T22:43:52.7031565Z 2025-08-14T22:43:52.7033380Z dynamo/test_deviceguard 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_deviceguard_1.1_cb36a1fa285abcbe_.log 2025-08-14T22:43:52.7035722Z Running 4 items in this shard: test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestDeviceGuard::test_device_guard_no_index, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard, test/dynamo/test_deviceguard.py::TestCUDADeviceGuard::test_device_guard_no_index 2025-08-14T22:43:52.7037390Z 2025-08-14T22:43:55.8336032Z 2025-08-14T22:43:55.8337538Z dynamo/test_profiler 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_profiler_1.1_e6f8abdbf9a539f4_.log 2025-08-14T22:43:55.8343034Z Running 11 items in this shard: test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_backend_compile, test/dynamo/test_profiler.py::DynamoProfilerTests::test_dynamo_timed_profiling_isolated, test/dynamo/test_profiler.py::DynamoProfilerTests::test_execution_trace_dynamic_shapes, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_list_compilation, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profile_dynamic_shapes_runtime, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_cache_lookup_profiler_step, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_dynamo_compiled_region, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_enabled, test/dynamo/test_profiler.py::DynamoProfilerTests::test_profiler_record_function_ignore 2025-08-14T22:43:55.8347810Z 2025-08-14T22:43:57.5774514Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:43:57.5776262Z import pkg_resources 2025-08-14T22:43:58.0486146Z Running dynamo/test_optimizers 1/1 ... [2025-08-14 22:43:58.048091] 2025-08-14T22:43:58.0487002Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:43:58.0490141Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_optimizers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:43:58.048587] 2025-08-14T22:44:00.8543953Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:00.8545713Z import pkg_resources 2025-08-14T22:44:01.3623774Z Running dynamo/test_debug_utils 1/1 ... [2025-08-14 22:44:01.361798] 2025-08-14T22:44:01.3624846Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:01.3628346Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_debug_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:01.362374] 2025-08-14T22:44:05.4784671Z 2025-08-14T22:44:05.4786325Z dynamo/test_optimizers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_optimizers_1.1_d34a82c328412dc1_.log 2025-08-14T22:44:05.4788219Z Running 3 items in this shard: test/dynamo/test_optimizers.py::End2EndTests::test_init_group, test/dynamo/test_optimizers.py::End2EndTests::test_optimizing_over_tensor_with_requires_grad, test/dynamo/test_optimizers.py::End2EndTests::test_state_dict 2025-08-14T22:44:05.4789437Z 2025-08-14T22:44:07.6402681Z 2025-08-14T22:44:07.6403694Z dynamo/test_debug_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_debug_utils_1.1_adfac9046706a7a1_.log 2025-08-14T22:44:07.6406573Z Running 4 items in this shard: test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_cast_model_to_fp64_dtype_args_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsCUDA::test_generate_env_vars_string_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_aot_graph_parser_cuda, test/dynamo/test_debug_utils.py::TestDebugUtilsDeviceCUDA::test_sym_aot_graph_parser_cuda 2025-08-14T22:44:07.6408464Z 2025-08-14T22:44:10.3354996Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:10.3356718Z import pkg_resources 2025-08-14T22:44:10.8083198Z Running dynamo/test_python_dispatcher 1/1 ... [2025-08-14 22:44:10.807818] 2025-08-14T22:44:10.8083793Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:10.8087392Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_python_dispatcher.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:10.808313] 2025-08-14T22:44:12.4203868Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:12.4205605Z import pkg_resources 2025-08-14T22:44:12.8901441Z Running export/test_lift_unlift 1/1 ... [2025-08-14 22:44:12.889642] 2025-08-14T22:44:12.8902017Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:12.8905513Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_lift_unlift.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:12.890141] 2025-08-14T22:44:17.3860468Z 2025-08-14T22:44:17.3861618Z dynamo/test_python_dispatcher 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_python_dispatcher_1.1_9395369690ddf7f2_.log 2025-08-14T22:44:17.3864957Z Running 6 items in this shard: test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key1, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key2, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key3, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key4, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_dispatch_key_set_guard, test/dynamo/test_python_dispatcher.py::PythonDispatcherTests::test_functorch_interpreter 2025-08-14T22:44:17.3867849Z 2025-08-14T22:44:18.3656975Z 2025-08-14T22:44:18.3658134Z export/test_lift_unlift 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_lift_unlift_1.1_3dd4ac467c785924_.log 2025-08-14T22:44:18.3660575Z Running 5 items in this shard: test/export/test_lift_unlift.py::TestLift::test_duplicate_constant_access, test/export/test_lift_unlift.py::TestLift::test_lift_basic, test/export/test_lift_unlift.py::TestLift::test_lift_nested, test/export/test_lift_unlift.py::TestLift::test_unlift_nonpersistent_buffer, test/export/test_lift_unlift.py::ConstantAttrMapTest::test_dict_api 2025-08-14T22:44:18.3662306Z 2025-08-14T22:44:22.4992104Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:22.4993855Z import pkg_resources 2025-08-14T22:44:23.0066208Z Running dynamo/test_compiler_bisector 1/1 ... [2025-08-14 22:44:23.006113] 2025-08-14T22:44:23.0066872Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:23.0071743Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_compiler_bisector.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:23.006740] 2025-08-14T22:44:23.3383385Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:23.3385104Z import pkg_resources 2025-08-14T22:44:23.8969434Z Running test_model_exports_to_core_aten 1/1 ... [2025-08-14 22:44:23.896397] 2025-08-14T22:44:23.8970029Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:23.8974315Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_model_exports_to_core_aten.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:23.896975] 2025-08-14T22:44:29.8737997Z 2025-08-14T22:44:29.8739923Z test_model_exports_to_core_aten 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_model_exports_to_core_aten_1.1_3520b6a21bfc227e_.log 2025-08-14T22:44:29.8741673Z Running 1 items in this shard: test/test_model_exports_to_core_aten.py::TestQuantizePT2EModels::test_vit_aten_export 2025-08-14T22:44:29.8742271Z 2025-08-14T22:44:32.0402627Z 2025-08-14T22:44:32.0403900Z dynamo/test_compiler_bisector 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_compiler_bisector_1.1_41466840bbbaf257_.log 2025-08-14T22:44:32.0408436Z Running 7 items in this shard: test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_bad_decomp, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_bad_lowering, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_crossref, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_eager_backend, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_emulate_precision_casts, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_joint_graph, test/dynamo/test_compiler_bisector.py::TestCompilerBisector::test_rng 2025-08-14T22:44:32.0412336Z 2025-08-14T22:44:34.9464166Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:34.9465912Z import pkg_resources 2025-08-14T22:44:35.4449629Z Running dynamo/test_package 1/1 ... [2025-08-14 22:44:35.444470] 2025-08-14T22:44:35.4450171Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:35.4453838Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:35.444969] 2025-08-14T22:44:37.0167674Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:37.0169440Z import pkg_resources 2025-08-14T22:44:37.5033993Z Running export/test_experimental 1/1 ... [2025-08-14 22:44:37.502886] 2025-08-14T22:44:37.5034614Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:37.5038688Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_experimental.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:37.503439] 2025-08-14T22:44:50.5943516Z 2025-08-14T22:44:50.5945520Z export/test_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_experimental_1.1_ac80133f07698207_.log 2025-08-14T22:44:50.5952705Z Running 8 items in this shard: test/export/test_experimental.py::TestExperiment::test_joint_basic, test/export/test_experimental.py::TestExperiment::test_joint_buffer_input_mutations, test/export/test_experimental.py::TestExperiment::test_joint_cifar10_backwards, test/export/test_experimental.py::TestExperiment::test_joint_dynamic, test/export/test_experimental.py::TestExperiment::test_joint_loss_index, test/export/test_experimental.py::TestExperiment::test_sticky_export, test/export/test_experimental.py::TestExperiment::test_sticky_export_dynamic, test/export/test_experimental.py::TestExperiment::test_sticky_export_nested_inp 2025-08-14T22:44:50.5958751Z 2025-08-14T22:44:55.5319136Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:44:55.5322497Z import pkg_resources 2025-08-14T22:44:56.0259000Z Running dynamo/test_input_attr_tracking 1/1 ... [2025-08-14 22:44:56.025357] 2025-08-14T22:44:56.0259586Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:44:56.0263067Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_input_attr_tracking.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:44:56.025917] 2025-08-14T22:45:10.4710007Z 2025-08-14T22:45:10.4711295Z dynamo/test_input_attr_tracking 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_input_attr_tracking_1.1_0b8160e878d67b64_.log 2025-08-14T22:45:10.4718157Z Running 12 items in this shard: test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_with_inline_reconstruct, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_complex_attr_access_without_graph_breaks, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_const_property_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_guards_correctly_property_assigned_on_tensor_type_change_inductor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_scoped_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_set_data_on_user_defined_class_input_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_assigned_on_tensor, test/dynamo/test_input_attr_tracking.py::TestInputAttrTracking::test_tensor_property_on_tensor 2025-08-14T22:45:10.4724544Z 2025-08-14T22:45:15.4960429Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:45:15.4962187Z import pkg_resources 2025-08-14T22:45:15.9983519Z Running dynamo/test_bytecode_utils 1/1 ... [2025-08-14 22:45:15.997713] 2025-08-14T22:45:15.9984649Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:45:15.9988616Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_bytecode_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:45:15.998313] 2025-08-14T22:45:26.5130227Z 2025-08-14T22:45:26.5131995Z dynamo/test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_package_1.1_4c0448ed2e9f69e9_.log 2025-08-14T22:45:26.5150777Z Running 46 items in this shard: test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_autotune_cache_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_autotune_cache_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_graph_breaks_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_graph_breaks_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_graph_breaks_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_lazy_backward_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_lazy_backward_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_lazy_backward_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_recompiles_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_recompiles_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_recompiles_device_xpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_serialize_device_cpu, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_serialize_device_cuda, test/dynamo/test_package.py::TestPackage::test_automatic_dynamo_serialize_device_xpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_basic_fn_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_call_function_from_resume_device_cpu, test/dynamo/test_package.py::TestPackage::test_call_function_from_resume_device_cuda, test/dynamo/test_package.py::TestPackage::test_call_function_from_resume_device_xpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_dynamic_shape_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_dynamo_cache_manual_load_device_cpu, test/dynamo/test_package.py::TestPackage::test_dynamo_cache_manual_load_device_cuda, test/dynamo/test_package.py::TestPackage::test_dynamo_cache_manual_load_device_xpu, test/dynamo/test_package.py::TestPackage::test_file_change, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_graph_break_bomb_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_eager_device_cpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_eager_device_cuda, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_eager_device_xpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_inductor_device_cpu, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_inductor_device_cuda, test/dynamo/test_package.py::TestPackage::test_lazy_backward_backend_inductor_device_xpu, test/dynamo/test_package.py::TestPackage::test_nn_module 2025-08-14T22:45:26.5168880Z 2025-08-14T22:45:29.0933243Z 2025-08-14T22:45:29.0934493Z dynamo/test_bytecode_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_bytecode_utils_1.1_a831441847dca7bd_.log 2025-08-14T22:45:29.0954156Z Running 21 items in this shard: test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_analysis_jump_backward_no_interrupt, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noprefix, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_bytecode_from_template_noreturn_const, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_compute_exception_table_nested, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_e2e_2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_encode_varint, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_entry_propagation, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_exception_table_parsing, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_extended_args_starts_line, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_if_tensor_is_none, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_310_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer1, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_linetable_311_writer2, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_lnotab_writer, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_py311_jump_offset, test/dynamo/test_bytecode_utils.py::BytecodeTests::test_remove_dead_code_with_exn_table_entries, test/dynamo/test_bytecode_utils.py::BytecodeHookTests::test_bytecode_hook 2025-08-14T22:45:29.0971978Z 2025-08-14T22:45:31.5061374Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:45:31.5064997Z import pkg_resources 2025-08-14T22:45:31.9833296Z Running export/test_hop 1/1 ... [2025-08-14 22:45:31.982725] 2025-08-14T22:45:31.9834380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:45:31.9838139Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_hop.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:45:31.983313] 2025-08-14T22:45:33.9216100Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:45:33.9217893Z import pkg_resources 2025-08-14T22:45:34.3919470Z Running export/test_converter 1/1 ... [2025-08-14 22:45:34.391431] 2025-08-14T22:45:34.3920033Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:45:34.3923757Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_converter.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:45:34.391914] 2025-08-14T22:45:55.6959536Z 2025-08-14T22:45:55.6960814Z export/test_converter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_converter_1.1_b05fe6d8a7bf1797_.log 2025-08-14T22:45:55.6978309Z Running 48 items in this shard: test/export/test_converter.py::TestConverter::test_aten___getitem___dict, test/export/test_converter.py::TestConverter::test_aten___getitem___list, test/export/test_converter.py::TestConverter::test_aten___is__, test/export/test_converter.py::TestConverter::test_aten___isnot__, test/export/test_converter.py::TestConverter::test_aten___not__, test/export/test_converter.py::TestConverter::test_aten_add_t, test/export/test_converter.py::TestConverter::test_aten_append_t, test/export/test_converter.py::TestConverter::test_aten_dim, test/export/test_converter.py::TestConverter::test_aten_floordiv, test/export/test_converter.py::TestConverter::test_aten_len, test/export/test_converter.py::TestConverter::test_aten_tensor_dtype_int, test/export/test_converter.py::TestConverter::test_aten_tensor_dynamic, test/export/test_converter.py::TestConverter::test_aten_tensor_prim_dtype, test/export/test_converter.py::TestConverter::test_aten_to_dtype_with_mutating_storage, test/export/test_converter.py::TestConverter::test_context_manager, test/export/test_converter.py::TestConverter::test_convert_func_without_param, test/export/test_converter.py::TestConverter::test_convert_if_basic, test/export/test_converter.py::TestConverter::test_convert_if_duplicate_attr_names, test/export/test_converter.py::TestConverter::test_convert_if_multiple_out, test/export/test_converter.py::TestConverter::test_convert_if_tuple_out, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_buffer, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_if_and_buffer, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_if_and_param, test/export/test_converter.py::TestConverter::test_convert_nn_module_with_nested_param, test/export/test_converter.py::TestConverter::test_convert_retrace_nested_scripted_modules, test/export/test_converter.py::TestConverter::test_convert_script_object, test/export/test_converter.py::TestConverter::test_get_tensor_constants, test/export/test_converter.py::TestConverter::test_hidden_input_name, test/export/test_converter.py::TestConverter::test_implicit_constant_to_tensor_handling, test/export/test_converter.py::TestConverter::test_prim_SetAttr, test/export/test_converter.py::TestConverter::test_prim_device, test/export/test_converter.py::TestConverter::test_prim_device_cuda, test/export/test_converter.py::TestConverter::test_prim_dtype, test/export/test_converter.py::TestConverter::test_prim_max, test/export/test_converter.py::TestConverter::test_prim_min, test/export/test_converter.py::TestConverter::test_prim_tolist, test/export/test_converter.py::TestConverter::test_profiler__record_function, test/export/test_converter.py::TestConverter::test_raise_exception, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model_with_opcontext, test/export/test_converter.py::TestConverter::test_ts2ep_convert_quantized_model_with_opcontext_and_constant, test/export/test_converter.py::TestConverter::test_ts2ep_converter_basic, test/export/test_converter.py::TestConverter::test_ts2ep_converter_container_output, test/export/test_converter.py::TestConverter::test_ts2ep_converter_contains, test/export/test_converter.py::TestConverter::test_ts2ep_converter_custom_op, test/export/test_converter.py::TestConverter::test_ts2ep_converter_unpack, test/export/test_converter.py::TestConverter::test_ts2ep_multi_outputs_on_call_ops, test/export/test_converter.py::TestConverter::test_ts2ep_with_loop 2025-08-14T22:45:55.6994993Z 2025-08-14T22:46:00.6631004Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:46:00.6633322Z import pkg_resources 2025-08-14T22:46:01.0049598Z 2025-08-14T22:46:01.0050844Z export/test_hop 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_hop_1.1_8f5e9a9de8718477_.log 2025-08-14T22:46:01.0066708Z Running 36 items in this shard: test/export/test_hop.py::TestHOPCUDA::test_aot_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_aot_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_pre_dispatch_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_retrace_export_while_loop_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_auto_functionalize_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_cond_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_flex_attention_backward_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_flex_attention_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_quant_packed_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_quant_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_invoke_subgraph_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_scan_simple_cuda_float32, test/export/test_hop.py::TestHOPCUDA::test_serialize_export_while_loop_simple_cuda_float32 2025-08-14T22:46:01.0082082Z 2025-08-14T22:46:01.1744158Z Running dynamo/test_error_messages 1/1 ... [2025-08-14 22:46:01.173920] 2025-08-14T22:46:01.1744751Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:46:01.1748651Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'dynamo/test_error_messages.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:46:01.174492] 2025-08-14T22:46:06.0715114Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:46:06.0716886Z import pkg_resources 2025-08-14T22:46:06.5674352Z Running export/test_sparse 1/1 ... [2025-08-14 22:46:06.566951] 2025-08-14T22:46:06.5675157Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:46:06.5680215Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'export/test_sparse.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:46:06.567609] 2025-08-14T22:46:16.1711349Z 2025-08-14T22:46:16.1712999Z dynamo/test_error_messages 1/1 was successful, full logs can be found in artifacts with path test/test-reports/dynamo.test_error_messages_1.1_050b787474fa8c26_.log 2025-08-14T22:46:16.1731984Z Running 41 items in this shard: test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_assert_failure_in_generic_ctx_mgr, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_backend_fake_tensor_exc, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_class_property, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_cpp_extension_recommends_custom_ops, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_branching_fullgraph, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_branching_gb, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_operator, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_data_dependent_operator2, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dict_items_input, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_disable_message, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamic_shape_operator, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamic_shape_operator_no_meta_kernel, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamo_graph_break_fn, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_dynamo_graph_break_fn_with_msg, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_faketensor_nyi, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_generic_ctx_mgr_graph_break, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_graph_break_in_buggy_resume_prologue, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_graph_break_traceback_above_dynamo_shows_user_code, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_graph_break_traceback_collapsed_resume_frames, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_internal_compiler_stacktrace_verbose, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_load_build_class, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_lru_cache_warning_logs_nested_call, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_lru_cache_warning_logs_user_stack_trace, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_nested_compile_user_frames, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_no_internal_compiler_stacktrace, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_observed_exception, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_optree_graph_break_message, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_reconstruction_failure, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_reconstruction_failure_gb, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_skipfile_call, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_skipfile_dynamo_call, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_skipfile_inline, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_slice_with_tensor, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_sort_with_nonconstant_keys, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_super_call_function, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_super_call_method, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_uninitialized_module, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_unsupported_builtin, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_unsupported_bytecode, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_unsupported_context, test/dynamo/test_error_messages.py::GraphBreakMessagesTest::test_warnings 2025-08-14T22:46:16.1751032Z 2025-08-14T22:46:21.1121994Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:46:21.1124152Z import pkg_resources 2025-08-14T22:46:21.6182531Z Running test_dynamic_shapes 1/1 ... [2025-08-14 22:46:21.617732] 2025-08-14T22:46:21.6183081Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:46:21.6186727Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dynamic_shapes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:46:21.618277] 2025-08-14T22:47:24.0517264Z 2025-08-14T22:47:24.0518689Z test_dynamic_shapes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dynamic_shapes_1.1_cdddb2c3e8c13424_.log 2025-08-14T22:47:24.0665411Z Running 331 items in this shard: test/test_dynamic_shapes.py::TestPySymInt::test_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_aten_ops, test/test_dynamic_shapes.py::TestPySymInt::test_avoid_unbacked_substitution, test/test_dynamic_shapes.py::TestPySymInt::test_backed_size_oblivious_01_spec, test/test_dynamic_shapes.py::TestPySymInt::test_baddbmm_symint, test/test_dynamic_shapes.py::TestPySymInt::test_binary, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard, test/test_dynamic_shapes.py::TestPySymInt::test_data_dependent_guard_propagate_real_tensors, test/test_dynamic_shapes.py::TestPySymInt::test_debug_has_internal_overlap_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_deepcopy, test/test_dynamic_shapes.py::TestPySymInt::test_duck_shape, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_simplification, test/test_dynamic_shapes.py::TestPySymInt::test_ephemeral_source_unified_with_non_ephemeral_source, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_basic, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_double_digits, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_prefer_later, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_refine_range, test/test_dynamic_shapes.py::TestPySymInt::test_expect_true_with_s0, test/test_dynamic_shapes.py::TestPySymInt::test_floor_clean_div_axioms, test/test_dynamic_shapes.py::TestPySymInt::test_floordiv_static, test/test_dynamic_shapes.py::TestPySymInt::test_fx_trace_intlist, test/test_dynamic_shapes.py::TestPySymInt::test_guard_int, test/test_dynamic_shapes.py::TestPySymInt::test_guard_refine_range, test/test_dynamic_shapes.py::TestPySymInt::test_int_bool, test/test_dynamic_shapes.py::TestPySymInt::test_int_conversion, test/test_dynamic_shapes.py::TestPySymInt::test_int_to_float, test/test_dynamic_shapes.py::TestPySymInt::test_max_of_unique_summation_opt, test/test_dynamic_shapes.py::TestPySymInt::test_meta_symint, test/test_dynamic_shapes.py::TestPySymInt::test_mul_int_oo_nan, test/test_dynamic_shapes.py::TestPySymInt::test_non_overlapping_and_dense, test/test_dynamic_shapes.py::TestPySymInt::test_non_overlapping_and_dense_unbacked, test/test_dynamic_shapes.py::TestPySymInt::test_numel, test/test_dynamic_shapes.py::TestPySymInt::test_numpy_sym_max, test/test_dynamic_shapes.py::TestPySymInt::test_numpy_sym_min, test/test_dynamic_shapes.py::TestPySymInt::test_prefer_deferred_runtime_assertions_over_guards, test/test_dynamic_shapes.py::TestPySymInt::test_print_readable_with_symints, test/test_dynamic_shapes.py::TestPySymInt::test_reverse_arith_ops, test/test_dynamic_shapes.py::TestPySymInt::test_roundtrip, test/test_dynamic_shapes.py::TestPySymInt::test_size_expressions, test/test_dynamic_shapes.py::TestPySymInt::test_specialize_zero_one, test/test_dynamic_shapes.py::TestPySymInt::test_statically_known_false, test/test_dynamic_shapes.py::TestPySymInt::test_statically_known_true, test/test_dynamic_shapes.py::TestPySymInt::test_stride, test/test_dynamic_shapes.py::TestPySymInt::test_sym_ceil, test/test_dynamic_shapes.py::TestPySymInt::test_sym_floor, test/test_dynamic_shapes.py::TestPySymInt::test_sym_int, test/test_dynamic_shapes.py::TestPySymInt::test_sym_ite, test/test_dynamic_shapes.py::TestPySymInt::test_sym_log2, test/test_dynamic_shapes.py::TestPySymInt::test_sym_max_multi_max_simplify, test/test_dynamic_shapes.py::TestPySymInt::test_sym_sqrt, test/test_dynamic_shapes.py::TestPySymInt::test_sym_sum, test/test_dynamic_shapes.py::TestPySymInt::test_sym_trunc, test/test_dynamic_shapes.py::TestPySymInt::test_symint_args, test/test_dynamic_shapes.py::TestPySymInt::test_symint_as_scalar, test/test_dynamic_shapes.py::TestPySymInt::test_symint_bitwise_and, test/test_dynamic_shapes.py::TestPySymInt::test_symint_bitwise_or, test/test_dynamic_shapes.py::TestPySymInt::test_symint_vargs, test/test_dynamic_shapes.py::TestPySymInt::test_sympify_symint, test/test_dynamic_shapes.py::TestPySymInt::test_sympy_optimized_add, test/test_dynamic_shapes.py::TestPySymInt::test_sympy_optimized_add_binary_search, test/test_dynamic_shapes.py::TestPySymInt::test_tensor_factory_with_symint, test/test_dynamic_shapes.py::TestPySymInt::test_tracing_sym_ite, test/test_dynamic_shapes.py::TestPySymInt::test_unbacked_substitution, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_abs, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_add, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_and, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_bitwise_and, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_bitwise_or, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ceil, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_eq, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_float_pow, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_float_truediv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_floor, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ge, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_gt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_int_floordiv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_int_truediv, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_is_integer, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_le, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_lt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mod, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_mul, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_ne, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_neg, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_or, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_pow_by_natural, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_round, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_rshift, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sub, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_acos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_asin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_atan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cos, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_cosh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_ite, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_log2, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_max, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_min, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_not, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sin, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sinh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_sqrt, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tan, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_sym_tanh, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_bool_method_fn_trunc, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_abs_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_add_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_and_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_bitwise_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ceil_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_eq_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_pow_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_float_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_floor_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ge_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_gt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_floordiv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_int_truediv_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_is_integer_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_le_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lshift_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_lt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mod_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_mul_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_ne_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_neg_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_or_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_pow_by_natural_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_round_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_rshift_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sub_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_acos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_asin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_atan_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cos_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_cosh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_float_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_ite_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_log2_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_max_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_min_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_not_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sin_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sinh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_sqrt_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tan_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_sym_tanh_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_float_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_float_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_float, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_method_fn_trunc_first_type_int_second_type_int, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_non_symbolic_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_stride_symnode, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_deepcopy, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symint_hashing, test/test_dynamic_shapes.py::TestSymNumberMagicMethods::test_symnode_hashing, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_assumptions, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_div_by_one, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_float_int, test/test_dynamic_shapes.py::TestFloorDiv::test_floordiv_simplify, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_congruences_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_error, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_reduce_inequalities_simple, test/test_dynamic_shapes.py::TestDimConstraints::test_dim_constraints_solve_full, test/test_dynamic_shapes.py::TestDimConstraints::test_simplify_max_1_0, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guard_or_false, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guard_or_true, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_div, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_float_print, test/test_dynamic_shapes.py::TestGuardsExpressions::test_guards_gt_lt, test/test_dynamic_shapes.py::TestGuardsExpressions::test_remove_symbols_without_guarding, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_neq_assert_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_neq_assert_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_eq_assert_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_eq_assert_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_or_assert_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_sym_or_assert_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_with_unbacked_input_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_deferred_with_unbacked_input_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_has_free_symbols, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert1_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert1_backend_inductor, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert2_backend_eager, test/test_dynamic_shapes.py::TestUnbacked::test_post_specialize_runtime_assert2_backend_inductor, test/test_dynamic_shapes.py::TestUbackedOps::test_invalid_view_unbacked_view, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_contiguous, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_non_contigious_reshape_failing, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_reshape1, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_reshape2, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_select2, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_select_index, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_select_index_cpp_wrapper, test/test_dynamic_shapes.py::TestUbackedOps::test_unbacked_select_index_with_check, test/test_dynamic_shapes.py::TestUbackedOps::test_unbind_not_dynamic 2025-08-14T22:47:24.0806040Z 2025-08-14T22:47:28.9841034Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:47:28.9843162Z import pkg_resources 2025-08-14T22:47:29.4794980Z Running higher_order_ops/test_invoke_subgraph 1/1 ... [2025-08-14 22:47:29.478969] 2025-08-14T22:47:29.4795628Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:47:29.4799228Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_subgraph.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:47:29.479504] 2025-08-14T22:48:47.8441742Z 2025-08-14T22:48:47.8447206Z higher_order_ops/test_invoke_subgraph 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_subgraph_1.1_545725777ba4e383_.log 2025-08-14T22:48:47.8479836Z Running 66 items in this shard: test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_aot_function, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_multiple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraph::test_simple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_ac_rng, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_auto_functionalize, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_autograd_function, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_buffer_mutation_errors_under_training, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_buffer_mutation_works_under_no_grad, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_bwd_partitioning, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_complex, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_const_tensor, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dce, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dedupe, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_strides_in_backward, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_different_symint, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_differing_strides_for_grad_outs, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_div, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dropout_checks_joint_graph_inference, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_dynamic, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fail_with_direct_invoke_subgraph, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_fake_tensor_checking, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_gen_schema_with_buffer_mutation, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_input_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_inference_mode, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_mutiple_times, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_mutation_mutiple_times_fake_tensor_cahche_hit, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_input_output_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_kwargs_only, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_list, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_mod_attr_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_forward, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_module_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_nonlocal_update, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_normalize_gm, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_output_output_aliasing, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_preserves_output_strides, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_preserves_strides, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_redundant_compile_region, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_return_none_from_fwd, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_sdpa, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_simple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_symint_from_fwd_to_bwd, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_triton_kernel_native, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_tuple_of_tuple, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_unbacked_symbol, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphCompile::test_view_to_reshape, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_multiple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_func, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_simple_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportNonstrict::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_multiple_module, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_pending_unbacked, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_func, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_simple_method, test/higher_order_ops/test_invoke_subgraph.py::TestInvokeSubgraphExportStrict::test_unbacked, test/higher_order_ops/test_invoke_subgraph.py::NegativeTesting::test_graph_break 2025-08-14T22:48:47.8511518Z 2025-08-14T22:48:52.7457204Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:48:52.7458938Z import pkg_resources 2025-08-14T22:48:53.2243261Z Running test_package 1/1 ... [2025-08-14 22:48:53.223859] 2025-08-14T22:48:53.2243770Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:48:53.2248136Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_package.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:48:53.224417] 2025-08-14T22:49:01.6050053Z 2025-08-14T22:49:01.6051040Z test_package 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_package_1.1_586e8e1426479cd1_.log 2025-08-14T22:49:01.6092436Z Running 137 items in this shard: test/test_package.py::TestAnalyze::test_trace_dependencies, test/test_package.py::TestDependencyAPI::test_allow_empty_with_error, test/test_package.py::TestDependencyAPI::test_broken_dependency, test/test_package.py::TestDependencyAPI::test_deny, test/test_package.py::TestDependencyAPI::test_deny_glob, test/test_package.py::TestDependencyAPI::test_extern, test/test_package.py::TestDependencyAPI::test_extern_glob, test/test_package.py::TestDependencyAPI::test_extern_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_externing_c_extension, test/test_package.py::TestDependencyAPI::test_implicit_intern, test/test_package.py::TestDependencyAPI::test_intern_error, test/test_package.py::TestDependencyAPI::test_invalid_import, test/test_package.py::TestDependencyAPI::test_mock, test/test_package.py::TestDependencyAPI::test_mock_glob, test/test_package.py::TestDependencyAPI::test_mock_glob_allow_empty, test/test_package.py::TestDependencyAPI::test_pickle_mocked, test/test_package.py::TestDependencyAPI::test_pickle_mocked_all, test/test_package.py::TestDependencyAPI::test_repackage_mocked_module, test/test_package.py::TestDependencyHooks::test_extern_and_mock_hook, test/test_package.py::TestDependencyHooks::test_multiple_extern_hooks, test/test_package.py::TestDependencyHooks::test_multiple_mock_hooks, test/test_package.py::TestDependencyHooks::test_remove_hooks, test/test_package.py::TestDependencyHooks::test_single_hook, test/test_package.py::TestDiGraph::test_all_paths, test/test_package.py::TestDiGraph::test_contains, test/test_package.py::TestDiGraph::test_contains_non_hashable, test/test_package.py::TestDiGraph::test_edges, test/test_package.py::TestDiGraph::test_forward_closure, test/test_package.py::TestDiGraph::test_iter, test/test_package.py::TestDiGraph::test_node_attr_update, test/test_package.py::TestDiGraph::test_node_attrs, test/test_package.py::TestDiGraph::test_predecessor_not_in_graph, test/test_package.py::TestDiGraph::test_predecessors, test/test_package.py::TestDiGraph::test_successor_not_in_graph, test/test_package.py::TestDiGraph::test_successors, test/test_package.py::DirectoryReaderTest::test_importer_access, test/test_package.py::DirectoryReaderTest::test_loading_has_record, test/test_package.py::DirectoryReaderTest::test_loading_module, test/test_package.py::DirectoryReaderTest::test_loading_pickle, test/test_package.py::DirectoryReaderTest::test_package_resource_access, test/test_package.py::DirectoryReaderTest::test_resource_access_by_path, test/test_package.py::DirectoryReaderTest::test_resource_reader, test/test_package.py::DirectoryReaderTest::test_scriptobject_failure_message, test/test_package.py::TestGlobGroup::test_exclude, test/test_package.py::TestGlobGroup::test_exclude_from_all, test/test_package.py::TestGlobGroup::test_invalid_raw, test/test_package.py::TestGlobGroup::test_list_include_exclude, test/test_package.py::TestGlobGroup::test_one_star, test/test_package.py::TestGlobGroup::test_one_star_middle, test/test_package.py::TestGlobGroup::test_one_star_multiple_in_component, test/test_package.py::TestGlobGroup::test_one_star_partial, test/test_package.py::TestGlobGroup::test_one_star_partial_extension, test/test_package.py::TestGlobGroup::test_raw_two_star, test/test_package.py::TestGlobGroup::test_two_star, test/test_package.py::TestGlobGroup::test_two_star_end, test/test_package.py::TestGlobGroup::test_two_star_middle, test/test_package.py::TestGlobGroup::test_two_star_multiple, test/test_package.py::TestImporter::test_ordered_importer_basic, test/test_package.py::TestImporter::test_ordered_importer_whichmodule, test/test_package.py::TestImporter::test_package_importer_whichmodule_no_dunder_module, test/test_package.py::TestImporter::test_single_ordered_importer, test/test_package.py::TestImporter::test_sys_importer, test/test_package.py::TestImporter::test_sys_importer_roundtrip, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_fx_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_nn_module, test/test_package.py::TestLoadBCPackages::test_load_bc_packages_torchscript_module, test/test_package.py::TestMangling::test_demangle_base, test/test_package.py::TestMangling::test_demangler_multiple_manglers, test/test_package.py::TestMangling::test_is_mangled, test/test_package.py::TestMangling::test_mangle_empty_errors, test/test_package.py::TestMangling::test_mangle_prefix, test/test_package.py::TestMangling::test_mangler_is_consistent, test/test_package.py::TestMangling::test_package_mangler, test/test_package.py::TestMangling::test_roundtrip_mangling, test/test_package.py::TestMangling::test_unique_manglers, test/test_package.py::TestMangling::test_unique_module_names, test/test_package.py::TestMisc::test_dunder_package_present, test/test_package.py::TestMisc::test_dunder_package_works_from_package, test/test_package.py::TestMisc::test_exporter_content_lists, test/test_package.py::TestMisc::test_file_structure, test/test_package.py::TestMisc::test_file_structure_has_file, test/test_package.py::TestMisc::test_inspect_class, test/test_package.py::TestMisc::test_is_from_package, test/test_package.py::TestMisc::test_load_python_version_from_package, test/test_package.py::TestMisc::test_loaders_that_remap_files_work_ok, test/test_package.py::TestMisc::test_python_version, test/test_package.py::TestMisc::test_std_lib_sys_hackery_checks, test/test_package.py::ModelTest::test_model_save, test/test_package.py::ModelTest::test_resnet, test/test_package.py::ModelTest::test_script_resnet, test/test_package.py::TestPackageFX::test_package_fx_custom_tracer, test/test_package.py::TestPackageFX::test_package_fx_package, test/test_package.py::TestPackageFX::test_package_fx_simple, test/test_package.py::TestPackageFX::test_package_fx_with_imports, test/test_package.py::TestPackageFX::test_package_fx_wrap, test/test_package.py::TestPackageFX::test_package_gm_preserve_stack_trace, test/test_package.py::TestPackageFX::test_package_then_fx, test/test_package.py::TestPackageScript::test_different_package_interface, test/test_package.py::TestPackageScript::test_different_package_script_class, test/test_package.py::TestPackageScript::test_load_shared_scriptmodules, test/test_package.py::TestPackageScript::test_load_shared_tensors, test/test_package.py::TestPackageScript::test_load_shared_tensors_repackaged, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules, test/test_package.py::TestPackageScript::test_mixing_packaged_and_inline_modules_shared_code, test/test_package.py::TestPackageScript::test_package_interface, test/test_package.py::TestPackageScript::test_package_script_class, test/test_package.py::TestPackageScript::test_package_script_class_referencing_self, test/test_package.py::TestPackageScript::test_save_eager_mods_sharing_scriptmodule, test/test_package.py::TestPackageScript::test_save_independent_scriptmodules, test/test_package.py::TestPackageScript::test_save_repeat_scriptmodules, test/test_package.py::TestPackageScript::test_save_scriptmodule, test/test_package.py::TestPackageScript::test_save_scriptmodule_file, test/test_package.py::TestPackageScript::test_save_scriptmodule_only_necessary_code, test/test_package.py::TestPackageScript::test_save_scriptmodule_with_submods, test/test_package.py::TestPackageScript::test_save_scriptmodules_in_container, test/test_package.py::TestPackageScript::test_save_scriptmodules_submod_redefinition, test/test_package.py::TestPackageScript::test_save_shared_tensors, test/test_package.py::TestPackageScript::test_saving_and_scripting_packaged_mod, test/test_package.py::TestPackageScript::test_scriptmodules_repeat_save, test/test_package.py::TestPackageScript::test_tensor_sharing_pickle, test/test_package.py::TestRepackage::test_repackage_import_indirectly_via_parent_module, test/test_package.py::TestResources::test_importer_access, test/test_package.py::TestResources::test_package_resource_access, test/test_package.py::TestResources::test_resource_access_by_path, test/test_package.py::TestResources::test_resource_reader, test/test_package.py::TestSaveLoad::test_bad_dunder_imports, test/test_package.py::TestSaveLoad::test_dunder_imports, test/test_package.py::TestSaveLoad::test_exporting_mismatched_code, test/test_package.py::TestSaveLoad::test_pickle, test/test_package.py::TestSaveLoad::test_pickle_long_name_with_protocol_4, test/test_package.py::TestSaveLoad::test_save_imported_module, test/test_package.py::TestSaveLoad::test_save_imported_module_using_package_importer, test/test_package.py::TestSaveLoad::test_save_load_fp8, test/test_package.py::TestSaveLoad::test_save_module, test/test_package.py::TestSaveLoad::test_save_module_binary, test/test_package.py::TestSaveLoad::test_saving_source, test/test_package.py::TestSaveLoad::test_saving_string 2025-08-14T22:49:01.6132059Z 2025-08-14T22:49:06.4197836Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:49:06.4199571Z import pkg_resources 2025-08-14T22:49:06.8932956Z Running functorch/test_rearrange 1/1 ... [2025-08-14 22:49:06.892790] 2025-08-14T22:49:06.8933561Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:49:06.8938244Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_rearrange.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:49:06.893410] 2025-08-14T22:49:12.4686945Z 2025-08-14T22:49:12.4687996Z functorch/test_rearrange 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_rearrange_1.1_996c6e722e4006b0_.log 2025-08-14T22:49:12.4692756Z Running 10 items in this shard: test/functorch/test_rearrange.py::TestRearrange::test_0_dim_tensor, test/functorch/test_rearrange.py::TestRearrange::test_collapsed_ellipsis_errors_out, test/functorch/test_rearrange.py::TestRearrange::test_concatenations_and_stacking, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_no_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_dimension_mismatch_with_ellipsis, test/functorch/test_rearrange.py::TestRearrange::test_ellipsis_ops, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_consistency, test/functorch/test_rearrange.py::TestRearrange::test_rearrange_permutations, test/functorch/test_rearrange.py::TestRearrange::test_squeeze, test/functorch/test_rearrange.py::TestRearrange::test_unsqueeze 2025-08-14T22:49:12.4696560Z 2025-08-14T22:49:17.3152993Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:49:17.3154725Z import pkg_resources 2025-08-14T22:49:17.8023752Z Running functorch/test_parsing 1/1 ... [2025-08-14 22:49:17.801853] 2025-08-14T22:49:17.8024498Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:49:17.8028007Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_parsing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:49:17.802366] 2025-08-14T22:49:23.1271916Z 2025-08-14T22:49:23.1273681Z functorch/test_parsing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_parsing_1.1_acba0ac8e7886e71_.log 2025-08-14T22:49:23.1280909Z Running 12 items in this shard: test/functorch/test_parsing.py::TestAnonymousAxis::test_anonymous_axes, test/functorch/test_parsing.py::TestParsedExpression::test_elementary_axis_name, test/functorch/test_parsing.py::TestParsedExpression::test_invalid_expressions, test/functorch/test_parsing.py::TestParsedExpression::test_parse_expression, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_invalid_identifier, test/functorch/test_parsing.py::TestParsingUtils::test_ellipsis_matching, test/functorch/test_parsing.py::TestParsingUtils::test_left_parenthesized_ellipsis, test/functorch/test_parsing.py::TestParsingUtils::test_parse_pattern_number_of_arrows, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_identifier_mismatch, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_non_unitary_anonymous_axes_raises_error, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_unexpected_axes_lengths, test/functorch/test_parsing.py::TestValidateRearrangeExpressions::test_validate_axes_lengths_are_integers 2025-08-14T22:49:23.1286414Z 2025-08-14T22:49:28.0037706Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:49:28.0039437Z import pkg_resources 2025-08-14T22:49:28.5014841Z Running test_hop_infra 1/1 ... [2025-08-14 22:49:28.500963] 2025-08-14T22:49:28.5015376Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:49:28.5019371Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_hop_infra.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:49:28.501534] 2025-08-14T22:49:34.6280618Z 2025-08-14T22:49:34.6282698Z test_hop_infra 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_hop_infra_1.1_5d4da73c1f583184_.log 2025-08-14T22:49:34.6284935Z Running 3 items in this shard: test/test_hop_infra.py::TestHOPInfra::test_all_hops_are_imported, test/test_hop_infra.py::TestHOPInfra::test_all_hops_have_opinfo, test/test_hop_infra.py::TestHOPInfra::test_imports_from_all_work 2025-08-14T22:49:34.6286012Z 2025-08-14T22:49:39.4989297Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:49:39.4991027Z import pkg_resources 2025-08-14T22:49:39.9938476Z Running test_comparison_utils 1/1 ... [2025-08-14 22:49:39.993382] 2025-08-14T22:49:39.9939025Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:49:39.9943240Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_comparison_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:49:39.993906] 2025-08-14T22:49:45.4192186Z 2025-08-14T22:49:45.4193667Z test_comparison_utils 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_comparison_utils_1.1_ec0e73e1a92e83fc_.log 2025-08-14T22:49:45.4197539Z Running 7 items in this shard: test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert, test/test_comparison_utils.py::TestComparisonUtils::test_all_equal_no_assert_nones, test/test_comparison_utils.py::TestComparisonUtils::test_assert_device, test/test_comparison_utils.py::TestComparisonUtils::test_assert_dtype, test/test_comparison_utils.py::TestComparisonUtils::test_assert_layout, test/test_comparison_utils.py::TestComparisonUtils::test_assert_sizes, test/test_comparison_utils.py::TestComparisonUtils::test_assert_strides 2025-08-14T22:49:45.4201878Z 2025-08-14T22:49:50.3689270Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:49:50.3691023Z import pkg_resources 2025-08-14T22:49:50.8676501Z Running functorch/test_control_flow 1/1 ... [2025-08-14 22:49:50.867137] 2025-08-14T22:49:50.8677103Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:49:50.8680765Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_control_flow.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:49:50.867673] 2025-08-14T22:55:20.8700486Z 2025-08-14T22:55:20.8701551Z functorch/test_control_flow 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_control_flow_1.1_d7e4f6210217d6a7_.log 2025-08-14T22:55:20.9604775Z Running 1317 items in this shard: test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_complex, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_different_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_gpu, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_grad_through_cond, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_inner_fn, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_inner_tensor, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_mixed_require_grad, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_nested, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_pytree_input, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_pytree_not_all_inputs_used, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_same_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_cond_autograd_simple, 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_cond_autograd_zeros_unused_branch_complex_compile_fail_compile_mode_compile_dynamic_shape_scalar_False, test/functorch/test_control_flow.py::TestControlFlow::test_cond_gpu, test/functorch/test_control_flow.py::TestControlFlow::test_cond_in_forloop, test/functorch/test_control_flow.py::TestControlFlow::test_cond_no_trace, 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_autograd_no_grad_output, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_simple, test/functorch/test_control_flow.py::TestControlFlow::test_map_autograd_simple_partial_grad, test/functorch/test_control_flow.py::TestControlFlow::test_map_dict_in_out, test/functorch/test_control_flow.py::TestControlFlow::test_map_gpu, test/functorch/test_control_flow.py::TestControlFlow::test_map_illegal_inputs, test/functorch/test_control_flow.py::TestControlFlow::test_map_illegal_outputs, test/functorch/test_control_flow.py::TestControlFlow::test_map_list_in_out, 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_cpu_autograd_True, 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_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_False_compile_mode_none_cpu_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_False, 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_False, 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_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_binary_operator_reverse_True_compile_mode_eager_cuda_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_False, 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_carry_carry_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_carry_output_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_compile_mode_eager_autograd_False, 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_compile_mode_none_autograd_True, 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_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_complex_cuda, 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_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_eager_partial_grad_random_cuda, 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_eager_partial_grad_xs_cuda, 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_additional_inputs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_complex_cuda, 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_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_random_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_False_compile_mode_none_partial_grad_xs_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_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_complex_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_init_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_eager_partial_grad_random_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_cpu, 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_cpu, 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_complex_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_complex_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_init_cpu, 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_random_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_random_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_RNN_partial_autograd_reverse_True_compile_mode_none_partial_grad_xs_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_eager_cuda_autograd_False, 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_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_False_compile_mode_none_cpu_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_False_compile_mode_none_cuda_autograd_True, 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_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_carries_ys_same_grad_reverse_True_compile_mode_none_cpu_autograd_True, 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_carries_ys_same_grad_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_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_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_eager_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_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_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_all_reverse_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_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_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_all_reverse_True_compile_mode_none_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_cpu_autograd_True, 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_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_cpu_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_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_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_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_none_cpu_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_additional_inputs_partial_reverse_True_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_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_partial_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_closure_combine_fn_with_no_grad_additional_inputs_partial_reverse_True_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_True_compile_mode_none_cpu_autograd_False, 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test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cpu_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cpu_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cpu_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cuda_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cuda_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cuda_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cuda_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_eager_cuda_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cpu_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cpu_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cpu_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cpu_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cpu_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_complex64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_float16, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_float32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_int32, test/functorch/test_control_flow.py::TestControlFlow::test_scan_dtype_reverse_True_compile_mode_none_cuda_int64, test/functorch/test_control_flow.py::TestControlFlow::test_scan_float_output, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_non_tensor, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_False_compile_mode_none_cuda_autograd_False, 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_pytree_complex_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_pytree_complex_reverse_True_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_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_False_compile_mode_none_cpu_autograd_True, 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_False_compile_mode_none_cuda_autograd_True, 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_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_reverse_True_compile_mode_eager_cuda_autograd_True, 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_init_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_scanned_0, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_carry_shape, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_False_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_False_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_True_cpu, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_complex_reverse_True_cuda, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_init_longer_carry, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_pytree_init_shorter_carry, test/functorch/test_control_flow.py::TestControlFlow::test_scan_init_wrong_shape, test/functorch/test_control_flow.py::TestControlFlow::test_scan_input_carry_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_input_mutation, test/functorch/test_control_flow.py::TestControlFlow::test_scan_input_output_alias, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_False_compile_mode_none_cuda_autograd_True, 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_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_non_pointwise_reverse_True_compile_mode_eager_cuda_autograd_True, 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_cpu_autograd_True, 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_one_return, test/functorch/test_control_flow.py::TestControlFlow::test_scan_pytree_output, test/functorch/test_control_flow.py::TestControlFlow::test_scan_simple_graph, test/functorch/test_control_flow.py::TestControlFlow::test_scan_simple_graph_wrong_dtype, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_eager_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_False_compile_mode_none_cpu_autograd_True, 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_False_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cpu_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_eager_cpu_autograd_True, 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_eager_cuda_autograd_True, 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_tuple_reverse_True_compile_mode_none_cpu_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cuda_autograd_False, test/functorch/test_control_flow.py::TestControlFlow::test_scan_tuple_reverse_True_compile_mode_none_cuda_autograd_True, test/functorch/test_control_flow.py::TestControlFlow::test_scan_wrong_pytree, test/functorch/test_control_flow.py::TestControlFlow::test_scan_y_less_ndim_then_dim, test/functorch/test_control_flow.py::TestControlFlow::test_while_loop_gpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_eager_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_binary_operator_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_combine_fn_wrong_meta_in_combine_fn, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_dynamic_shape_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_dynamic_shape_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_compile_dynamic_shape_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_eager_combine_mode_generic_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_eager_combine_mode_generic_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_eager_combine_mode_pointwise_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_eager_combine_mode_pointwise_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_compile_reverse_False_compile_mode_none_combine_mode_generic_cpu, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_matmul_combine_mode_pointwise_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_generic_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_downstream_scan_scan_combine_mode_pointwise_compile_mode_none_reverse_True_cuda, 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, 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, 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, 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_cuda, 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_cpu, 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, 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_True_cpu, 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_True_cuda, 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, 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, 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_cpu, 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, 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, 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, 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, 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, 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, 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, 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, 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, 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_cpu, 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, 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, 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, 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_False_cpu, 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_False_cuda, 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, 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, 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_False_cpu, 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_False_cuda, 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, 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, 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_False_cpu, 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_False_cuda, 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_cpu, 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, 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, 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, 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, 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_cuda, 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_cpu, 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, 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_True_cpu, 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_True_cuda, 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_False_cpu, 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_False_cuda, 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_cpu, 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, 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, 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_cuda, 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_cpu, 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, 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_False_cpu, 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_False_cuda, 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, 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_cuda, 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, 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, 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, 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_cuda, 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, 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, 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_cpu, 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, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_compile_dynamic_shape_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_expand_in_combine_fn_compile_mode_eager_combine_mode_generic_reverse_True_cuda, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_eager_combine_mode_pointwise_reverse_False_cuda, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_shape_check_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_generic_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_compile_combine_mode_pointwise_reverse_True_cuda, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_freevars_simple_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_input_mutation, 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_cpu, 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, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_loop_in_combine_fn_compile_mode_compile_dynamic_shape_loop_type_for_reverse_True_cpu, 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test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_tuple_compile_mode_none_combine_mode_pointwise_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_dynamic_shape_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_compile_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_eager_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_False_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_False_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_True_cpu, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_vmap_in_combine_fn_compile_mode_none_reverse_True_cuda, test/functorch/test_control_flow.py::AssociativeScanTests::test_associative_scan_wrong_pytree, 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, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_eager_run_with_item, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_aot_func_check_functional, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_data_dependent_pred, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_input_aliasing_with_aot_func, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_input_mutation_on_false_branch, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_input_mutation_on_true_branch, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_nested_input_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_nested_input_mutation_with_aot_func, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_functionalized_output_alias_input, 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_output_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_mismatched_branch_output_dynamic_True_backend_eager, 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_False_backend_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_mismatched_branch_strided_output_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_multi, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_multi_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_other_inputs, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_traced_other_inputs_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_with_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_nested_with_closure_graph_module, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_no_dynamo_cache_limit, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_retrace_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_simple_with_linear_compile_check_graph, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_subgraph_same_shape_env_as_parent, 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_trace_set__and_mutate_intermediate, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_traced_not_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_traced_not_nested_fake_tensor, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_0, 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_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_function_nOperands_1_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_0, 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_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_0, 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_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_2, 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_boolTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_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_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_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_0, 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_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_module_nOperands_1_nClosure_0_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_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_0_nClosure_0_nesting_2, 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_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_bool_innerFnType_object_nOperands_1_nClosure_0_nesting_2, 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_bool_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_2, 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_function_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_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_0, 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_module_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_module_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_0_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_0, 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_floatTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_floatTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_function_nOperands_0_nClosure_1_nesting_2, 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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_0_nClosure_1_nesting_2, 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_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_module_nOperands_1_nClosure_1_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_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_0_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_tracing_with_valid_inputs_predType_intTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_unbacked_symint_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_args_with_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_inputs, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_outputs_nClosure_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_multiple_outputs_nClosure_1, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_function_nOperands_2_nClosure_0_nesting_0, 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_vmap_predType_boolTensor_innerFnType_module_nOperands_2_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_module_nOperands_2_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_1_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_2_nClosure_0_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_predType_boolTensor_innerFnType_object_nOperands_2_nClosure_1_nesting_0, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_vmap_single_input_with_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_consecutive_make_fx_symbolic, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_module_param_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_module_python_scalar_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_sym_pred, test/functorch/test_control_flow.py::TestControlFlowTraced::test_cond_with_tensor_closure, 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_hop_raises_if_not_overriding_call, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_input_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_mutation_inference_mode_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_mutation_inference_mode_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_input_output_alias, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_functionalized_aot_func, 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_map_functionalized_elem_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_map_unfunc_boolean_tensor_for_nested_map_cond, test/functorch/test_control_flow.py::TestControlFlowTraced::test_merge_output, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_cond_map_cond_symbolic, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_map_cond_real, test/functorch/test_control_flow.py::TestControlFlowTraced::test_nested_map_cond_symbolic, test/functorch/test_control_flow.py::TestControlFlowTraced::test_raise_error_on_mismatch_tensor_size, 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, 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, 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_pytree_closure, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_autograd_aot_functionalized, 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_real, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_dict, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_list, test/functorch/test_control_flow.py::TestControlFlowTraced::test_tracing_map_symbolic_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_two_hops_not_sharing_code_obj, test/functorch/test_control_flow.py::TestControlFlowTraced::test_vmap_vmap_boolcond_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_vmap_vmap_boolcond_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_const_and_symint_output, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_int_carry, 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_nested2, 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_pytree_int_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_aot_eager_while_loop_test_simple_with_mutation, 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_const_and_symint_output, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_int_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_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_nested_with_linear, 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, 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_compile_backend_eager_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_compile_backend_eager_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_cpp_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_functorch_while_loop_test_simple_with_pytree_carry, 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_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_no_while_loop_test_simple, 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_no_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_nested2, 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_functionalize_func_type_python_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_functionalize_func_type_python_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_nested2_traced, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_nested_traced, 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_constant_and_symint_output_export_strict_False_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_False_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_True_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_constant_and_symint_output_export_strict_True_dynamic_True, 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_False_backend_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_compile_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_export_strict_False_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_export_strict_False_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_int_carry_export_strict_True_dynamic_False, 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_op_pytree_int_carry_compile_dynamic_False_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_False_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_True_backend_aot_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_compile_dynamic_True_backend_eager, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_False_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_False_dynamic_True, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_True_dynamic_False, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_op_pytree_int_carry_export_strict_True_dynamic_True, 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_cpp, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_functorch, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_simple_functionalize_check_graph_func_type_no, 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_tracing_while_loop_test_nested, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_nested2, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_nested_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple_with_linear, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple_with_mutation, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_tracing_while_loop_test_simple_with_pytree_carry, test/functorch/test_control_flow.py::TestControlFlowTraced::test_while_loop_unbacked_bindings, 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_ScriptObj, 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_SymInt, 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_list_gen_schema_type_float, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_int, test/functorch/test_control_flow.py::TestHopSchema::test_list_gen_schema_type_str, test/functorch/test_control_flow.py::TestHopSchema::test_schema_tree_spec, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_GraphModule, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_ScriptObj, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_SymBool, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_SymInt, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_Tensor, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_bool, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_float, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_int, test/functorch/test_control_flow.py::TestHopSchema::test_type_gen_schema_type_str, test/functorch/test_control_flow.py::TestHopSchema::test_while_loop_schema_gen 2025-08-14T22:55:21.0471584Z 2025-08-14T22:55:25.2027948Z 2025-08-14T22:55:25.2029514Z export/test_sparse 1/1 was successful, full logs can be found in artifacts with path test/test-reports/export.test_sparse_1.1_375d06b4cf23cd44_.log 2025-08-14T22:55:25.2107962Z Running 203 items in this shard: test/export/test_sparse.py::TestSparseProp::test_activation_coo, test/export/test_sparse.py::TestSparseProp::test_activation_csr, test/export/test_sparse.py::TestSparseProp::test_add, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_eltwisenet_int64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_idnet_int64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_sumnet_int64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_bfloat16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float16_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float32_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_float64_int64_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int32_SparseCSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseBSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseBSR, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCOO, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCSC, test/export/test_sparse.py::TestSparseProp::test_todensenet_int64_int64_SparseCSR 2025-08-14T22:55:25.2184405Z 2025-08-14T22:55:26.0132487Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:55:26.5010680Z import pkg_resources 2025-08-14T22:55:26.5011353Z Running functorch/test_ac_logging 1/1 ... [2025-08-14 22:55:26.500542] 2025-08-14T22:55:26.5012177Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:55:26.5015301Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ac_logging.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:55:26.501062] 2025-08-14T22:55:30.0584995Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:55:30.0586758Z import pkg_resources 2025-08-14T22:55:30.5317486Z Running test_mkl_verbose 1/1 ... [2025-08-14 22:55:30.531208] 2025-08-14T22:55:30.5318056Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:55:30.5321542Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkl_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:55:30.531734] 2025-08-14T22:55:31.7764308Z 2025-08-14T22:55:31.7765978Z functorch/test_ac_logging 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ac_logging_1.1_e019b71ac94d346b_.log 2025-08-14T22:55:31.7768937Z Running 4 items in this shard: test/functorch/test_ac_logging.py::TestAcLogging::test_create_activation_checkpointing_logging_structure_payload, test/functorch/test_ac_logging.py::TestAcLogging::test_create_joint_graph_edges, test/functorch/test_ac_logging.py::TestAcLogging::test_create_joint_graph_node_information, test/functorch/test_ac_logging.py::TestAcLogging::test_create_structured_trace_for_min_cut_info 2025-08-14T22:55:31.7770920Z 2025-08-14T22:55:36.7386684Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:55:36.7388815Z import pkg_resources 2025-08-14T22:55:37.2153742Z Running test_appending_byte_serializer 1/1 ... [2025-08-14 22:55:37.214902] 2025-08-14T22:55:37.2154391Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:55:37.2158328Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_appending_byte_serializer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:55:37.215414] 2025-08-14T22:55:41.1683970Z 2025-08-14T22:55:41.1684969Z test_mkl_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkl_verbose_1.1_07174dbff1a63a47_.log 2025-08-14T22:55:41.1686343Z Running 2 items in this shard: test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_off, test/test_mkl_verbose.py::TestMKLVerbose::test_verbose_on 2025-08-14T22:55:41.1687149Z 2025-08-14T22:55:42.5911675Z 2025-08-14T22:55:42.5914614Z test_appending_byte_serializer 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_appending_byte_serializer_1.1_890b1fe47862e9d6_.log 2025-08-14T22:55:42.5920470Z Running 3 items in this shard: test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_checksum, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_class, test/test_appending_byte_serializer.py::TestAppendingByteSerializer::test_write_and_read_int 2025-08-14T22:55:42.5924526Z 2025-08-14T22:55:46.1041890Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:55:46.1043654Z import pkg_resources 2025-08-14T22:55:46.5794448Z Running test_autoload 1/1 ... [2025-08-14 22:55:46.578903] 2025-08-14T22:55:46.5795019Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:55:46.5798717Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_autoload.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:55:46.579407] 2025-08-14T22:55:47.6354450Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:55:47.6356162Z import pkg_resources 2025-08-14T22:55:48.1264266Z Running test_proxy_tensor 1/1 ... [2025-08-14 22:55:48.125946] 2025-08-14T22:55:48.1264798Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:55:48.1269242Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_proxy_tensor.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:55:48.126497] 2025-08-14T22:55:51.9547629Z 2025-08-14T22:55:51.9548722Z test_autoload 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_autoload_1.1_987437e803ec3db4_.log 2025-08-14T22:55:51.9551058Z Running 1 items in this shard: test/test_autoload.py::TestDeviceBackendAutoload::test_autoload 2025-08-14T22:55:51.9552025Z 2025-08-14T22:55:56.8541884Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:55:56.8544041Z import pkg_resources 2025-08-14T22:55:57.3436495Z Running test_mkldnn_verbose 1/1 ... [2025-08-14 22:55:57.342950] 2025-08-14T22:55:57.3437603Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:55:57.3441520Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_mkldnn_verbose.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:55:57.343569] 2025-08-14T22:56:06.8302111Z 2025-08-14T22:56:06.8303799Z test_mkldnn_verbose 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_mkldnn_verbose_1.1_3d1786a18b49f6ee_.log 2025-08-14T22:56:06.8305865Z Running 2 items in this shard: test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_off, test/test_mkldnn_verbose.py::TestMKLDNNVerbose::test_verbose_on 2025-08-14T22:56:06.8306686Z 2025-08-14T22:56:11.8877900Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:56:11.8879670Z import pkg_resources 2025-08-14T22:56:12.3753699Z Running test_utils_config_module 1/1 ... [2025-08-14 22:56:12.374829] 2025-08-14T22:56:12.3754496Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:56:12.3758609Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_utils_config_module.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:56:12.375380] 2025-08-14T22:56:15.8969122Z 2025-08-14T22:56:15.8970637Z test_proxy_tensor 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_proxy_tensor_1.1_db771b2e91a5e399_.log 2025-08-14T22:56:15.9037155Z Running 173 items in this shard: test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_allclose, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_amp_cache, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_blowup, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_proxy_tensor_mut, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_random, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_constant_unbind, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_decomp_of_capture, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_decomposition_interpreter, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_empty_like_doesnt_burn_in_defaults, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_inplace_metadata, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_isolated_graphmodule, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_model_double_param, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_model_fwd_bwd, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_model_fwd_bwd_wgtupdate, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_overloads, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_reentrant_dispatch, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_make_fx_simple, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_mode_tracing_factory_function, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_partial_decomp, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pickle_issue89626, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pr_86917, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_functionalization, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_functionalization_view_op, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_linear, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_mode_stack, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_pre_dispatch_no_grad, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_proxy_tensor, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_proxy_tensor_mode_with_decomp_table_preserves_proxy, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_resnet18_backward_trace, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_scalar_device, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_strides, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_tensor_constants, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_trace_subclasses, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_val_metadata_mutation, test/test_proxy_tensor.py::TestGenericProxyTensorReal::test_varargs, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_allclose, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_amp_cache, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_blowup, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_proxy_tensor_mut, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_random, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_constant_unbind, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_decomp_of_capture, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_decomposition_interpreter, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_empty_like_doesnt_burn_in_defaults, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_inplace_metadata, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_isolated_graphmodule, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_model_double_param, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_model_fwd_bwd, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_model_fwd_bwd_wgtupdate, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_overloads, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_reentrant_dispatch, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_make_fx_simple, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_mode_tracing_factory_function, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_partial_decomp, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pickle_issue89626, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pr_86917, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_functionalization, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_functionalization_view_op, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_linear, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_mode_stack, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_pre_dispatch_no_grad, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_proxy_tensor, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_proxy_tensor_mode_with_decomp_table_preserves_proxy, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_resnet18_backward_trace, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_scalar_device, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_strides, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_tensor_constants, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_trace_subclasses, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_val_metadata_mutation, test/test_proxy_tensor.py::TestGenericProxyTensorFake::test_varargs, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_allclose, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_amp_cache, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_blowup, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_proxy_tensor_mut, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_random, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_constant_unbind, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_decomp_of_capture, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_decomposition_interpreter, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_empty_like_doesnt_burn_in_defaults, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_inplace_metadata, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_isolated_graphmodule, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_model_double_param, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_model_fwd_bwd, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_model_fwd_bwd_wgtupdate, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_overloads, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_reentrant_dispatch, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_make_fx_simple, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_mode_tracing_factory_function, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_partial_decomp, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pickle_issue89626, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pr_86917, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_functionalization, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_functionalization_view_op, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_linear, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_mode_stack, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_pre_dispatch_no_grad, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_proxy_tensor, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_proxy_tensor_mode_with_decomp_table_preserves_proxy, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_resnet18_backward_trace, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_scalar_device, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_strides, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_tensor_constants, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_trace_subclasses, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_val_metadata_mutation, test/test_proxy_tensor.py::TestGenericProxyTensorSymbolic::test_varargs, test/test_proxy_tensor.py::TestRealProxyTensor::test_error_on_data_dependent_ops, test/test_proxy_tensor.py::TestFakeProxyTensor::test_alias, test/test_proxy_tensor.py::TestFakeProxyTensor::test_fake_tensor_mode, test/test_proxy_tensor.py::TestFakeProxyTensor::test_free_fake, test/test_proxy_tensor.py::TestFakeProxyTensor::test_fused_adam, test/test_proxy_tensor.py::TestFakeProxyTensor::test_issue82547, test/test_proxy_tensor.py::TestFakeProxyTensor::test_meta, test/test_proxy_tensor.py::TestFakeProxyTensor::test_use_fake_and_tensor, test/test_proxy_tensor.py::TestSymbolicTracing::test_adv_index_batch, test/test_proxy_tensor.py::TestSymbolicTracing::test_arange_unbacked_output_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_binary_broadcast, test/test_proxy_tensor.py::TestSymbolicTracing::test_boolean_index, test/test_proxy_tensor.py::TestSymbolicTracing::test_broadcast_shapes, test/test_proxy_tensor.py::TestSymbolicTracing::test_cat, test/test_proxy_tensor.py::TestSymbolicTracing::test_constant_specialization, test/test_proxy_tensor.py::TestSymbolicTracing::test_cpu_scalar_cuda, test/test_proxy_tensor.py::TestSymbolicTracing::test_cumsum_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_debug_interpreter, test/test_proxy_tensor.py::TestSymbolicTracing::test_deduped_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_dynamic_pointwise_scalar, test/test_proxy_tensor.py::TestSymbolicTracing::test_elementwise_meta_with_sym_numbers, test/test_proxy_tensor.py::TestSymbolicTracing::test_expand, test/test_proxy_tensor.py::TestSymbolicTracing::test_fake_tensor_as_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_lowerbound_range_refinement, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_lowerbound_range_refinement_multivariate, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_upperbound_range_refinement, test/test_proxy_tensor.py::TestSymbolicTracing::test_guard_upperbound_range_refinement_multivariate, test/test_proxy_tensor.py::TestSymbolicTracing::test_guards_equal, test/test_proxy_tensor.py::TestSymbolicTracing::test_int_input, test/test_proxy_tensor.py::TestSymbolicTracing::test_invalidate_nonzero, test/test_proxy_tensor.py::TestSymbolicTracing::test_invalidate_nonzero_propagate_real_tensors, test/test_proxy_tensor.py::TestSymbolicTracing::test_item, test/test_proxy_tensor.py::TestSymbolicTracing::test_item_to_constructor, test/test_proxy_tensor.py::TestSymbolicTracing::test_make_fx_with_custom_tracer_preserving_nn_module_stack, test/test_proxy_tensor.py::TestSymbolicTracing::test_mega_guard, test/test_proxy_tensor.py::TestSymbolicTracing::test_metadata, test/test_proxy_tensor.py::TestSymbolicTracing::test_metadata_fresh, test/test_proxy_tensor.py::TestSymbolicTracing::test_mod_gcd_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_multiply_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_neg_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_new_empty, test/test_proxy_tensor.py::TestSymbolicTracing::test_non_deduped_shape, test/test_proxy_tensor.py::TestSymbolicTracing::test_non_symint_size_spec, test/test_proxy_tensor.py::TestSymbolicTracing::test_nonidentity_transitive_guards, test/test_proxy_tensor.py::TestSymbolicTracing::test_reflect_r_over_x, test/test_proxy_tensor.py::TestSymbolicTracing::test_repeat_interleave, test/test_proxy_tensor.py::TestSymbolicTracing::test_repeat_interleave_unbacked_output_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_reshape_divisibility_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_resize_from_zero, test/test_proxy_tensor.py::TestSymbolicTracing::test_return_symint, test/test_proxy_tensor.py::TestSymbolicTracing::test_rmethod, test/test_proxy_tensor.py::TestSymbolicTracing::test_setitem_symint, test/test_proxy_tensor.py::TestSymbolicTracing::test_size_with_tensor, test/test_proxy_tensor.py::TestSymbolicTracing::test_split_unbacked_sizes, test/test_proxy_tensor.py::TestSymbolicTracing::test_sqrt_size, test/test_proxy_tensor.py::TestSymbolicTracing::test_sym_storage_offset, test/test_proxy_tensor.py::TestSymbolicTracing::test_symbolic_repeat_interleave, test/test_proxy_tensor.py::TestSymbolicTracing::test_symint_to_tensor, test/test_proxy_tensor.py::TestSymbolicTracing::test_tensor_symfloat, test/test_proxy_tensor.py::TestSymbolicTracing::test_unary, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_batch_resnet, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_slice, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unification, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unify_dependency_violation, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unify_guard, test/test_proxy_tensor.py::TestSymbolicTracing::test_unbacked_unify_guard_transitivity, test/test_proxy_tensor.py::TestSymbolicTracing::test_view_divisibility_unbacked, test/test_proxy_tensor.py::TestSymbolicTracing::test_view_divisibility_unbacked_relatively_prime 2025-08-14T22:56:15.9105964Z 2025-08-14T22:56:17.8010569Z 2025-08-14T22:56:17.8011782Z test_utils_config_module 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_utils_config_module_1.1_eb56c9d532ed06ea_.log 2025-08-14T22:56:17.8019910Z Running 22 items in this shard: test/test_utils_config_module.py::TestConfigModule::test_alias, test/test_utils_config_module.py::TestConfigModule::test_bad_jk_type, test/test_utils_config_module.py::TestConfigModule::test_base_value_loading, test/test_utils_config_module.py::TestConfigModule::test_codegen_config, test/test_utils_config_module.py::TestConfigModule::test_codegen_config_function, test/test_utils_config_module.py::TestConfigModule::test_dict_copy_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_semantics, test/test_utils_config_module.py::TestConfigModule::test_env_name_string_semantics, test/test_utils_config_module.py::TestConfigModule::test_get_hash, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_float, test/test_utils_config_module.py::TestConfigModule::test_invalid_config_int, test/test_utils_config_module.py::TestConfigModule::test_make_closur_patcher, test/test_utils_config_module.py::TestConfigModule::test_multi_env, test/test_utils_config_module.py::TestConfigModule::test_none_override_semantics, test/test_utils_config_module.py::TestConfigModule::test_overrides, test/test_utils_config_module.py::TestConfigModule::test_patch, test/test_utils_config_module.py::TestConfigModule::test_reference_is_default, test/test_utils_config_module.py::TestConfigModule::test_reference_semantics, test/test_utils_config_module.py::TestConfigModule::test_save_config, test/test_utils_config_module.py::TestConfigModule::test_save_config_portable, test/test_utils_config_module.py::TestConfigModule::test_type_loading, test/test_utils_config_module.py::TestConfigModule::test_unittest_patch 2025-08-14T22:56:17.8027859Z 2025-08-14T22:56:20.7654118Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:56:20.7655889Z import pkg_resources 2025-08-14T22:56:21.2407026Z Running test_functionalization 1/1 ... [2025-08-14 22:56:21.240147] 2025-08-14T22:56:21.2407635Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:56:21.2410776Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functionalization.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:56:21.240632] 2025-08-14T22:56:22.6429921Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:56:22.6432053Z import pkg_resources 2025-08-14T22:56:23.1120073Z Running test_rename_privateuse1_to_existing_device 1/1 ... [2025-08-14 22:56:23.111470] 2025-08-14T22:56:23.1120739Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:56:23.1123897Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_rename_privateuse1_to_existing_device.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:56:23.111975] 2025-08-14T22:56:28.3373499Z 2025-08-14T22:56:28.3376089Z test_rename_privateuse1_to_existing_device 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_rename_privateuse1_to_existing_device_1.1_f28282d8d7067889_.log 2025-08-14T22:56:28.3379692Z Running 1 items in this shard: test/test_rename_privateuse1_to_existing_device.py::TestRenamePrivateuseoneToExistingBackend::test_external_module_register_with_existing_backend 2025-08-14T22:56:28.3382029Z 2025-08-14T22:56:33.0797913Z 2025-08-14T22:56:33.0799474Z test_functionalization 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functionalization_1.1_e7690bf2da7bfcd4_.log 2025-08-14T22:56:33.0847204Z Running 112 items in this shard: test/test_functionalization.py::TestFunctionalization::test_advanced_indexing, test/test_functionalization.py::TestFunctionalization::test_advanced_indexing_correct_strides, test/test_functionalization.py::TestFunctionalization::test_aliases_maintained_after_pass_when_reapplying_views, test/test_functionalization.py::TestFunctionalization::test_as_strided, test/test_functionalization.py::TestFunctionalization::test_batch_norm, test/test_functionalization.py::TestFunctionalization::test_cat, test/test_functionalization.py::TestFunctionalization::test_channels_last_contiguous, test/test_functionalization.py::TestFunctionalization::test_copy_, test/test_functionalization.py::TestFunctionalization::test_copy_stride_mismatch, test/test_functionalization.py::TestFunctionalization::test_diagonal, test/test_functionalization.py::TestFunctionalization::test_diagonal_mutated_input, test/test_functionalization.py::TestFunctionalization::test_everything, test/test_functionalization.py::TestFunctionalization::test_expand_symint, test/test_functionalization.py::TestFunctionalization::test_fill_, test/test_functionalization.py::TestFunctionalization::test_freeze, test/test_functionalization.py::TestFunctionalization::test_index_mutation_on_non_input, test/test_functionalization.py::TestFunctionalization::test_inplace_on_non_view, test/test_functionalization.py::TestFunctionalization::test_instance_norm, test/test_functionalization.py::TestFunctionalization::test_metadata_change, test/test_functionalization.py::TestFunctionalization::test_metadata_change_out_op, test/test_functionalization.py::TestFunctionalization::test_mixed_wrappers_invalid, test/test_functionalization.py::TestFunctionalization::test_mixed_wrappers_valid, test/test_functionalization.py::TestFunctionalization::test_multi_out, test/test_functionalization.py::TestFunctionalization::test_multiple_views_of_same_base, test/test_functionalization.py::TestFunctionalization::test_mutable_op_not_inplace_or_other, test/test_functionalization.py::TestFunctionalization::test_mutation_overlapping_mem, test/test_functionalization.py::TestFunctionalization::test_nested_functions_propagate_updates, test/test_functionalization.py::TestFunctionalization::test_only_one_view, test/test_functionalization.py::TestFunctionalization::test_optional_tensor_list, test/test_functionalization.py::TestFunctionalization::test_python_functionalization, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_conj, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_is_conj, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_is_neg, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_lift_fresh, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_lift_fresh_storage, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_neg, test/test_functionalization.py::TestFunctionalization::test_python_functionalization_zero_tensor, test/test_functionalization.py::TestFunctionalization::test_reapply_views_simple, test/test_functionalization.py::TestFunctionalization::test_resize_larger_invalid, test/test_functionalization.py::TestFunctionalization::test_resize_larger_valid, test/test_functionalization.py::TestFunctionalization::test_resize_same_size_diff_rank, test/test_functionalization.py::TestFunctionalization::test_resize_smaller, test/test_functionalization.py::TestFunctionalization::test_save_for_backwards_segfault, test/test_functionalization.py::TestFunctionalization::test_scalars, test/test_functionalization.py::TestFunctionalization::test_set_, test/test_functionalization.py::TestFunctionalization::test_simple, test/test_functionalization.py::TestFunctionalization::test_simple_out, test/test_functionalization.py::TestFunctionalization::test_slice, test/test_functionalization.py::TestFunctionalization::test_split, test/test_functionalization.py::TestFunctionalization::test_split_with_sizes, test/test_functionalization.py::TestFunctionalization::test_tensor_ctr, test/test_functionalization.py::TestFunctionalization::test_tensor_list_composite, test/test_functionalization.py::TestFunctionalization::test_tensor_list_mixed_functional_nonfunctional, test/test_functionalization.py::TestFunctionalization::test_unbind, test/test_functionalization.py::TestFunctionalization::test_view_clone_view_inplace, test/test_functionalization.py::TestFunctionalization::test_view_inplace, test/test_functionalization.py::TestCrossRefFunctionalization::test_advanced_indexing, test/test_functionalization.py::TestCrossRefFunctionalization::test_advanced_indexing_correct_strides, test/test_functionalization.py::TestCrossRefFunctionalization::test_aliases_maintained_after_pass_when_reapplying_views, test/test_functionalization.py::TestCrossRefFunctionalization::test_as_strided, test/test_functionalization.py::TestCrossRefFunctionalization::test_batch_norm, test/test_functionalization.py::TestCrossRefFunctionalization::test_cat, test/test_functionalization.py::TestCrossRefFunctionalization::test_channels_last_contiguous, test/test_functionalization.py::TestCrossRefFunctionalization::test_copy_, test/test_functionalization.py::TestCrossRefFunctionalization::test_copy_stride_mismatch, test/test_functionalization.py::TestCrossRefFunctionalization::test_diagonal, test/test_functionalization.py::TestCrossRefFunctionalization::test_diagonal_mutated_input, test/test_functionalization.py::TestCrossRefFunctionalization::test_everything, test/test_functionalization.py::TestCrossRefFunctionalization::test_expand_symint, test/test_functionalization.py::TestCrossRefFunctionalization::test_fill_, test/test_functionalization.py::TestCrossRefFunctionalization::test_freeze, test/test_functionalization.py::TestCrossRefFunctionalization::test_index_mutation_on_non_input, test/test_functionalization.py::TestCrossRefFunctionalization::test_inplace_on_non_view, test/test_functionalization.py::TestCrossRefFunctionalization::test_instance_norm, test/test_functionalization.py::TestCrossRefFunctionalization::test_metadata_change, test/test_functionalization.py::TestCrossRefFunctionalization::test_metadata_change_out_op, test/test_functionalization.py::TestCrossRefFunctionalization::test_mixed_wrappers_invalid, test/test_functionalization.py::TestCrossRefFunctionalization::test_mixed_wrappers_valid, test/test_functionalization.py::TestCrossRefFunctionalization::test_multi_out, test/test_functionalization.py::TestCrossRefFunctionalization::test_multiple_views_of_same_base, test/test_functionalization.py::TestCrossRefFunctionalization::test_mutable_op_not_inplace_or_other, test/test_functionalization.py::TestCrossRefFunctionalization::test_mutation_overlapping_mem, test/test_functionalization.py::TestCrossRefFunctionalization::test_nested_functions_propagate_updates, test/test_functionalization.py::TestCrossRefFunctionalization::test_only_one_view, test/test_functionalization.py::TestCrossRefFunctionalization::test_optional_tensor_list, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_conj, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_is_conj, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_is_neg, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_lift_fresh, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_lift_fresh_storage, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_neg, test/test_functionalization.py::TestCrossRefFunctionalization::test_python_functionalization_zero_tensor, test/test_functionalization.py::TestCrossRefFunctionalization::test_reapply_views_simple, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_larger_invalid, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_larger_valid, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_same_size_diff_rank, test/test_functionalization.py::TestCrossRefFunctionalization::test_resize_smaller, test/test_functionalization.py::TestCrossRefFunctionalization::test_save_for_backwards_segfault, test/test_functionalization.py::TestCrossRefFunctionalization::test_scalars, test/test_functionalization.py::TestCrossRefFunctionalization::test_set_, test/test_functionalization.py::TestCrossRefFunctionalization::test_simple, test/test_functionalization.py::TestCrossRefFunctionalization::test_simple_out, test/test_functionalization.py::TestCrossRefFunctionalization::test_slice, test/test_functionalization.py::TestCrossRefFunctionalization::test_split, test/test_functionalization.py::TestCrossRefFunctionalization::test_split_with_sizes, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_ctr, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_list_composite, test/test_functionalization.py::TestCrossRefFunctionalization::test_tensor_list_mixed_functional_nonfunctional, test/test_functionalization.py::TestCrossRefFunctionalization::test_unbind, test/test_functionalization.py::TestCrossRefFunctionalization::test_view_clone_view_inplace, test/test_functionalization.py::TestCrossRefFunctionalization::test_view_inplace 2025-08-14T22:56:33.0893573Z 2025-08-14T22:56:33.3355033Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:56:33.3356803Z import pkg_resources 2025-08-14T22:56:33.8269636Z Running test_transformers 1/1 ... [2025-08-14 22:56:33.826469] 2025-08-14T22:56:33.8270334Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:56:33.8273644Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_transformers.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:56:33.826970] 2025-08-14T22:56:38.2399423Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:56:38.2403175Z import pkg_resources 2025-08-14T22:56:38.7502238Z Running xpu/test_fusion 1/1 ... [2025-08-14 22:56:38.749672] 2025-08-14T22:56:38.7503287Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:56:38.7508194Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'xpu/test_fusion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:56:38.750250] 2025-08-14T22:56:44.2355453Z 2025-08-14T22:56:44.2356620Z xpu/test_fusion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/xpu.test_fusion_1.1_3bb33f7a38170b05_.log 2025-08-14T22:56:44.2357506Z Running 0 items in this shard: 2025-08-14T22:56:44.2357750Z 2025-08-14T22:56:49.0125400Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:56:49.0127467Z import pkg_resources 2025-08-14T22:56:49.4897637Z Running test_expanded_weights 1/1 ... [2025-08-14 22:56:49.489181] 2025-08-14T22:56:49.4898213Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:56:49.4902257Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_expanded_weights.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:56:49.489759] 2025-08-14T22:57:20.5148598Z 2025-08-14T22:57:20.5150219Z test_expanded_weights 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_expanded_weights_1.1_7d4f9044af22e94b_.log 2025-08-14T22:57:20.5403485Z Running 220 items in this shard: test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_forward_helper_failure_args_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_set_grad_sample_if_exists_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_sum_over_all_but_batch_and_last_n_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_failure_cuda, test/test_expanded_weights.py::TestExpandedWeightHelperFunctionCUDA::test_unpack_expanded_weight_or_tensor_with_custom_function_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_mean_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_cnn_model_sum_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_embedding_model_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_error_cuda, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv1d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv2d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex128, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_complex64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_conv3d_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_bfloat16, test/test_expanded_weights.py::TestExpandedWeightFunctionalCUDA::test_expanded_weight_forward_nn_functional_embedding_cuda_float16, 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test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_LSTM_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_eval_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float32, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_module_nn_RNN_train_mode_cuda_float64, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_compute_batch_size_not_pytreeable_cuda, test/test_expanded_weights.py::TestExpandedWeightModuleCUDA::test_per_sample_api_failing_cuda 2025-08-14T22:57:20.5538590Z 2025-08-14T22:57:25.4034595Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:57:25.4036340Z import pkg_resources 2025-08-14T22:57:25.8991729Z Running typing/test_python_operators 1/1 ... [2025-08-14 22:57:25.898605] 2025-08-14T22:57:25.8992549Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:57:25.8995963Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'typing/test_python_operators.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:57:25.899150] 2025-08-14T22:57:32.4265882Z 2025-08-14T22:57:32.4267676Z typing/test_python_operators 1/1 was successful, full logs can be found in artifacts with path test/test-reports/typing.test_python_operators_1.1_6fe2ca242c80481d_.log 2025-08-14T22:57:32.4391985Z Running 318 items in this shard: test/typing/test_python_operators.py::TestPythonOperators::test_binary_a100_op_%_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a101_op_%_b101, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a102_op_%_b_3, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a103_op_%_b103, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a104_op_*_b_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a105_op_*_b105, test/typing/test_python_operators.py::TestPythonOperators::test_binary_a106_op_*_b_3, 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test/typing/test_python_operators.py::TestPythonOperators::test_operators_are_correct_and_complete, test/typing/test_python_operators.py::TestPythonOperators::test_type_tests_are_complete, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a1, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_+_a_3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a7, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_-_a_3, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a11, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a9, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a_1_5, test/typing/test_python_operators.py::TestPythonOperators::test_unary_op_~_a_3 2025-08-14T22:57:32.4512741Z 2025-08-14T22:57:37.3191761Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:57:37.3193507Z import pkg_resources 2025-08-14T22:57:37.8144444Z Running test_fx_experimental 1/1 ... [2025-08-14 22:57:37.813918] 2025-08-14T22:57:37.8144994Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:57:37.8148809Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_experimental.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:57:37.814480] 2025-08-14T22:57:55.3137215Z 2025-08-14T22:57:55.3138742Z test_fx_experimental 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_experimental_1.1_c00b7a9cb6b37dee_.log 2025-08-14T22:57:55.3561849Z Running 723 items in this shard: test/test_fx_experimental.py::TestFXExperimental::test_annotate_getitem_node, test/test_fx_experimental.py::TestFXExperimental::test_annotate_returns_with_schema, test/test_fx_experimental.py::TestFXExperimental::test_aot_based_partition, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_no_msg, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_with_empty_msg, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_with_msg, test/test_fx_experimental.py::TestFXExperimental::test_call_to_assert_with_multiline_message, test/test_fx_experimental.py::TestFXExperimental::test_conv_bn_fusion, test/test_fx_experimental.py::TestFXExperimental::test_conv_bn_fusion_mixed_dtype, test/test_fx_experimental.py::TestFXExperimental::test_conv_bn_fusion_not_running_state, test/test_fx_experimental.py::TestFXExperimental::test_cost_aware_partition, test/test_fx_experimental.py::TestFXExperimental::test_fetch, test/test_fx_experimental.py::TestFXExperimental::test_find_single_partition, test/test_fx_experimental.py::TestFXExperimental::test_lack_of_devices, test/test_fx_experimental.py::TestFXExperimental::test_large_node_error, test/test_fx_experimental.py::TestFXExperimental::test_merge_matmuls, test/test_fx_experimental.py::TestFXExperimental::test_meta_tracer, test/test_fx_experimental.py::TestFXExperimental::test_normalize_args, test/test_fx_experimental.py::TestFXExperimental::test_normalize_args_perserve_type, test/test_fx_experimental.py::TestFXExperimental::test_normalize_args_preserve_meta, test/test_fx_experimental.py::TestFXExperimental::test_normalize_binary_operators, test/test_fx_experimental.py::TestFXExperimental::test_normalize_modules_exhaustive, test/test_fx_experimental.py::TestFXExperimental::test_optimize_for_inference_cpu, test/test_fx_experimental.py::TestFXExperimental::test_optimize_for_inference_cpu_torchvision, test/test_fx_experimental.py::TestFXExperimental::test_partition_device_mapping, test/test_fx_experimental.py::TestFXExperimental::test_partition_latency, test/test_fx_experimental.py::TestFXExperimental::test_partition_node_manipulation, test/test_fx_experimental.py::TestFXExperimental::test_replace_target_nodes_with, test/test_fx_experimental.py::TestFXExperimental::test_saturate_host, test/test_fx_experimental.py::TestFXExperimental::test_size_based_partition, test/test_fx_experimental.py::TestFXExperimental::test_sparse_nn_partition, test/test_fx_experimental.py::TestFXExperimental::test_split_module_dead_code, test/test_fx_experimental.py::TestFXExperimental::test_split_module_default_arg, test/test_fx_experimental.py::TestFXExperimental::test_split_module_input_names, test/test_fx_experimental.py::TestFXExperimental::test_split_module_keep_original_order_and_noop_graph, test/test_fx_experimental.py::TestFXExperimental::test_split_module_kwargs_expansion, test/test_fx_experimental.py::TestFXExperimental::test_split_module_return_node, test/test_fx_experimental.py::TestFXExperimental::test_split_module_symint_dependency_handling, test/test_fx_experimental.py::TestFXExperimental::test_split_qualname_mapping, test/test_fx_experimental.py::TestFXExperimental::test_subgraph_creation, test/test_fx_experimental.py::TestFXExperimental::test_subgraph_trivial_resnet, test/test_fx_experimental.py::TestFXExperimental::test_subgraph_uniquename, test/test_fx_experimental.py::TestFXExperimental::test_to_folder, test/test_fx_experimental.py::TestFXExperimental::test_traceable_function_with_nonstandard_name, test/test_fx_experimental.py::TestFXExperimental::test_type_matches, test/test_fx_experimental.py::TestTranslationValidation::test_sat, test/test_fx_experimental.py::TestTranslationValidation::test_sat_bitwise, test/test_fx_experimental.py::TestTranslationValidation::test_sympy_to_z3, test/test_fx_experimental.py::TestTranslationValidation::test_unsat, test/test_fx_experimental.py::TestTranslationValidation::test_z3str, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_args_op_overload_cuda, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_H_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_T_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___getitem___cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive___radd___cuda_float32, 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test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_abs_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_acos_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_acosh_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_add_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_addbmm_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_addcdiv_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_addcmul_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_addmm_cuda_float32, 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test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_legendre_polynomial_p_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_log_ndtr_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_modified_bessel_i0_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_modified_bessel_i1_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_modified_bessel_k0_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_modified_bessel_k1_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_ndtr_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_ndtri_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_scaled_modified_bessel_k0_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_scaled_modified_bessel_k1_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_spherical_bessel_j0_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_xlog1py_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_special_zeta_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_split_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_split_list_args_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_split_with_sizes_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_split_with_sizes_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_sqrt_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_square_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_squeeze_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_squeeze_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_squeeze_multiple_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_stack_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_std_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_std_mean_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_std_mean_unbiased_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_std_unbiased_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_stft_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_sub_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_sum_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_sum_to_size_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_svd_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_svd_lowrank_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_t_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_t_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_take_along_dim_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_take_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_tan_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_tanh_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_tensor_split_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_tensordot_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_tile_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_to_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_to_sparse_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_topk_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_trace_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_transpose_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_transpose_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_trapezoid_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_trapz_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_triangular_solve_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_tril_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_triu_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_true_divide_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_trunc_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unbind_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unbind_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unflatten_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unfold_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unfold_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_uniform_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unique_consecutive_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unique_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsafe_chunk_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsafe_split_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsqueeze_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_unsqueeze_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_var_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_var_mean_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_var_mean_unbiased_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_var_unbiased_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_vdot_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_view_as_complex_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_view_as_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_view_copy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_view_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_vsplit_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_vstack_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_where_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_xlogy_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_zero__cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_zeros_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_operator_exhaustive_zeros_like_cuda_float32, test/test_fx_experimental.py::TestNormalizeOperatorsCUDA::test_normalize_quantized_eb_cuda 2025-08-14T22:57:55.3968097Z 2025-08-14T22:58:00.1068764Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:00.1070541Z import pkg_resources 2025-08-14T22:58:00.6004928Z Running test_file_check 1/1 ... [2025-08-14 22:58:00.599965] 2025-08-14T22:58:00.6005483Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:00.6009330Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_file_check.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:00.600511] 2025-08-14T22:58:07.8318567Z 2025-08-14T22:58:07.8319673Z test_transformers 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_transformers_1.1_866e770a32df28d5_.log 2025-08-14T22:58:08.7883911Z Running 10056 items in this shard: test/test_transformers.py::TestTransformersCUDA::test_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_only_layer_cuda, test/test_transformers.py::TestTransformersCUDA::test_decoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_disable_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_encoder_padding_and_src_mask_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_is_causal_gpu_cuda, test/test_transformers.py::TestTransformersCUDA::test_kpm_mask_trailing_column_with_nested_tensor_cuda, test/test_transformers.py::TestTransformersCUDA::test_mask_check_fastpath_cuda, test/test_transformers.py::TestTransformersCUDA::test_math_backend_high_precision_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_1_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_mha_native_args_nb_heads_8_bias_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_2_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim1_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_bool_cuda, test/test_transformers.py::TestTransformersCUDA::test_multiheadattention_fastpath_attn_mask_attn_mask_dim_3_key_padding_mask_dim_2_float32_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_3D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_3D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_2D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_4D_causal_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_0_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_2_cuda, test/test_transformers.py::TestTransformersCUDA::test_scaled_dot_product_attention_4D_input_dim_no_attn_mask_dropout_p_0_5_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_encoder_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_script_mha_in_proj_weight_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_self_attn_TxT_attn_mask_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_is_causal_cuda, test/test_transformers.py::TestTransformersCUDA::test_train_with_pad_and_catch_error_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformer_bias_is_none_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_False_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_False_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_batch_first_True_training_True_enable_nested_tensor_True_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_False_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_False_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_12_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_fastpath_use_torchscript_False_enable_nested_tensor_True_use_autocast_True_d_model_256_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_False_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_False_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoder_square_input_with_no_grad_True_training_True_enable_nested_tensor_False_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_3_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_no_fastpath_with_hooks_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_1_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_4_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_src_mask_nhead_8_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_cuda, test/test_transformers.py::TestTransformersCUDA::test_transformerencoderlayer_subclass_model_cuda, test/test_transformers.py::TestTransformersCUDA::test_with_nested_tensor_input_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_dispatch_fails_no_backend_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_atteention_large_bf16_nan_values_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_attention_fail_with_non_square_causal_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_bfloat16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_autocast_fp32_float16_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_193_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_backward_failure_sm86plus_head_dim_256_dropout_p_0_2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_flash_fail_fp32_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_error_cases_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_nested_broadcasting_requires_grad_failure_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_fused_kernels_seq_len_0_inputs_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_attn_mask_present_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_broadcast_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_dim_3_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_head_dim_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_fused_inputs_invalid_dtype_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_1_dimensional_inputs_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_datatypes_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_inputs_different_devices_kernel2_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sdpa_kernel_grouped_query_attention_cuda_fused_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_invalid_sequence_lengths_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel0_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mask_invalid_last_dim_stride_kernel1_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_fail_with_batch_size_geq_65536_error_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_eff_attention_large_seq_len_uniform_attention_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_mem_efficient_fail_bfloat16_less_than_sm80_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_nested_fails_on_padding_head_dim_cuda, test/test_transformers.py::TestSDPAFailureModesCUDA::test_unaligned_tensors_cuda, test/test_transformers.py::TestSDPACUDA::test_scaled_dot_product_attention_math_with_negative_scale_kernel0_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_False_cuda, test/test_transformers.py::TestSDPACUDA::test_sdp_math_gradcheck_contiguous_inputs_True_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_d256_heuristic_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_fail_d128_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_gqa_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_nonmodulo64seqlen_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_preserves_query_layout_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_cudnn_attention_trivial_output_transpose_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_1_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_143_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_2048_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_127_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_2048_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_4_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_203_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_256_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_False_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_0_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_22_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale0_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_False_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads0_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_bfloat16_scale_l1_enable_gqa_True_n_heads1_cuda_bfloat16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale0_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_False_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_batch_size_8_seq_len_q_4_seq_len_k_579_head_dim_8_is_causal_True_dropout_p_0_48_float16_scale_l1_enable_gqa_True_n_heads1_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_32_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_256_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_256_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_64_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_0_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale0_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_False_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_flash_attention_vs_math_ref_grads_nestedtensor_batch_size_8_max_seq_len_q_32_max_seq_len_kv_32_head_dim_8_dropout_p_0_1_float16_scale_l1_is_causal_True_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_different_dk_dv_cuda, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_scale0_fused_kernel0_cuda_float16, test/test_transformers.py::TestSDPACudaOnlyCUDA::test_fused_attention_vs_math_ref_grads_cudagraph_batch_size_1_seq_len_q_1024_seq_len_k_1024_head_dim_32_is_causal_False_dropout_p_0_0_float16_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_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_scale_l1_fused_kernel0_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_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_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_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_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_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_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_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_8_seq_len_q_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_32_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_head_dim_64_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_37_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_32_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_head_dim_64_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_seq_len_k_512_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_32_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_seq_len_k_8_head_dim_64_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_152_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_32_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_head_dim_64_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_37_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_32_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_head_dim_64_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_37_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_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_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_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_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_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_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_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_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_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_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_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_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_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_8_seq_len_q_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_32_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_head_dim_64_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_256_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_32_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_head_dim_64_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_4_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_32_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_head_dim_64_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_seq_len_k_512_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_32_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_seq_len_k_8_head_dim_64_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_32_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_head_dim_64_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_256_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_32_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_head_dim_64_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_4_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_32_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_head_dim_64_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_seq_len_k_512_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_32_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_seq_len_k_8_head_dim_64_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_32_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_head_dim_64_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_256_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_32_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_head_dim_64_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_4_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_32_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_head_dim_64_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_seq_len_k_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_32_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_seq_len_k_8_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_32_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_head_dim_64_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_256_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_32_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_head_dim_64_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_4_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_32_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_head_dim_64_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_512_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_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_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_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_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_32_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_64_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_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_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_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_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_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_nested_fused_kernel0_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 2025-08-14T22:58:09.7823265Z 2025-08-14T22:58:09.7823311Z 2025-08-14T22:58:09.7824692Z test_file_check 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_file_check_1.1_5ba2a899d4e9cf20_.log 2025-08-14T22:58:09.7827753Z Running 2 items in this shard: test/test_file_check.py::TestFileCheck::test_all_python_api, test/test_file_check.py::TestFileCheck::test_not_run 2025-08-14T22:58:09.7829441Z 2025-08-14T22:58:12.8787003Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:12.8788867Z import pkg_resources 2025-08-14T22:58:13.2974704Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:13.2976518Z import pkg_resources 2025-08-14T22:58:13.3766376Z Running torch_np/test_dtype 1/1 ... [2025-08-14 22:58:13.376164] 2025-08-14T22:58:13.3767322Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:13.3771869Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_dtype.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:13.376695] 2025-08-14T22:58:13.8349939Z Running higher_order_ops/test_with_effects 1/1 ... [2025-08-14 22:58:13.834421] 2025-08-14T22:58:13.8350877Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:13.8354551Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_with_effects.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:13.834963] 2025-08-14T22:58:19.2533282Z 2025-08-14T22:58:19.2534477Z torch_np/test_dtype 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_dtype_1.1_42d003f13a66299a_.log 2025-08-14T22:58:19.2551775Z Running 44 items in this shard: test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_bool, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'bool_', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex128', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'complex64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'float64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'int8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint16', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint32', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint64', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.'uint8', test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.bool_, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex128, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.complex64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.dtype('bool'), test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.float64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.int8, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint16, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint32, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint64, test/torch_np/test_dtype.py::TestConvertDType::test_convert_np_dtypes_numpy.uint8 2025-08-14T22:58:19.2568414Z 2025-08-14T22:58:24.2226756Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:24.2228503Z import pkg_resources 2025-08-14T22:58:24.7110009Z Running test_native_functions 1/1 ... [2025-08-14 22:58:24.710483] 2025-08-14T22:58:24.7110587Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:24.7114970Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_native_functions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:24.711042] 2025-08-14T22:58:30.3872138Z 2025-08-14T22:58:30.3873721Z test_native_functions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_native_functions_1.1_ae67d40558427a07_.log 2025-08-14T22:58:30.3879332Z Running 11 items in this shard: test/test_native_functions.py::TestNativeFunctions::test_intlist_error_with_overload, test/test_native_functions.py::TestNativeFunctions::test_optional_filled_intlist, test/test_native_functions.py::TestNativeFunctions::test_optional_floatlist, test/test_native_functions.py::TestNativeFunctions::test_optional_floatlist_invalid, test/test_native_functions.py::TestNativeFunctions::test_optional_intlist, test/test_native_functions.py::TestNativeFunctions::test_optional_intlist_invalid, test/test_native_functions.py::TestNativeFunctions::test_string_defaults, test/test_native_functions.py::TestNativeFunctions::test_symintlist_error, test/test_native_functions.py::TestNativeFunctions::test_symintlist_error_with_overload, test/test_native_functions.py::TestNativeFunctions::test_symintlist_error_with_overload_but_is_unique, test/test_native_functions.py::TestNativeFunctions::test_vararg_symintlist_error 2025-08-14T22:58:30.3883915Z 2025-08-14T22:58:35.3358799Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:35.3360556Z import pkg_resources 2025-08-14T22:58:35.8462629Z Running functorch/test_minifier 1/1 ... [2025-08-14 22:58:35.845751] 2025-08-14T22:58:35.8463224Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:35.8467456Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_minifier.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:35.846352] 2025-08-14T22:58:36.7460326Z 2025-08-14T22:58:36.7461634Z higher_order_ops/test_with_effects 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_with_effects_1.1_2b7c4edfc4ec5260_.log 2025-08-14T22:58:36.7479600Z Running 18 items in this shard: test/higher_order_ops/test_with_effects.py::TestWithEffects::test_alias_op, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_aot_eager, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_aot_eager_requires_grad, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_inductor, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_compile_inductor_external_op_return_none, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effectful_custom_op_with_subclasses, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effectful_op_in_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_aliased_outputs, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_mutation_is_output, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_mutation_return, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_effects_and_input_output_view_simple, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print_with_buffer_mutations, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_print_with_input_mutations, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_register_effectful_custom_op, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_regular_effectful_op_in_forward_and_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_regular_effectful_op_only_in_backward, test/higher_order_ops/test_with_effects.py::TestWithEffects::test_torchbind_custom_op 2025-08-14T22:58:36.7496945Z 2025-08-14T22:58:37.7517410Z Uploading artifacts took 1.00 seconds 2025-08-14T22:58:41.7234891Z 2025-08-14T22:58:41.7236131Z functorch/test_minifier 1/1 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_minifier_1.1_c8ab7136b1eb0a25_.log 2025-08-14T22:58:41.7239062Z Running 5 items in this shard: test/functorch/test_minifier.py::TestMinifier::test_has_add_mul, test/functorch/test_minifier.py::TestMinifier::test_has_mul_minifier, test/functorch/test_minifier.py::TestMinifier::test_input_returned, test/functorch/test_minifier.py::TestMinifier::test_module, test/functorch/test_minifier.py::TestMinifier::test_tup_use 2025-08-14T22:58:41.7241466Z 2025-08-14T22:58:41.7278933Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:41.7281188Z import pkg_resources 2025-08-14T22:58:42.2424778Z Running test_flop_counter 1/1 ... [2025-08-14 22:58:42.241939] 2025-08-14T22:58:42.2425333Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:42.2429416Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_flop_counter.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:42.242523] 2025-08-14T22:58:46.6941478Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:46.6943289Z import pkg_resources 2025-08-14T22:58:47.1817856Z Running torch_np/test_nep50_examples 1/1 ... [2025-08-14 22:58:47.181222] 2025-08-14T22:58:47.1818489Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:47.1821538Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_nep50_examples.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:47.181746] 2025-08-14T22:58:48.8217879Z 2025-08-14T22:58:48.8218940Z test_flop_counter 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_flop_counter_1.1_2be47564d15f1fce_.log 2025-08-14T22:58:48.8226219Z Running 22 items in this shard: test/test_flop_counter.py::TestFlopCounter::test_addmm_out, test/test_flop_counter.py::TestFlopCounter::test_autograd_op, test/test_flop_counter.py::TestFlopCounter::test_backward, test/test_flop_counter.py::TestFlopCounter::test_backward_reset, test/test_flop_counter.py::TestFlopCounter::test_conv_backwards_as_decomposition, test/test_flop_counter.py::TestFlopCounter::test_conv_transpose_loop, test/test_flop_counter.py::TestFlopCounter::test_convs, test/test_flop_counter.py::TestFlopCounter::test_custom, test/test_flop_counter.py::TestFlopCounter::test_custom_op, test/test_flop_counter.py::TestFlopCounter::test_flop_counter_variety, test/test_flop_counter.py::TestFlopCounter::test_hook_registration, test/test_flop_counter.py::TestFlopCounter::test_inference_mode, test/test_flop_counter.py::TestFlopCounter::test_module, test/test_flop_counter.py::TestFlopCounter::test_nested_attention_fake_tensors, test/test_flop_counter.py::TestFlopCounter::test_noop, test/test_flop_counter.py::TestFlopCounter::test_op, test/test_flop_counter.py::TestFlopCounter::test_pytrees, test/test_flop_counter.py::TestFlopCounter::test_scaled_mm, test/test_flop_counter.py::TestFlopCounter::test_sdpa, test/test_flop_counter.py::TestFlopCounter::test_sdpa_nested_tensor, test/test_flop_counter.py::TestFlopCounter::test_torchscript, test/test_flop_counter.py::TestFlopCounter::test_warning 2025-08-14T22:58:48.8233219Z 2025-08-14T22:58:53.7161373Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:58:53.7163108Z import pkg_resources 2025-08-14T22:58:54.2024879Z Running higher_order_ops/test_invoke_quant 1/1 ... [2025-08-14 22:58:54.201987] 2025-08-14T22:58:54.2025817Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:58:54.2029625Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'higher_order_ops/test_invoke_quant.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:58:54.202483] 2025-08-14T22:58:55.8152060Z 2025-08-14T22:58:55.8153564Z torch_np/test_nep50_examples 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_nep50_examples_1.1_843d6f264e95ec9e_.log 2025-08-14T22:58:55.8953434Z Running 1573 items in this shard: test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_3j + array(3, complex64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_True + uint8(2), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array(1_0, float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([0_1], float32) == float64(0_1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([100], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 200, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + array(1, int64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1], uint8) + int64(1), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_0], float32) + 1e-14 == 1_0, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + 3, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + array(1_, float64), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + float64(1_), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_array([1_], float32) + int64(3), test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_bool_(True) + 1, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 1j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(1) + 3e100, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_float32(5) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(2) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int16(4) + 4j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_int32(1) + 5j, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 2, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(1) + 300, test/torch_np/test_nep50_examples.py::TestNEP50Table::test_nep50_exceptions_example_uint8(100) + 200, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_add_scalar_True_array6, 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test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_subtract_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar27_array27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar28_array28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar29_array29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar30_array30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar31_array31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar32_array32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar33_array33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar34_array34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar35_array35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_1_array9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_2_0_array26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_compare_ufuncs_name_true_divide_scalar_True_array8, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar27_array27_dtype27, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar28_array28_dtype28, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar29_array29_dtype29, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar30_array30_dtype30, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar31_array31_dtype31, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar32_array32_dtype32, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar33_array33_dtype33, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar34_array34_dtype34, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar35_array35_dtype35, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array10_dtype10, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array11_dtype11, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array12_dtype12, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array13_dtype13, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array14_dtype14, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array15_dtype15, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array16_dtype16, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array17_dtype17, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_1_array9_dtype9, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array18_dtype18, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array19_dtype19, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array20_dtype20, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array21_dtype21, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array22_dtype22, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array23_dtype23, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array24_dtype24, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array25_dtype25, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_2_0_array26_dtype26, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array0_dtype0, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array1_dtype1, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array2_dtype2, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array3_dtype3, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array4_dtype4, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array5_dtype5, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array6_dtype6, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array7_dtype7, test/torch_np/test_nep50_examples.py::TestCompareToNumpy::test_direct_compare_scalar_True_array8_dtype8 2025-08-14T22:58:55.9727579Z 2025-08-14T22:59:00.8087531Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:00.8089297Z import pkg_resources 2025-08-14T22:59:01.3067236Z Running test_per_overload_api 1/1 ... [2025-08-14 22:59:01.306149] 2025-08-14T22:59:01.3067795Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:01.3071049Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_per_overload_api.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:01.306687] 2025-08-14T22:59:06.7831876Z 2025-08-14T22:59:06.7833054Z 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_7a0c622266feb86c_.log 2025-08-14T22:59:06.7834961Z 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 2025-08-14T22:59:06.7836213Z 2025-08-14T22:59:10.3005033Z 2025-08-14T22:59:10.3006274Z higher_order_ops/test_invoke_quant 1/1 was successful, full logs can be found in artifacts with path test/test-reports/higher_order_ops.test_invoke_quant_1.1_d2038bd79ca64d5c_.log 2025-08-14T22:59:10.3012973Z Running 14 items in this shard: test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_construct_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_multiple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantEager::test_simple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_construct_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_multiple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantAotEager::test_simple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_construct_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_inline, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_multiple, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_pattern_matching, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_prologue, test/higher_order_ops/test_invoke_quant.py::TestInvokeQuantInductor::test_simple 2025-08-14T22:59:10.3019070Z 2025-08-14T22:59:11.7389482Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:11.7393833Z import pkg_resources 2025-08-14T22:59:12.2831278Z Running test_tensorexpr_pybind 1/1 ... [2025-08-14 22:59:12.282599] 2025-08-14T22:59:12.2832164Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:12.2836687Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_tensorexpr_pybind.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:12.283248] 2025-08-14T22:59:15.2636669Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:15.2638453Z import pkg_resources 2025-08-14T22:59:15.7584154Z Running test_pytree 1/1 ... [2025-08-14 22:59:15.757941] 2025-08-14T22:59:15.7584667Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:15.7589225Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_pytree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:15.758467] 2025-08-14T22:59:17.8338921Z 2025-08-14T22:59:17.8340156Z test_tensorexpr_pybind 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_tensorexpr_pybind_1.1_af819bec17aeab94_.log 2025-08-14T22:59:17.8347360Z Running 17 items in this shard: test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_alloc_in_loop, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_call_raw, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dtype_error, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dynamic_shape, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_dynamic_shape_2d, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_external_calls, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_shape_prop, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_shape_prop_module, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_custom_lowering, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_expand, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_permute, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_scalar_inputs, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_t, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_tensor_inputs, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_kernel_with_transpose, test/test_tensorexpr_pybind.py::TestTensorExprPyBind::test_simple_sum, test/test_tensorexpr_pybind.py::TestExprHandlePyBind::test_unary_ops 2025-08-14T22:59:17.8354036Z 2025-08-14T22:59:22.6259856Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:22.6261599Z import pkg_resources 2025-08-14T22:59:23.1127809Z Running test_fx_passes 1/1 ... [2025-08-14 22:59:23.112229] 2025-08-14T22:59:23.1128356Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:23.1132122Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_fx_passes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:23.112732] 2025-08-14T22:59:23.9418424Z 2025-08-14T22:59:23.9419769Z test_pytree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_pytree_1.1_d9f9c7a90bb59bba_.log 2025-08-14T22:59:23.9451915Z Running 98 items in this shard: test/test_pytree.py::TestGenericPytree::test_aligned_public_apis, test/test_pytree.py::TestGenericPytree::test_broadcast_to_and_flatten_cxx, test/test_pytree.py::TestGenericPytree::test_broadcast_to_and_flatten_py, test/test_pytree.py::TestGenericPytree::test_enum_treespec_roundtrip_cxx, test/test_pytree.py::TestGenericPytree::test_enum_treespec_roundtrip_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_defaultdict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_defaultdict_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_deque_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_deque_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_dict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_dict_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_leaf_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_leaf_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_list_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_list_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_namedtuple_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_namedtuple_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_nested_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_nested_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_ordereddict_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_ordereddict_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_max_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_max_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_min_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_return_types_min_py, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_tuple_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_unflatten_tuple_py, test/test_pytree.py::TestGenericPytree::test_flatten_with_is_leaf_cxx, test/test_pytree.py::TestGenericPytree::test_flatten_with_is_leaf_py, test/test_pytree.py::TestGenericPytree::test_is_namedtuple_cxx, test/test_pytree.py::TestGenericPytree::test_is_namedtuple_py, test/test_pytree.py::TestGenericPytree::test_is_structseq_cxx, test/test_pytree.py::TestGenericPytree::test_is_structseq_py, test/test_pytree.py::TestGenericPytree::test_pytree_serialize_bad_input_cxx, test/test_pytree.py::TestGenericPytree::test_pytree_serialize_bad_input_py, test/test_pytree.py::TestGenericPytree::test_register_pytree_node_cxx, test/test_pytree.py::TestGenericPytree::test_register_pytree_node_py, test/test_pytree.py::TestGenericPytree::test_tree_all_any_cxx, test/test_pytree.py::TestGenericPytree::test_tree_all_any_py, test/test_pytree.py::TestGenericPytree::test_tree_map_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_multi_inputs_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_multi_inputs_py, test/test_pytree.py::TestGenericPytree::test_tree_map_only_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_only_predicate_fn_cxx, test/test_pytree.py::TestGenericPytree::test_tree_map_only_predicate_fn_py, test/test_pytree.py::TestGenericPytree::test_tree_map_only_py, test/test_pytree.py::TestGenericPytree::test_tree_map_py, test/test_pytree.py::TestPythonPytree::test_constant, test/test_pytree.py::TestPythonPytree::test_constant_default_eq_error, test/test_pytree.py::TestPythonPytree::test_constant_default_hash_error, test/test_pytree.py::TestPythonPytree::test_dataclass, test/test_pytree.py::TestPythonPytree::test_deprecated_register_pytree_node, test/test_pytree.py::TestPythonPytree::test_flatten_flatten_with_key_consistency, test/test_pytree.py::TestPythonPytree::test_import_pytree_doesnt_import_optree, test/test_pytree.py::TestPythonPytree::test_key_access, test/test_pytree.py::TestPythonPytree::test_key_str, test/test_pytree.py::TestPythonPytree::test_pytree_context_serialize_bad, test/test_pytree.py::TestPythonPytree::test_pytree_custom_type_serialize, test/test_pytree.py::TestPythonPytree::test_pytree_custom_type_serialize_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_bad_protocol, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_defaultdict_enum, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_enum, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_namedtuple, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_namedtuple_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_register_bad, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec0, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec1, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec2, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec3, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec4, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec5, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec6, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec7, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec8, test/test_pytree.py::TestPythonPytree::test_pytree_serialize_spec9, test/test_pytree.py::TestPythonPytree::test_register_dataclass_class, test/test_pytree.py::TestPythonPytree::test_saved_serialized, test/test_pytree.py::TestPythonPytree::test_tree_flatten_with_path_is_leaf, test/test_pytree.py::TestPythonPytree::test_tree_flatten_with_path_roundtrip, test/test_pytree.py::TestPythonPytree::test_tree_leaves_with_path, test/test_pytree.py::TestPythonPytree::test_tree_map_with_path, test/test_pytree.py::TestPythonPytree::test_tree_map_with_path_multiple_trees, test/test_pytree.py::TestPythonPytree::test_treespec_equality, test/test_pytree.py::TestPythonPytree::test_treespec_repr, test/test_pytree.py::TestCxxPytree::test_pytree_custom_type_serialize, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_namedtuple, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec0, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec1, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec2, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec3, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec4, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec5, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec6, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec7, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec8, test/test_pytree.py::TestCxxPytree::test_pytree_serialize_spec9, test/test_pytree.py::TestCxxPytree::test_treespec_equality, test/test_pytree.py::TestCxxPytree::test_treespec_repr 2025-08-14T22:59:23.9482631Z 2025-08-14T22:59:28.8309399Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:28.8311265Z import pkg_resources 2025-08-14T22:59:29.1900524Z 2025-08-14T22:59:29.1902418Z test_fx_passes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_fx_passes_1.1_de5ec5544edfc23b_.log 2025-08-14T22:59:29.1950130Z Running 53 items in this shard: test/test_fx_passes.py::TestFXGraphPasses::test_fuser_pass_deep_model, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition0, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition1, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition10, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition11, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition2, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition3, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition4, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition5, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition6, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition7, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition8, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_partition9, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_xfail_partition0, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_xfail_partition1, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_xfail_partition2, test/test_fx_passes.py::TestFXGraphPasses::test_fuser_util_xfail_partition3, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn0_expected_partition0_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn10_expected_partition10_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn11_expected_partition11_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn12_expected_partition12_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn13_expected_partition13_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn14_expected_partition14_bookend_non_compute_pass_True, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn15_expected_partition15_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn16_expected_partition16_bookend_non_compute_pass_True, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn17_expected_partition17_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn18_expected_partition18_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn1_expected_partition1_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn2_expected_partition2_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn3_expected_partition3_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn4_expected_partition4_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn5_expected_partition5_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn6_expected_partition6_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn7_expected_partition7_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn8_expected_partition8_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_fn9_expected_partition9_bookend_non_compute_pass_False, test/test_fx_passes.py::TestFXGraphPasses::test_partitioner_independent_output_fn0_expected_partition0, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model0, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model1, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model10, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model11, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model12, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model13, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model14, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model15, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model2, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model3, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model4, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model5, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model6, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model7, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model8, test/test_fx_passes.py::TestFXMatcherUtils::test_subgraph_matcher_test_model9 2025-08-14T22:59:29.1993198Z 2025-08-14T22:59:29.3392321Z Running test_module_tracker 1/1 ... [2025-08-14 22:59:29.338691] 2025-08-14T22:59:29.3393296Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:29.3397610Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_module_tracker.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:29.339245] 2025-08-14T22:59:34.1494810Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:34.1496602Z import pkg_resources 2025-08-14T22:59:34.6566667Z Running test_typing 1/1 ... [2025-08-14 22:59:34.656023] 2025-08-14T22:59:34.6567231Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:34.6569262Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_typing.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:34.656539] 2025-08-14T22:59:34.9154066Z 2025-08-14T22:59:34.9155250Z test_module_tracker 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_module_tracker_1.1_bb9ac60252d2f32e_.log 2025-08-14T22:59:34.9157115Z 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 2025-08-14T22:59:34.9158326Z 2025-08-14T22:59:39.7674614Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T22:59:40.2478484Z import pkg_resources 2025-08-14T22:59:40.2478992Z Running test_nestedtensor 4/5 ... [2025-08-14 22:59:40.247381] 2025-08-14T22:59:40.2479518Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T22:59:40.2482980Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_nestedtensor.py', '-m', 'not serial', '--shard-id=4', '--num-shards=5', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 22:59:40.247873] 2025-08-14T23:01:31.0441275Z 2025-08-14T23:01:31.0444153Z test_typing 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_typing_1.1_98ff1817a8119d91_.log 2025-08-14T23:01:31.0449545Z Running 18 items in this shard: test/test_typing.py::TestTyping::test_fail_arithmetic_ops.py, test/test_typing.py::TestTyping::test_fail_creation_ops.py, test/test_typing.py::TestTyping::test_fail_random.py, test/test_typing.py::TestTyping::test_fail_torch_size.py, test/test_typing.py::TestTyping::test_reveal_module_list.py, test/test_typing.py::TestTyping::test_reveal_namedtuple.py, test/test_typing.py::TestTyping::test_reveal_opt_size.py, test/test_typing.py::TestTyping::test_reveal_size.py, test/test_typing.py::TestTyping::test_reveal_tensor_constructors.py, test/test_typing.py::TestTyping::test_reveal_tensor_copy.py, test/test_typing.py::TestTyping::test_reveal_tensor_sampling.py, test/test_typing.py::TestTyping::test_reveal_torch_optim.py, test/test_typing.py::TestTyping::test_success_arithmetic_ops.py, test/test_typing.py::TestTyping::test_success_creation_ops.py, test/test_typing.py::TestTyping::test_success_cuda_steam.py, test/test_typing.py::TestTyping::test_success_distributions.py, test/test_typing.py::TestTyping::test_success_math_ops.py, test/test_typing.py::TestTyping::test_success_torch_size.py 2025-08-14T23:01:31.0454670Z 2025-08-14T23:01:35.8630790Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:01:35.8632833Z import pkg_resources 2025-08-14T23:01:36.3367326Z Running test_meta 6/6 ... [2025-08-14 23:01:36.336155] 2025-08-14T23:01:36.3367816Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:01:36.3371679Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_meta.py', '-m', 'not serial', '--shard-id=6', '--num-shards=6', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:01:36.336716] 2025-08-14T23:08:04.6394581Z 2025-08-14T23:08:04.6398341Z test_nestedtensor 4/5 was successful, full logs can be found in artifacts with path test/test-reports/test_nestedtensor_4.5_f293f90407889732_.log 2025-08-14T23:08:04.6586227Z Running 326 items in this shard: test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_3_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_2d_nested_tensor_batch_size_4_max_seq_len_3_vocab_size_20, 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_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_batch_size_4_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_3_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_5_vocab_size_10, test/test_nestedtensor.py::TestNestedTensor::test_3d_nested_tensor_float_batch_size_2_max_seq_len_5_vocab_size_20, test/test_nestedtensor.py::TestNestedTensor::test_copy_, test/test_nestedtensor.py::TestNestedTensor::test_dim, test/test_nestedtensor.py::TestNestedTensor::test_is_contiguous, test/test_nestedtensor.py::TestNestedTensor::test_repr_string, test/test_nestedtensor.py::TestNestedTensor::test_size_dim, test/test_nestedtensor.py::TestNestedTensor::test_stride, test/test_nestedtensor.py::TestNestedTensor::test_unbind_dim, test/test_nestedtensor.py::TestNestedInt::test_comparisons, test/test_nestedtensor.py::TestNestedInt::test_with_factor, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_clone_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_clone_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_contiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_dropout_strided_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_embedding_jagged_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_linear_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_add_transpose_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_chunk_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_dense_elementwise_embedding_dim_256_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_div_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_indexing_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_mul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_split_with_sizes_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_nested_tensor_sub_transpose_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_False_weights_only_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_serialization_requires_grad_True_weights_only_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_squeeze_unsqueeze_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_dim4_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_to_padded_tensor_noncontiguous_cuda_float16, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_transpose_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_relu__cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_relu_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unary_funcs_sin_cuda, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_unbind_noncontiguous_cuda_float64, test/test_nestedtensor.py::TestNestedTensorDeviceTypeCUDA::test_view_cuda_float16, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_abs_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_indexing_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_128_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_5d_size_32_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_1024_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_layer_norm_backward_size_512_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_masked_fill_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_from_mask_and_to_padded_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_matmul_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_reshape_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_nested_tensor_softmax_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_relu_backward_cuda, test/test_nestedtensor.py::TestNestedTensorAutogradCUDA::test_set_requires_grad_from_list_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_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_False_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_1_layout_strided_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_2_layout_strided_requires_grad_True_contiguous_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_3_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, 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_4_layout_jagged_requires_grad_False_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_False_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_jagged_requires_grad_True_contiguous_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_as_nested_tensor_from_tensor_dim_4_layout_strided_requires_grad_True_contiguous_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_broadcast_shapes_on_in_graph_constructed_njt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_chunk_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_compile_padded_dense_conversion_preserves_metadata_cache_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_compile_with_dynamic_max_seq_len_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_composite_op_in_inference_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_construction_from_list_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_flex_attention_noncontig_with_holes_False_cross_attention_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_is_contiguous_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_False_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_layout_construction_nested_tensor_requires_grad_False_components_require_grad_False_cuda_float64, 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_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_jagged_view_from_values_offsets_requires_grad_True_values_is_view_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_2d_input_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_operate_on_batch_dim_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_operate_on_batch_dim_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_reduce_ragged_idx_1_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_with_lengths_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_layer_norm_with_lengths_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_like_value_randn_like_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_linear_nt_dim_5_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_nested_tensor_from_jagged_pass_min_max_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_transposed_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_transposed_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_noncontiguous_to_noncontig_with_holes_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_mean_keepdim_False_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_batch_only_different_output_shape_sum_keepdim_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_False_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_mean_keepdim_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_sum_keepdim_False_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_1_different_output_shape_sum_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_False_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_mean_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_1_keepdim_True_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_True_requires_grad_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_reduce_ragged_idx_greater_than_1_different_output_shape_sum_transpose_offset_2_keepdim_True_requires_grad_True_components_require_grad_False_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_mean_keepdim_True_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_transpose_non_ragged_dim_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_with_lengths_different_output_shape_mean_keepdim_False_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_op_dim_with_lengths_different_output_shape_sum_keepdim_True_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sdpa_with_constant_sequence_length_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_serialization_noncontig_transposed_weights_only_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_1_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_1_requires_grad_False_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_reduce_ragged_idx_greater_than_1_same_output_shape_transpose_offset_1_requires_grad_True_components_require_grad_True_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_requires_grad_True_components_require_grad_False_log_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_requires_grad_True_components_require_grad_True_log_softmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_softmax_dim_with_lengths_requires_grad_True_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_split_with_sizes_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_batch_and_non_batch_keepdim_True_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_False_components_require_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_sum_dim_reduce_ragged_and_non_batch_keepdim_True_requires_grad_False_components_require_grad_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_to_copy_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_dtype_cuda, 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_False_cuda_float32, 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_3_requires_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_compile_nt_dim_4_requires_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_2_requires_grad_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_3_requires_grad_False_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_3_requires_grad_True_cuda_float16, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_3_requires_grad_True_cuda_float64, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_4_requires_grad_False_cuda_bool, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_to_padded_tensor_nt_dim_4_requires_grad_False_cuda_float32, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unbind_transpose_ragged_idx_2_cuda, test/test_nestedtensor.py::TestNestedTensorSubclassCUDA::test_unbind_transpose_ragged_idx_last_dim_cuda, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward___rdiv___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward___rsub___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_acosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_asinh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_deg2rad_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_exp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_fill_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_float_power_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_floor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_log2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_masked_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_masked_std_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_matmul_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_minimum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_elu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_hardshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_logsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_relu6_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_nn_functional_silu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_real_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_split_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_tan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_backward_unflatten_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward___rpow___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_amin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atan2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_bfloat16_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cdouble_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_cos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_digamma_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_floor_rounding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_erf_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_expm1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_frexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_index_put_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_log_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_logit_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nanmean_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_logsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_prelu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_relu6_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_nn_functional_selu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_polygamma_polygamma_n_4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_prod_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_round_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_select_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sgn_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_special_i0e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_sqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_squeeze_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_unflatten_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_backward_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward___rsub___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_acos_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_add_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_asin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_atan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_bool_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cdouble_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_clamp_max_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_conj_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_cosh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_double_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_half_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_hash_tensor_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_hypot_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isclose_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_isnan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_le_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_linalg_vector_norm_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_log10_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_logical_or_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_amax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_masked_var_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_neg_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nextafter_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_celu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_linear_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_nn_functional_softsign_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_polygamma_polygamma_n_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_round_decimals_neg_3_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_rsqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_j1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_bessel_y1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_chebyshev_polynomial_t_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_chebyshev_polynomial_v_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_hermite_polynomial_h_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_special_i1e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_square_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_sub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_compile_forward_tanh_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward___rmod___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward___rmul___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward___rpow___cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_amax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ceil_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_char_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_div_no_rounding_mode_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_erfc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_erfinv_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_expm1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_fmin_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_frac_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ge_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_hypot_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_int_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_isnan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_jiterator_binary_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_ldexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_long_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_argmax_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_masked_logsumexp_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_max_reduction_with_dim_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_minimum_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nanmean_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nextafter_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_embedding_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_hardshrink_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_hardsigmoid_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_relu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_selu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_nn_functional_silu_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_1_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_2_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_polygamma_polygamma_n_4_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_positive_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_reciprocal_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_remainder_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_rsqrt_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_rsub_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_sinc_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_bessel_j0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_chebyshev_polynomial_u_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_chebyshev_polynomial_w_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_entr_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_erfcx_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_i0e_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_special_i1_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_scaled_modified_bessel_k0_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_split_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_tan_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_forward_var_unbiased_cuda_float32, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_nested_tensor_input_mutation_backward_cuda, test/test_nestedtensor.py::TestNestedTensorOpInfoCUDA::test_nested_tensor_non_contiguous_mutation_cuda 2025-08-14T23:08:04.6760258Z 2025-08-14T23:08:09.7161822Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:08:09.7163597Z import pkg_resources 2025-08-14T23:08:10.2387389Z Running test_decomp 2/26 ... [2025-08-14 23:08:10.238260] 2025-08-14T23:08:10.2387920Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:08:10.2392615Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=2', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:08:10.238854] 2025-08-14T23:14:52.0441145Z 2025-08-14T23:14:52.0442853Z test_decomp 2/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_2.26_7ead4b4837fd620a_.log 2025-08-14T23:14:52.0562543Z Running 331 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addcdiv_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_float64, 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_atanh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_baddbmm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_or_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_tensors_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfinv_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float8_e5m2fnuz, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lgamma_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_ex_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_hermitian_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_tensorinv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_tensor_overload_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log1p_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_unpack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_cumsum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_with_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_median_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_no_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_minimum_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_msort_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_5_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nansum_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ne_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_empty_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool2d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_batch_norm_without_cudnn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_with_train_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gelu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_group_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_logsigmoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_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_replicate_negative_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_selu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softsign_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_unfold_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pow_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_put_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randint_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reciprocal_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_conj_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_conj_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_decimals_0_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_add_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_sum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sign_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_general_hamming_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signbit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sparse_mm_reduce_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_bessel_j1_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_u_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_v_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_log_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensordot_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapezoid_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vdot_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_addmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_asin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_max_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_deg2rad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_squeeze_multiple_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_deg2rad_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_diag_embed_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_int64, 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artifacts with path test/test-reports/test_meta_6.6_ec34e138de4fec99_.log 2025-08-14T23:14:55.3873858Z Running 6756 items in this shard: test/test_meta.py::TestMetaConverter::test_non_leaf_torture, test/test_meta.py::TestMetaConverter::test_view_of_view_of_leaf, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___radd___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rdiv___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rmul___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype___rpow___cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs__conversions_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs__conversions_polar_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_binary_ufuncs_mixed_dtype__refs_hypot_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_argwhere_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_partial_views_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_asinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_baddbmm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bincount_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bitwise_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_byte_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cauchy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_char_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_clone_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_column_stack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_contiguous_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_corrcoef_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cummin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumsum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_cumulative_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_deg2rad_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_floor_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_double_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_einsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_equal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_erfc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expand_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_float8_e5m2fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_hfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_irfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fft_rfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_flipud_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_float_power_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_full_like_cuda_uint32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gather_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hash_tensor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_inner_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_int_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isfinite_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isnan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isposinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_le_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_ldl_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_matrix_rank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_multi_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_qr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_slogdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vander_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logaddexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_or_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mH_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_select_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_std_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_no_dim_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_min_reduction_with_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_minimum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_dropout_backward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ne_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_neg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_avg_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cosine_embedding_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_elu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_embedding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_gelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_hardshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_huber_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_instance_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_interpolate_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_linear_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_local_response_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_margin_ranking_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mish_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mish_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mse_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_mse_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_head_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multi_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_multilabel_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_constant_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pad_replicate_negative_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pairwise_distance_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_pixel_unshuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_poisson_nll_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rms_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_rrelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_silu_complex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_smooth_l1_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_soft_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_soft_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softmin_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_softsign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_unfold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_unfold_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nn_functional_upsample_nearest_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_nonzero_static_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_in_place_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pca_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_polygamma_polygamma_n_4_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_pow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rad2deg_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randint_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_randn_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reciprocal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_renorm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_reshape_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resize_as__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_resolve_neg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_roll_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rot90_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_rsub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scalar_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_scatter_reduce_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_searchsorted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_select_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_short_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signal_windows_nuttall_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_signbit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_slice_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_mm_reduce_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sparse_mm_reduce_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_hermite_polynomial_he_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i0e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i1e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_i1e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_laguerre_polynomial_l_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_log_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_modified_bessel_k1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_spherical_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_list_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_split_with_sizes_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sqrt_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tanh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensor_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tensordot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_to_sparse_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__efficient_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_transpose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trapz_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_trunc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unbind_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unfold_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_uniform_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_consecutive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unique_cuda_uint64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_unsqueeze_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_var_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_view_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_vstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_where_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_where_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zeros_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_inplace_zeros_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_H_cuda_float64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_ceil_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_div_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_div_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_div_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_exp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_floor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_frac_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_frac_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_frac_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lerp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lerp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log10_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log1p_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_log_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_max_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_maximum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_mul_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_norm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_reciprocal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_rsqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_sub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_tanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_lengths_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__segment_reduce_lengths_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__softmax_backward_data_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__unsafe_masked_index_put_accumulate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_acosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_alias_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_all_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_aminmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_angle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_as_strided_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_1d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_baddbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_left_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_right_shift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bitwise_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_block_diag_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bool_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cfloat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_char_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clamp_min_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_clone_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_column_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_conj_physical_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_count_nonzero_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_cumulative_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_deg2rad_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diag_embed_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diagonal_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_no_rounding_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_dstack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eq_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_erfinv_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_as_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_eye_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_hfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft2_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_ifftshift_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_irfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fliplr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_flipud_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_float_power_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_fmod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_frexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_full_like_cuda_uint16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gather_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gcd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_geometric_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_gt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hash_tensor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_heaviside_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_histc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_hsplit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_fill_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_amax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_mean_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_index_select_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_inner_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_int_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isclose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isfinite_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isinf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isnan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isneginf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isneginf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_2inputs_2outputs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_jiterator_binary_return_by_ref_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_kthvalue_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lcm_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ldexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_le_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cond_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cond_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_cross_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvalsh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_eigvalsh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_matrix_rank_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_multi_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_pinv_hermitian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_svdvals_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vander_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linalg_vector_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_linspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log1p_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logical_xor_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_lt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mH_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_masked_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_pool2d_with_indices_backward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_max_reduction_with_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_list_of_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_meshgrid_variadic_tensors_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_min_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_minimum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_movedim_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_msort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mul_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_multinomial_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nanmedian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_full_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_new_zeros_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_avg_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_celu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_celu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_channel_shuffle_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_conv_transpose3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_ctc_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_elu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_gaussian_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_group_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_group_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_huber_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_huber_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_area_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_area_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_bicubic_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_kl_div_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_l1_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_leaky_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_leaky_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_linear_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_logsigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_margin_ranking_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_mse_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_circular_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_constant_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pad_replicate_negative_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pairwise_distance_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_shuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_pixel_unshuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_prelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu6_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_selu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_silu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_smooth_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softplus_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_softsign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_tanhshrink_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_fro_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_norm_nuc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ormqr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_polygamma_polygamma_n_2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_positive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rad2deg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rand_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize__cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_roll_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsqrt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_rsub_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scalar_tensor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_scatter_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sgn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signal_windows_bartlett_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_signbit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_mm_reduce_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sparse_mm_reduce_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_airy_ai_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_j1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_bessel_y1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_entr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_erfcx_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i0e_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_i1e_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_laguerre_polynomial_l_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_legendre_polynomial_p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_ndtri_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_scaled_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_spherical_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_spherical_bessel_j0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_special_zeta_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_list_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_split_with_sizes_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_squeeze_multiple_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sub_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_svd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_to_sparse_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_topk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapezoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_trapz_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_triu_indices_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unfold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_uniform_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unique_consecutive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unravel_index_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unravel_index_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsafe_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_meta_outplace_unsqueeze_copy_cuda_float32, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_rfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fft_rfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_reduce_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_index_reduce_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_item_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_jiterator_2inputs_2outputs_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_kthvalue_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_ldexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_eigh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_eigvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_inv_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_matrix_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linalg_solve_triangular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_linspace_tensor_overload_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mH_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_min_reduction_no_dim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_native_layer_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv_transpose1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_ctc_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_interpolate_trilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_max_unpool3d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_rrelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_smooth_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_nn_functional_threshold_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_norm_fro_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_pow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signal_windows_general_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_entr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_modified_bessel_i1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_scaled_modified_bessel_k0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_spherical_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_special_xlog1py_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_squeeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_unsqueeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_vsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_all_strides_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_allclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_angle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_argwhere_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_as_strided_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_asinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atanh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_2d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_atleast_3d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_baddbmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bernoulli_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_left_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_left_shift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_block_diag_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_tensors_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_byte_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cartesian_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cat_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cauchy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cdouble_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cfloat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chalf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_char_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_clone_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_column_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_combinations_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_constant_pad_nd_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_contiguous_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_corrcoef_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cross_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cummin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumprod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_deg2rad_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_embed_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diag_embed_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagflat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_digamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_no_rounding_mode_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_div_trunc_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_dstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_einsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_erfinv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expand_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_eye_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftshift_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_fftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_hfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_ihfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fft_rfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flatten_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flip_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fliplr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_flipud_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_floor_divide_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gather_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ge_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_geometric_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gradient_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_grid_sampler_2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_grid_sampler_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_histc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_i0_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_igamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_add_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_put_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_amin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_inner_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_int_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isclose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isfinite_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isnan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isposinf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_isreal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_istft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_item_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_2inputs_2outputs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_binary_return_by_ref_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_jiterator_unary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kron_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lcm_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ldexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lgamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cholesky_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_cross_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_householder_product_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_inv_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lstsq_grad_oriented_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_lu_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_solve_triangular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_svdvals_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_tensorinv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vecdot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linalg_vector_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_linspace_tensor_overload_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log10_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_log_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logdet_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_and_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_not_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logical_xor_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logspace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_lu_unpack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mH_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mT_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_argmin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumprod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_fill_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_log_softmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_normalize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_normalize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_softmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_std_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_masked_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_matrix_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_binary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_max_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_maximum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_min_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mode_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mode_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_multinomial_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanmedian_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nanquantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_narrow_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_native_layer_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ne_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_new_zeros_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nextafter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_alpha_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_avg_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_channel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv1d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_cosine_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_ctc_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_dropout3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_elu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_elu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_grid_sample_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_group_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_huber_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_interpolate_bicubic_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_interpolate_nearest_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_kl_div_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_linear_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_local_response_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_logsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_max_unpool3d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_mish_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_mse_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_mse_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pad_replicate_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_shuffle_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_poisson_nll_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_prelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_relu6_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_rrelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_selu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softplus_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_softsign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_tanhshrink_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_nonzero_static_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_fro_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_fro_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_norm_nuc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_in_place_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_normal_number_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pca_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pinverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_quantile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rand_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randint_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_ravel_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_reshape_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resize_as__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_conj_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_resolve_neg_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_roll_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_neg_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_scatter_reduce_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_searchsorted_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_select_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sgn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sigmoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_blackman_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_general_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signal_windows_kaiser_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_signbit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sinh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_softmax_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sparse_mm_reduce_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sparse_sampled_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j0_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_j1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_bessel_y0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_chebyshev_polynomial_w_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_entr_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_erfcx_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_hermite_polynomial_he_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_i1e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_laguerre_polynomial_l_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_legendre_polynomial_p_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_i1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_scaled_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_v_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_list_args_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_split_with_sizes_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_unbiased_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_std_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_along_dim_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_along_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tensor_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_topk_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trace_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapezoid_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_trapz_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triangular_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_tril_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_true_divide_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unfold_cuda_uint8, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_unsqueeze_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_inplace_view_cuda_int64, 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test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_bfloat16_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_byte_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_clamp_max_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_dot_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_eq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_expand_as_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_fft_hfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_fft_ihfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_fmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_inner_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_isneginf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_kron_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_ldl_factor_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_norm_subgradients_at_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_lu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mT_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_argmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_logsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_native_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_cosine_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_group_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_hinge_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_interpolate_bilinear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_kl_div_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_multilabel_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_one_hot_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_pad_circular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_pad_reflect_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_rms_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_selu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_outer_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_renorm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_resolve_neg_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_round_decimals_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_scatter_reduce_sum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_signal_windows_exponential_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_i1e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_scaled_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_special_shifted_chebyshev_polynomial_w_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_split_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_squeeze_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_tile_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_true_divide_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_unique_consecutive_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_all_strides_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_aminmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_angle_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_any_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_arange_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_partial_views_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_as_strided_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_asinh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_1d_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_atleast_3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bfloat16_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bitwise_xor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_block_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bool_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_tensors_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_bucketize_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_byte_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cdouble_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ceil_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chalf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_inverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_inverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_chunk_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_clone_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_column_stack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_conj_physical_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_constant_pad_nd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_contiguous_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_copysign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_corrcoef_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_count_nonzero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cummin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_cumulative_trapezoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_deg2rad_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diag_embed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagflat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diagonal_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_digamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_no_rounding_mode_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_div_trunc_rounding_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_dstack_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_einsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_permuted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_empty_strided_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eq_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_equal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_erfinv_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_expm1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_fftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_ihfft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fft_irfftn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flip_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_float_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_fmod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_full_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ge_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geqrf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_geqrf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gradient_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_grid_sampler_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_gt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_heaviside_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_index_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isclose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isfinite_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isinf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isnan_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isneginf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isposinf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_item_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_2inputs_2outputs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_kthvalue_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ldexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_le_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lerp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_det_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_eigvalsh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_householder_product_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_inv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_ldl_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lstsq_grad_oriented_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_factor_ex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_matrix_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_norm_subgradients_at_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_pinv_hermitian_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_qr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_solve_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_svdvals_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vander_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vecdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_and_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_not_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logical_or_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logit_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logspace_tensor_overload_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_long_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mH_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mT_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumprod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_logsumexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_softmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_std_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_masked_var_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matmul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_max_reduction_with_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_list_of_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_list_of_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_meshgrid_variadic_tensors_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_min_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mode_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_movedim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_msort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_msort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_mvlgamma_mvlgamma_p_5_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nan_to_num_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nanmedian_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_native_batch_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_native_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_full_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_ones_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_zeros_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_new_zeros_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_alpha_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_avg_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_binary_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_binary_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_binary_cross_entropy_with_logits_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv3d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv_transpose2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv_transpose3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_conv_transpose3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_embedding_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_embedding_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cosine_similarity_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_cross_entropy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_dropout3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_elu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_elu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_embedding_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_fractional_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_gelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_glu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_grid_sample_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_grid_sample_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardsigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardswish_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_huber_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_area_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_bicubic_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_linear_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_l1_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_layer_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_leaky_relu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_logsigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_margin_ranking_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool1d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_multi_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_multilabel_margin_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_circular_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_circular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_circular_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_constant_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_constant_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_reflect_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_reflect_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_replicate_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_replicate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_replicate_negative_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pad_replicate_negative_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pairwise_distance_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pairwise_distance_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_unshuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_pixel_unshuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_poisson_nll_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_poisson_nll_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_prelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_relu6_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_silu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_soft_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_softsign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_tanhshrink_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_threshold_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nn_functional_upsample_nearest_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_static_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_static_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_fro_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_inf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_nuc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_norm_nuc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_normal_number_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ones_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_outer_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_permute_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_3_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_polygamma_polygamma_n_4_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_positive_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rad2deg_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rand_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randint_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_ravel_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_real_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_remainder_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_renorm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resize_as__cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_conj_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_resolve_neg_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rot90_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_round_decimals_neg_3_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsqrt_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_rsub_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scalar_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_scatter_reduce_sum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_searchsorted_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sgn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sgn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sgn_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_short_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sign_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_cosine_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hamming_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hamming_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signal_windows_hann_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_signbit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_slice_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sparse_sampled_addmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_j1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_y0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_y0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_y1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_bessel_y1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_u_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_chebyshev_polynomial_w_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_entr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_hermite_polynomial_he_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_hermite_polynomial_he_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_i0e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_i0e_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_i1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_i1e_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_i1e_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_log_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_log_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_log_ndtr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_modified_bessel_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_modified_bessel_i0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_modified_bessel_k1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_ndtr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_ndtri_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_scaled_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_shifted_chebyshev_polynomial_t_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_spherical_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_xlog1py_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_xlog1py_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_xlog1py_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_zeta_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_special_zeta_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_split_list_args_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_split_with_sizes_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sqrt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_square_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_squeeze_multiple_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_stack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_stack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_stack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_std_mean_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_std_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_std_unbiased_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_stft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sub_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_sum_to_size_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_svd_lowrank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_along_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_take_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensor_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tensordot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tile_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_to_sparse_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_topk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_trapz_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_tril_indices_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unflatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unfold_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_uniform_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_int32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_consecutive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unique_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_var_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_as_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_view_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_vsplit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_where_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_xlogy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zero__cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_cuda_float32, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_dispatch_symbolic_meta_outplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_embedding_bag_dense_backward_per_sample_weights_cuda, test/test_meta.py::TestMetaCUDA::test_fill_stride_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask1_cuda, test/test_meta.py::TestMetaCUDA::test_group_norm_backward_output_mask4_cuda, test/test_meta.py::TestMetaCUDA::test_inplace_masked_fill_error_cuda, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_H_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_T_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___radd___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rdiv___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmod___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rmul___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___ror___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___ror___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rpow___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rsub___cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace___rxor___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__batch_norm_with_update_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__chunk_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_abs_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_acos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_add_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcdiv_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_addcmul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_asin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_atan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cos_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_cosh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_div_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_floor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_frac_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lerp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_lgamma_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log1p_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_max_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_mul_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_norm_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_round_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_rsqrt_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_sqrt_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__foreach_zero_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace__softmax_backward_data_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_abs_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_acosh_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addbmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addcmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_addr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_alias_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_all_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_allclose_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_amin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_any_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_arange_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argmin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_argwhere_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_as_strided_scatter_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_asin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_1d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_2d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bfloat16_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_right_shift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bitwise_xor_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bool_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_broadcast_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_byte_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cartesian_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cat_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cauchy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cdouble_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ceil_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chalf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_inverse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cholesky_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_chunk_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_clone_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_combinations_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_conj_physical_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_constant_pad_nd_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_copysign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_corrcoef_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cos_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cosh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_count_nonzero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cov_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cross_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cummin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_cumulative_trapezoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diag_embed_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagflat_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_diff_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_digamma_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dist_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_floor_rounding_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_div_trunc_rounding_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_double_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dsplit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_dstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eq_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_equal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erf_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_erfinv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expand_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_expm1_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_exponential_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_eye_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fft_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_fftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_hfftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftn_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_irfftn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfft2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fft_rfftn_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flatten_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flip_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fliplr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_flipud_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_float_power_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_floor_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_full_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gather_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gcd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ge_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geometric_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_geqrf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gradient_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hash_tensor_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_histc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hsplit_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_hstack_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_fill_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_mean_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_reduce_prod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_index_select_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isclose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isfinite_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isinf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isneginf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_isreal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_istft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_item_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_2inputs_2outputs_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_4inputs_with_extra_args_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_binary_return_by_ref_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_jiterator_unary_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kron_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kthvalue_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_kthvalue_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lcm_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ldexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lerp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_cross_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_diagonal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_eigh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_ldl_factor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lstsq_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_lu_factor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_power_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_matrix_rank_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_multi_dot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_pinv_singular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_qr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_slogdet_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_solve_ex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_tensorsolve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_linspace_tensor_overload_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log10_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log1p_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_normal_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_log_softmax_with_dtype_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logaddexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logcumsumexp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_not_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logical_or_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logit_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logspace_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_long_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lt_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_lu_unpack_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mT_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_amin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumprod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_log_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_median_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_prod_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_softmin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_std_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_sum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_pool2d_with_indices_backward_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_maximum_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_meshgrid_variadic_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_binary_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_no_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_min_reduction_with_dim_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mode_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_movedim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mul_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_mvlgamma_mvlgamma_p_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nansum_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_narrow_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_native_dropout_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ne_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_empty_strided_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_full_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_new_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nextafter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_avg_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_avg_pool3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_batch_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_celu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_channel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose1d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_conv_transpose3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_embedding_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_embedding_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_cross_entropy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_embedding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_with_train_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_feature_alpha_dropout_without_train_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_fractional_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gaussian_nll_loss_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_gelu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_glu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_grid_sample_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardshrink_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_hardtanh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_area_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bicubic_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_bilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest-exact_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_interpolate_nearest_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_l1_loss_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_layer_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_local_response_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_local_response_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_logsigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_margin_ranking_loss_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_pool3d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_max_unpool1d_grad_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_head_attention_forward_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multi_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_multilabel_soft_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_circular_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pad_replicate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pairwise_distance_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_shuffle_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_shuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_pixel_unshuffle_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_poisson_nll_loss_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu6_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_rms_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_silu_complex_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_smooth_l1_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_soft_margin_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softplus_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_softshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_tanhshrink_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_threshold_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nn_functional_upsample_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_fro_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_norm_nuc_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_in_place_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_normal_number_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ones_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_outer_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pca_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_permute_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_3_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_polygamma_polygamma_n_4_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_positive_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_pow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_prod_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_put_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rand_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randint_like_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_randn_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_ravel_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_real_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reciprocal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_repeat_interleave_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_reshape_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize__cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resize_as__cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_conj_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_resolve_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_roll_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rot90_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_round_decimals_neg_3_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_rsub_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scalar_tensor_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_add_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_amin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_mean_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_scatter_reduce_prod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_searchsorted_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sgn_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_short_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sigmoid_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sign_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_bartlett_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_blackman_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_gaussian_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signal_windows_general_cosine_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_signbit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_slice_scatter_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_softmax_with_dtype_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_mm_reduce_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sparse_sampled_addmm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_airy_ai_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_airy_ai_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_j0_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_bessel_y1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_u_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_v_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_v_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_v_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_chebyshev_polynomial_w_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_entr_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_erfcx_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_hermite_polynomial_he_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i0e_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i0e_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_i1_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_laguerre_polynomial_l_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_log_ndtr_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_i0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_modified_bessel_k1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtr_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtri_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtri_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_ndtri_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_polygamma_special_polygamma_n_0_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_scaled_modified_bessel_k1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_u_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_shifted_chebyshev_polynomial_w_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_spherical_bessel_j0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_spherical_bessel_j0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_special_xlog1py_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_list_args_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_copy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_split_with_sizes_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sqrt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_square_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_squeeze_multiple_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_mean_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_std_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sub_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_sum_to_size_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_svd_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_t_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tan_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensor_split_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tile_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_to_sparse_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trace_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_transpose_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trapz_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_tril_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_triu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_true_divide_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unflatten_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unique_consecutive_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_chunk_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsafe_split_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_unsqueeze_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_var_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_complex_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_as_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_view_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_vstack_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_inplace_xlogy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zero__cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_inplace_zeros_like_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_H_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_T_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___getitem___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___radd___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rand___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rand___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rand___cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rdiv___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmatmul___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmatmul___cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmod___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rmul___cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace___ror___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rpow___cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace___rxor___cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__chunk_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_abs_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcdiv_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_addcmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_asin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_atan_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_ceil_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_max_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_clamp_min_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cos_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_cosh_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_div_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erf_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_erfc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_exp_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_expm1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_floor_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_frac_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lerp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_lgamma_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log10_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_log_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_max_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_maximum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_neg_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_pow_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_reciprocal_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_round_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_rsqrt_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sign_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sqrt_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_sub_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_tanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_trunc_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__foreach_zero_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace__native_batch_norm_legit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__segment_reduce_offsets_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace__unsafe_masked_index_put_accumulate_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace__upsample_bilinear2d_aa_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_abs_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_acos_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_add_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addbmm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcdiv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addcmul_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_addmm_decomposed_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_alias_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_all_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_amin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_aminmax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_angle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_any_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_arange_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argmin_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argsort_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_argwhere_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_as_strided_scatter_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asin_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_asinh_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan2_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atan_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atanh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_2d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_atleast_3d_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bernoulli_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bfloat16_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bincount_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_left_shift_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_not_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_or_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bitwise_right_shift_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bmm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bool_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_shapes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_tensors_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_broadcast_to_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_bucketize_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_byte_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cartesian_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cat_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cdouble_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ceil_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cfloat_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chalf_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_char_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cholesky_solve_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_chunk_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_max_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clamp_min_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_clone_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_column_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_combinations_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_complex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_conj_physical_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_constant_pad_nd_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_contiguous_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_copysign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cos_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cosh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_count_nonzero_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cov_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cross_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cummax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_cumsum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_deg2rad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diag_embed_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagflat_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diagonal_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_diff_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dist_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_floor_rounding_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_no_rounding_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_div_trunc_rounding_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_double_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_dstack_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_einsum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_permuted_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_empty_strided_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eq_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_equal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfc_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_erfinv_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp2_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_exp_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_as_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expand_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_expm1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_float8_e4m3fnuz, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_eye_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_fftshift_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_hfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft2_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifft_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftn_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ifftshift_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft2_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfft_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_ihfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft2_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfft_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_irfftn_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfft2_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fft_rfftn_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fill_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flatten_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flip_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fliplr_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_flipud_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_float_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_floor_divide_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_fmod_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_frexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_full_like_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gather_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gcd_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ge_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_geometric_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gradient_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_gt_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_half_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hash_tensor_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_heaviside_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_histc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hsplit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_hypot_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_i0_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_igammac_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_imag_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_add_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_fill_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_put_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_amin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_reduce_prod_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_index_select_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_inner_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_int_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isclose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isfinite_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isin_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isin_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isnan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isneginf_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isposinf_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_isreal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_item_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_2inputs_2outputs_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_4inputs_with_extra_args_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_binary_return_by_ref_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_jiterator_unary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lcm_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lcm_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ldexp_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_le_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_le_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_cond_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_det_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_diagonal_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eig_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eig_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigh_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_eigh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_inv_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_ldl_factor_ex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lstsq_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_factor_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_factor_ex_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_lu_solve_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_matrix_power_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_norm_subgradients_at_zero_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_hermitian_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_pinv_singular_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_qr_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_slogdet_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_solve_triangular_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_svdvals_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_tensorsolve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vander_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vecdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linalg_vector_norm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_linspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log10_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log1p_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log2_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_normal_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_log_softmax_with_dtype_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logcumsumexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_and_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_or_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logical_xor_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logit_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logspace_tensor_overload_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_long_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lt_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_lu_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mH_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amax_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_amin_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmax_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_argmin_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumprod_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_cumsum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_log_softmax_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logaddexp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_logsumexp_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_mean_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_normalize_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_prod_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_select_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_softmax_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_std_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_masked_var_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matmul_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_matrix_exp_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_pool2d_with_indices_backward_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_no_dim_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_max_reduction_with_dim_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_maximum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mean_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_median_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_list_of_tensors_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_meshgrid_variadic_tensors_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_binary_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_min_reduction_with_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_minimum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mode_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_msort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mul_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mv_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_mvlgamma_mvlgamma_p_3_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nan_to_num_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nansum_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_narrow_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_native_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_neg_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_empty_strided_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_full_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_new_ones_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_adaptive_max_pool3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_alpha_dropout_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_batch_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_batch_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_binary_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_celu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_channel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv3d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose2d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_conv_transpose3d_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cosine_similarity_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_cross_entropy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_elu_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_bag_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_embedding_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_feature_alpha_dropout_with_train_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gaussian_nll_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_gelu_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_grid_sample_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_grid_sample_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_group_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardsigmoid_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardsigmoid_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hardtanh_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hinge_embedding_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_hinge_embedding_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_huber_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_instance_norm_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_bicubic_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest-exact_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_nearest_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_interpolate_trilinear_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_kl_div_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_l1_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_l1_loss_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_local_response_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_margin_ranking_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool1d_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_pool1d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool1d_grad_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_max_unpool2d_grad_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mish_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_mse_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_head_attention_forward_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multi_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_multilabel_margin_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_normalize_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_normalize_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_circular_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_reflect_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pad_replicate_negative_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pairwise_distance_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pdist_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_shuffle_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_pixel_unshuffle_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_poisson_nll_loss_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_prelu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu6_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_relu_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rms_norm_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_rrelu_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_selu_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_silu_complex_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_smooth_l1_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softmin_with_dtype_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softshrink_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_softsign_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_tanhshrink_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_threshold_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_loss_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_triplet_margin_with_distance_loss_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_unfold_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nn_functional_upsample_bilinear_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_nonzero_static_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_fro_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_fro_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_inf_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_norm_nuc_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_in_place_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_in_place_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_number_mean_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_normal_number_mean_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_ones_like_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_outer_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pca_lowrank_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_permute_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pinverse_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_pinverse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_2_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_3_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_polygamma_polygamma_n_4_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_positive_cuda_int16, 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test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_select_scatter_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sgn_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_short_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sigmoid_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sign_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_signal_windows_nuttall_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sin_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sinh_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_slice_scatter_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_softmax_with_dtype_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sort_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_airy_ai_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_j1_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y0_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_bessel_y1_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_t_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_v_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_chebyshev_polynomial_w_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_erfcx_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_h_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_hermite_polynomial_he_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i0e_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_i1e_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_log_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_modified_bessel_i1_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtr_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtr_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_ndtri_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_polygamma_special_polygamma_n_0_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_scaled_modified_bessel_k0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_v_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_shifted_chebyshev_polynomial_w_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_spherical_bessel_j0_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_special_zeta_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_split_with_sizes_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_square_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_squeeze_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_mean_unbiased_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_std_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_stft_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sub_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_sum_to_size_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_svd_lowrank_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_t_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_along_dim_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_take_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tan_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensor_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tensordot_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tile_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_to_sparse_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_topk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_torch_ops_aten__safe_softmax_default_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trace_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_copy_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_transpose_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trapezoid_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triangular_solve_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_tril_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_triu_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_true_divide_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_trunc_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unbind_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unflatten_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_copy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unfold_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_consecutive_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_bool, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unique_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_chunk_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsafe_split_cuda_uint8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_unsqueeze_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_complex128, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_mean_unbiased_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_var_unbiased_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vdot_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_complex_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_complex32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_cuda_int16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_as_real_cuda_complex64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_view_copy_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vsplit_cuda_int64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_vstack_cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_bfloat16, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_float32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_xlogy_cuda_int32, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zero__cuda_int8, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_cuda_float64, test/test_meta.py::TestMetaCUDA::test_meta_outplace_zeros_like_cuda_uint8 2025-08-14T23:14:55.6440645Z 2025-08-14T23:14:57.1422422Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:14:57.1424191Z import pkg_resources 2025-08-14T23:14:57.6157610Z Running test_decomp 9/26 ... [2025-08-14 23:14:57.615267] 2025-08-14T23:14:57.6158148Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:14:57.6161298Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=9', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:14:57.615755] 2025-08-14T23:15:00.1260245Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:15:00.1262020Z import pkg_resources 2025-08-14T23:15:00.6199240Z Running test_decomp 12/26 ... [2025-08-14 23:15:00.619419] 2025-08-14T23:15:00.6199740Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:15:00.6203808Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=12', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:15:00.619988] 2025-08-14T23:24:32.9726018Z 2025-08-14T23:24:32.9729677Z test_decomp 9/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_9.26_d5133758810fff2e_.log 2025-08-14T23:24:32.9860961Z Running 365 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__upsample_bilinear2d_aa_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bincount_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_left_shift_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clone_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cov_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diff_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dsplit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erfc_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex64, 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_fftn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_frexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gradient_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_grid_sampler_2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hash_tensor_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isclose_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isnan_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_det_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_householder_product_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_factor_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_lu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_rank_hermitian_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_pinv_hermitian_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_svdvals_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_vector_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_normal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logaddexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logit_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_long_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_argmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_median_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_sum_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_var_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_reduction_no_dim_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_bfloat16, 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_nan_to_num_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmean_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_full_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nextafter_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_adaptive_avg_pool2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_avg_pool1d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_elu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_embedding_bag_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gaussian_nll_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardsigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardswish_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_instance_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_linear_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_nearest_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_kl_div_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_pool3d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_soft_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_with_distance_loss_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_static_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_nuc_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_pca_lowrank_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_permute_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsub_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_amin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sigmoid_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_signal_windows_cosine_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sparse_mm_reduce_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_v_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_hermite_polynomial_h_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i0_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtri_cuda_int8, 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_t_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_u_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_unbiased_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_along_dim_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tan_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch__scaled_mm_cuda_float8_e4m3fn, test/test_decomp.py::TestDecompCUDA::test_comprehensive_torch_ops_aten__safe_softmax_default_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_split_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_real_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick__softmax_backward_data_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_put_accumulate_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_addmv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_alias_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_any_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_baddbmm_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_right_shift_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_min_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_clone_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_bernoulli_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_lerp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_entr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_special_log_ndtr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cosh_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cumprod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_diagonal_scatter_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_digamma_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_div_floor_rounding_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft2_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ge_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_grid_sampler_2d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_gt_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_heaviside_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_hypot_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_index_add_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_isneginf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_vector_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_logit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_maximum_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_mean_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nan_to_num_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_complex128, 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_nextafter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardsigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_huber_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mish_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_mse_loss_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_norm_fro_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_polar_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_rot90_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_round_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_select_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_select_scatter_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sigmoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_signbit_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i0e_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_var_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_var_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_view_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_float16, test/test_decomp.py::DecompOneOffTestsCUDA::test_contiguous_log_softmax_cuda, test/test_decomp.py::DecompOneOffTestsCUDA::test_elu_backward_cuda 2025-08-14T23:24:32.9991060Z 2025-08-14T23:24:34.2850745Z Uploading artifacts took 1.31 seconds 2025-08-14T23:24:37.8195096Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:24:37.8196831Z import pkg_resources 2025-08-14T23:24:38.2970656Z Running test_decomp 19/26 ... [2025-08-14 23:24:38.296497] 2025-08-14T23:24:38.2971155Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:24:38.2975766Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=19', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:24:38.297092] 2025-08-14T23:25:01.1765746Z 2025-08-14T23:25:01.1766674Z test_decomp 12/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_12.26_a3e59d2321939926_.log 2025-08-14T23:25:01.1913427Z Running 384 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_T_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rsub___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive__batch_norm_with_update_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__segment_reduce_lengths_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_alias_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_scatter_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_2d_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_and_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_not_cuda_int16, 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_tensors_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_solve_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chunk_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_min_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_constant_pad_nd_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_corrcoef_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_count_nonzero_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cross_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumsum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_embed_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_no_rounding_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expm1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float8_e4m3fn, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft2_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fliplr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmod_cuda_int32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_and_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_fill_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_mean_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_normalize_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_scatter_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_list_of_tensors_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_reduction_with_dim_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_complex32, 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test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cosine_embedding_loss_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_cross_entropy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout2d_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_dropout3d_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_feature_alpha_dropout_without_train_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_gelu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardshrink_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_hardtanh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_margin_ranking_loss_cuda_int32, 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_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_constant_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_reflect_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu6_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_relu_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_silu_complex_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softmin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_threshold_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_triplet_margin_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ones_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_1_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_3_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rand_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_randn_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_real_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_remainder_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_interleave_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_reshape_as_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_round_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scatter_reduce_prod_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_slice_scatter_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_softmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_i1e_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_laguerre_polynomial_l_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_scaled_modified_bessel_k1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_xlog1py_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_list_args_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_split_with_sizes_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_square_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_squeeze_multiple_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sum_to_size_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_svd_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_to_sparse_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_topk_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triangular_solve_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trunc_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_uniform_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unique_consecutive_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vsplit_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_where_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zero__cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_acos_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_all_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_arange_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_atan_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_not_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_right_shift_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_ceil_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_clamp_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_conj_physical_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_constant_pad_nd_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_copysign_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_addr_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_logsumexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_nn_functional_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_split_with_sizes_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_std_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_take_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_core_backward_transpose_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_cos_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_count_nonzero_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_diag_cuda_int8, 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_div_trunc_rounding_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_fft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fft_hfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ifftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfft_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_frexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_gcd_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_geometric_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_index_select_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_isposinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_lgamma_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_diagonal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_linspace_tensor_overload_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_log1p_cuda_bool, 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_log_normal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_logaddexp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_masked_fill_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_mvlgamma_mvlgamma_p_5_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nansum_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_native_batch_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_binary_cross_entropy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_elu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_glu_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_prelu_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu6_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_normal_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_pow_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_roll_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sign_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_softmax_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_std_unbiased_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_tan_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_uniform_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_unsafe_split_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_RNN_eval_mode_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_uniform_cuda 2025-08-14T23:25:01.2047560Z 2025-08-14T23:25:06.0052666Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:25:06.0054435Z import pkg_resources 2025-08-14T23:25:06.4742796Z Running test_decomp 22/26 ... [2025-08-14 23:25:06.473769] 2025-08-14T23:25:06.4743273Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:25:06.4746863Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_decomp.py', '-m', 'not serial', '--shard-id=22', '--num-shards=26', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:25:06.474266] 2025-08-14T23:33:15.5367866Z 2025-08-14T23:33:15.5369185Z test_decomp 19/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_19.26_72b376cc5ac88b9c_.log 2025-08-14T23:33:15.5508170Z Running 369 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive___getitem___cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rdiv___cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmod___cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive___ror___cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rpow___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acos_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_complex128, 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_amax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atanh_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bernoulli_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bfloat16_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_broadcast_to_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ceil_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_chalf_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_char_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_clamp_max_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_combinations_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_conj_physical_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_contiguous_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cummax_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumprod_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cumulative_trapezoid_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagonal_copy_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_trunc_rounding_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_double_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eq_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_equal_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_erf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expm1_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_exponential_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_float8_e4m3fnuz, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfft2_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_hfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifft_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftn_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ifftshift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_irfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfftn_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flatten_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gather_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ge_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gt_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_put_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_mean_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_select_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_inner_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isposinf_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isreal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_item_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_4inputs_with_extra_args_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_unary_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_le_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cholesky_ex_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cross_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvals_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_ex_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_ldl_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log10_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log_softmax_with_dtype_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logcumsumexp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_not_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logspace_tensor_overload_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logsumexp_cuda_float64, 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test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logical_not_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_logsumexp_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_mul_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_new_full_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardtanh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_logsigmoid_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_pad_constant_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_unfold_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_normal_in_place_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_ones_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_rad2deg_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_randn_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_reciprocal_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_remainder_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_renorm_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_0_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_round_decimals_neg_3_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_rsub_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sgn_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_slice_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtri_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_split_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_split_with_sizes_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_sqrt_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_t_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_t_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_tanh_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_tril_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trunc_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_copy_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_unfold_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_copy_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_vdot_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_view_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_zero__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_train_mode_cuda_float64 2025-08-14T23:33:15.5639616Z 2025-08-14T23:33:20.2745460Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:33:20.2747543Z import pkg_resources 2025-08-14T23:33:20.7465768Z Running test_ops_jit 2/3 ... [2025-08-14 23:33:20.746041] 2025-08-14T23:33:20.7466447Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:33:20.7470258Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'not serial', '--shard-id=2', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:33:20.746565] 2025-08-14T23:33:45.8397467Z 2025-08-14T23:33:45.8401995Z test_decomp 22/26 was successful, full logs can be found in artifacts with path test/test-reports/test_decomp_22.26_716c19cad87dbb9f_.log 2025-08-14T23:33:45.8660415Z Running 337 items in this shard: test/test_decomp.py::TestDecompCUDA::test_comprehensive_H_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive___radd___cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmatmul___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive___rmul___cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__chunk_cat_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive__unsafe_masked_index_put_accumulate_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_acosh_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_addmm_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_amin_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_aminmax_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_angle_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_any_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_arange_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argsort_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_argwhere_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_as_strided_partial_views_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asin_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_asinh_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_atleast_3d_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bitwise_left_shift_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_bool_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_byte_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cdouble_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cfloat_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_solve_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cholesky_solve_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_column_stack_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_copysign_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cos_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_cosh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diag_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_diagflat_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_digamma_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_div_floor_rounding_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_dstack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_empty_permuted_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_expand_as_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_eye_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_fftshift_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_ihfft2_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fft_rfft_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fill_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flip_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_flipud_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_float_power_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_floor_divide_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_fmax_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_full_like_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_gcd_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_geometric_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_half_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_heaviside_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hsplit_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_hstack_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_igammac_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_fill_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_index_reduce_amin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_int_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_isfinite_cuda_bfloat16, 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_isnan_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_jiterator_binary_return_by_ref_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kron_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_kthvalue_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lcm_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ldexp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lerp_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_cond_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_diagonal_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_eigvals_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_inv_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_norm_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_matrix_power_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linalg_qr_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_linspace_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_log2_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_logical_xor_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_lu_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mT_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_select_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_masked_std_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_matrix_exp_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_max_binary_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_maximum_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_meshgrid_variadic_tensors_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_min_binary_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_movedim_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mul_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mv_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_1_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_mvlgamma_mvlgamma_p_3_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nanmedian_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_narrow_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_new_zeros_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_channel_shuffle_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv1d_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv2d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_conv_transpose2d_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_interpolate_bicubic_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_l1_loss_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_leaky_relu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_linear_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_local_response_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_max_pool1d_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_max_unpool2d_grad_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_mse_loss_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_multi_head_attention_forward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_circular_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pad_replicate_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pairwise_distance_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_shuffle_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_pixel_unshuffle_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_poisson_nll_loss_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rms_norm_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_rrelu_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_scaled_dot_product_attention_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_soft_margin_loss_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nn_functional_softplus_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_nonzero_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_norm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_normal_number_mean_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_polygamma_polygamma_n_4_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_prod_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_ravel_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_renorm_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_repeat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize__cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resize_as__cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_resolve_neg_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_roll_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rot90_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_rsqrt_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_scalar_tensor_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_select_scatter_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sgn_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_short_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sinh_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sort_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_airy_ai_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_chebyshev_polynomial_t_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_entr_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_erfcx_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_legendre_polynomial_p_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_i1_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_modified_bessel_k0_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_ndtr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_polygamma_special_polygamma_n_0_cuda_int16, 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_u_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_shifted_chebyshev_polynomial_v_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_spherical_bessel_j0_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_special_zeta_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sqrt_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_stack_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_std_mean_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_sub_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_copy_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_t_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_take_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tensor_split_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trace_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_transpose_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_trapz_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_tril_indices_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_triu_indices_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_true_divide_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unbind_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unflatten_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unfold_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unravel_index_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsafe_chunk_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_copy_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_unsqueeze_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_mean_unbiased_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_var_unbiased_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_as_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_comprehensive_view_copy_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_comprehensive_vstack_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_xlogy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_comprehensive_zeros_like_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick__chunk_cat_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick__unsafe_masked_index_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_abs_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_acosh_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_add_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_addcmul_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_addr_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_amax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_amin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_aminmax_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_as_strided_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_atanh_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_bitwise_left_shift_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_block_diag_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_bucketize_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_cumsum_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_div_no_rounding_mode_cuda_uint8, 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_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_like_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_eq_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_erf_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_erfinv_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_exp2_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_expand_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float8_e5m2, test/test_decomp.py::TestDecompCUDA::test_quick_eye_cuda_float8_e5m2fnuz, test/test_decomp.py::TestDecompCUDA::test_quick_fft_ihfft2_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_fft_irfft2_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_fft_rfftn_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fill_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_fmin_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_fmod_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_isnan_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_item_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_lerp_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_linalg_cross_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_log10_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_log2_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_log_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_quick_log_softmax_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_logical_and_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_logical_xor_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_logspace_tensor_overload_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_lt_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_list_of_tensors_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_meshgrid_variadic_tensors_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_minimum_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_narrow_copy_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_native_dropout_backward_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_neg_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_new_empty_strided_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_new_ones_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_hardswish_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_nn_functional_silu_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_ones_like_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_permute_copy_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_polar_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_prod_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_repeat_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_rsqrt_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_sin_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_sinc_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_sinh_cuda_bfloat16, test/test_decomp.py::TestDecompCUDA::test_quick_slice_scatter_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_entr_cuda_float32, 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_i0e_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_i1e_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_special_log_ndtr_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_special_ndtr_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_special_zeta_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_split_list_args_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_copy_cuda_float64, test/test_decomp.py::TestDecompCUDA::test_quick_squeeze_multiple_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_stack_cuda_int32, test/test_decomp.py::TestDecompCUDA::test_quick_std_mean_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_take_cuda_int64, test/test_decomp.py::TestDecompCUDA::test_quick_trace_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_copy_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_transpose_cuda_uint8, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_bool, test/test_decomp.py::TestDecompCUDA::test_quick_tril_cuda_complex128, test/test_decomp.py::TestDecompCUDA::test_quick_triu_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unbind_cuda_complex64, test/test_decomp.py::TestDecompCUDA::test_quick_unsqueeze_cuda_complex32, test/test_decomp.py::TestDecompCUDA::test_quick_var_unbiased_cuda_float16, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_float32, test/test_decomp.py::TestDecompCUDA::test_quick_where_cuda_int16, test/test_decomp.py::TestDecompCUDA::test_quick_zeros_like_cuda_int8, test/test_decomp.py::TestDecompCUDA::test_rnn_decomp_module_nn_GRU_eval_mode_cuda_float64 2025-08-14T23:33:45.8910121Z 2025-08-14T23:33:50.6608954Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:33:50.6610758Z import pkg_resources 2025-08-14T23:33:51.1364187Z Running test_ops_jit 3/3 ... [2025-08-14 23:33:51.135892] 2025-08-14T23:33:51.1364876Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:33:51.1368344Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_jit.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:33:51.136379] 2025-08-14T23:41:14.5954527Z 2025-08-14T23:41:14.5955709Z test_ops_jit 3/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_3.3_6f26d9479f93001b_.log 2025-08-14T23:41:14.6109465Z Running 375 items in this shard: test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atan2_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atan_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_exp2_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_ge_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_lgamma_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_linalg_inv_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_with_dtype_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_lt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mH_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_min_binary_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_movedim_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_ne_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv_transpose1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_conv_transpose2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_nn_functional_rms_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_round_decimals_neg_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_sub_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_trunc_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___radd___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rdiv___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rdiv___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rmod___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rmul___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rmul___cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit___rsub___cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit__segment_reduce_offsets_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit__unsafe_masked_index_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit__unsafe_masked_index_put_accumulate_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_acos_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_acosh_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_acosh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_addbmm_cuda_float32, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_narrow_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_narrow_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_narrow_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_native_dropout_backward_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_ne_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_neg_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_empty_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_empty_strided_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_empty_strided_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_ones_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_zeros_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nextafter_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_avg_pool1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_avg_pool2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_batch_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_conv3d_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_conv_transpose2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_fractional_max_pool3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_gelu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_glu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_grid_sample_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_hardtanh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_hinge_embedding_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_instance_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_interpolate_area_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_kl_div_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_l1_loss_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_leaky_relu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_logsigmoid_cuda_float32, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pixel_shuffle_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pixel_shuffle_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_relu6_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_rrelu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_silu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_softplus_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_softshrink_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_softsign_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_triplet_margin_loss_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_unfold_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_unfold_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nonzero_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nonzero_static_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_norm_fro_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_norm_inf_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_ormqr_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_outer_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_pca_lowrank_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_pinverse_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_polar_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_polygamma_polygamma_n_0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_polygamma_polygamma_n_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_positive_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_pow_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_prod_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_put_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_qr_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_qr_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_quantile_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_randn_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_reciprocal_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_repeat_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_reshape_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_reshape_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_resize_as__cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_resolve_neg_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_roll_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_add_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_add_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_select_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sgn_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sigmoid_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signal_windows_bartlett_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signal_windows_blackman_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signal_windows_general_hamming_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signal_windows_hann_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signal_windows_kaiser_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sinc_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_bessel_j1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_chebyshev_polynomial_w_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_entr_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_erfcx_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_hermite_polynomial_h_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_i1e_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_log_ndtr_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_modified_bessel_i0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_modified_bessel_i1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_ndtr_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_scaled_modified_bessel_k0_cuda_float32, 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_shifted_chebyshev_polynomial_w_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_split_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_split_with_sizes_copy_cuda_float32, 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_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_squeeze_multiple_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_stack_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_stack_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_std_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_std_mean_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sum_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sum_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sum_to_size_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_svd_lowrank_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_t_cuda_float32, 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_take_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_take_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tan_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tanh_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tensor_split_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tensordot_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trace_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trace_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_copy_cuda_float32, 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_tril_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trunc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unbind_copy_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_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_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_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_where_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_like_cuda_float32 2025-08-14T23:41:14.6259685Z 2025-08-14T23:41:19.5159335Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:41:19.5161136Z import pkg_resources 2025-08-14T23:41:20.0079176Z Running test_ops_fwd_gradients 3/3 ... [2025-08-14 23:41:20.007419] 2025-08-14T23:41:20.0079752Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:41:20.0083956Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops_fwd_gradients.py', '-m', 'not serial', '--shard-id=3', '--num-shards=3', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:41:20.007962] 2025-08-14T23:41:58.4081230Z 2025-08-14T23:41:58.4082245Z test_ops_jit 2/3 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_jit_2.3_dbeca2258597ef41_.log 2025-08-14T23:41:58.4240566Z Running 376 items in this shard: test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_asin_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_atanh_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_div_trunc_rounding_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erf_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_erfc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_expm1_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_linalg_det_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_log_softmax_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_logsumexp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_matmul_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_matrix_exp_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_max_binary_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mul_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_jit_alias_remapping_neg_cuda_float32, 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test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_logical_or_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_logspace_tensor_overload_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_lu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_lu_solve_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_lu_solve_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_mH_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_fill_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_mean_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_normalize_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_prod_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_prod_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_scatter_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_scatter_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_softmax_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_std_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_masked_std_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_matmul_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_max_reduction_no_dim_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_max_reduction_with_dim_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_maximum_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_meshgrid_variadic_tensors_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_meshgrid_variadic_tensors_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_min_binary_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_movedim_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_msort_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_mul_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_mv_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_mv_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nanmedian_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nansum_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_native_layer_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_neg_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_empty_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_full_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_new_zeros_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_adaptive_max_pool1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_alpha_dropout_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_celu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_channel_shuffle_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_conv1d_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_conv2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_conv3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_conv_transpose3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_cross_entropy_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_ctc_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_dropout2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_embedding_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_group_norm_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_hardsigmoid_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_linear_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_max_pool2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_max_pool3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_max_unpool1d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_max_unpool2d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_max_unpool3d_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_mish_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_multilabel_margin_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_normalize_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pad_circular_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pad_reflect_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pad_replicate_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pad_replicate_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pdist_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pixel_unshuffle_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_relu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_rms_norm_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_selu_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_softmin_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_softmin_with_dtype_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_softsign_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_tanhshrink_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_tanhshrink_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_triplet_margin_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_upsample_bilinear_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nn_functional_upsample_nearest_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_nonzero_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_norm_inf_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_normal_number_mean_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_ones_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_ones_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_ormqr_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_permute_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_permute_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_pinverse_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_polygamma_polygamma_n_1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_polygamma_polygamma_n_4_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_put_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_randint_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_randn_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_randn_like_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_ravel_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_real_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_reciprocal_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_renorm_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_repeat_interleave_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_reshape_as_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_roll_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_rot90_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_round_decimals_neg_3_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_rsqrt_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_rsqrt_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_rsub_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scalar_tensor_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_reduce_amax_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_reduce_amin_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_reduce_mean_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_reduce_prod_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_scatter_reduce_sum_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_select_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signal_windows_cosine_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_signbit_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sin_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sinc_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sinh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_slice_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_softmax_with_dtype_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_softmax_with_dtype_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_airy_ai_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_bessel_j0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_bessel_y0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_bessel_y1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_hermite_polynomial_he_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_i1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_special_shifted_chebyshev_polynomial_u_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_special_zeta_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_split_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_split_with_sizes_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_split_with_sizes_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sqrt_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_square_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_std_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_std_mean_unbiased_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_std_unbiased_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_std_unbiased_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sub_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_sum_to_size_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_svd_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_svd_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_svd_lowrank_cuda_complex64, 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_tanh_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_tensordot_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_transpose_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trapezoid_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_trapz_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_triu_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_unsafe_chunk_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_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_unsqueeze_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_var_mean_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_view_as_complex_cuda_float32, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_view_as_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_view_copy_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_view_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_where_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_cuda_complex64, test/test_ops_jit.py::TestJitCUDA::test_variant_consistency_jit_zeros_cuda_float32 2025-08-14T23:41:58.4389346Z 2025-08-14T23:42:03.3017379Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:42:03.3019285Z import pkg_resources 2025-08-14T23:42:03.7995850Z Running test_ops 2/13 ... [2025-08-14 23:42:03.799086] 2025-08-14T23:42:03.7996354Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:42:03.7999934Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'not serial', '--shard-id=2', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:42:03.799619] 2025-08-14T23:47:26.4755221Z 2025-08-14T23:47:26.4758757Z 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_bda8e7ac20aa826a_.log 2025-08-14T23:47:26.5312599Z 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, 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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, 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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, 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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, 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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_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, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_mv_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_mv_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_mvlgamma_mvlgamma_p_1_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nanmean_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_nansum_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_narrow_copy_cuda_complex128, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_narrow_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_native_batch_norm_cuda_float64, test/test_ops_fwd_gradients.py::TestFwdGradientsCUDA::test_forward_mode_AD_native_dropout_backward_cuda_float64, 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, 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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, 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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, 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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, 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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, 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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, 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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 2025-08-14T23:47:26.5856163Z 2025-08-14T23:47:28.0574171Z Uploading artifacts took 1.58 seconds 2025-08-14T23:47:44.0363478Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:47:44.0365240Z import pkg_resources 2025-08-14T23:47:44.5299134Z Running test_ops 9/13 ... [2025-08-14 23:47:44.529398] 2025-08-14T23:47:44.5299641Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:47:44.5303029Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'not serial', '--shard-id=9', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:47:44.529916] 2025-08-14T23:52:46.2452124Z 2025-08-14T23:52:46.2453292Z test_ops 2/13 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_2.13_e062cf22484c235c_.log 2025-08-14T23:52:46.3444860Z Running 2530 items in this shard: test/test_ops.py::TestCommonCUDA::test_compare_cpu___rmatmul___cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_chalf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_double_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_fft_fftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_index_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_normal__in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_stack_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_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cholesky_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_index_reduce_amin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_cond_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_eigvalsh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_lu_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mT_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_zeros_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_conv1d_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_gaussian_nll_loss_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_instance_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_poisson_nll_loss_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_nonzero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_std_unbiased_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_sum_to_size_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_trapz_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_view_as_real_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_H_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_atleast_1d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_bfloat16_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_diag_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_item_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_movedim_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_narrow_copy_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_real_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_unsqueeze_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes___getitem___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_bool_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_half_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_short_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_atanh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_not_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bitwise_xor_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cauchy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_chunk_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_copysign_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cos_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_eye_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_log2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logical_xor_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_neg_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_l1_loss_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_relu6_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_rot90_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_bessel_j0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_std_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_vsplit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_vstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_abs_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_acos_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addmm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_any_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_arange_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cholesky_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_chunk_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diagflat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_dist_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_frac_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_full_like_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_geqrf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_jiterator_binary_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_jiterator_unary_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_ldl_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_solve_triangular_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_vander_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logical_and_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_mm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_multinomial_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_conv_transpose3d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_instance_norm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_interpolate_trilinear_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_linear_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_multi_head_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_pixel_shuffle_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_pixel_unshuffle_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_permute_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_polygamma_polygamma_n_3_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_remainder_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_renorm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_repeat_interleave_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_rot90_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_reduce_amin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_slice_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_log_ndtr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_split_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unbind_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_var_mean_unbiased_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_view_as_complex_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_view_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_view_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_zeros_cuda, test/test_ops.py::TestCommonCUDA::test_errors___rand___cuda, test/test_ops.py::TestCommonCUDA::test_errors_div_no_rounding_mode_cuda, test/test_ops.py::TestCommonCUDA::test_errors_flipud_cuda, test/test_ops.py::TestCommonCUDA::test_errors_lcm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_logical_or_cuda, test/test_ops.py::TestCommonCUDA::test_errors_native_layer_norm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_rms_norm_cuda, test/test_ops.py::TestCommonCUDA::test_errors_remainder_cuda, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch__chunk_cat_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_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_copysign_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_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_hfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_floor_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_ldl_factor_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_maximum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_min_binary_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_nan_to_num_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nanquantile_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_native_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_polygamma_polygamma_n_0_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_round_decimals_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sign_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_svd_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_H_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rmod___cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_addr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_arange_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bitwise_right_shift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_byte_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cfloat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_chunk_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_clamp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_corrcoef_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diff_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfinv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfinv_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_exponential_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eye_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_ifft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flip_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_full_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_full_like_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_hstack_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_reduce_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_int_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_item_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_jiterator_binary_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_kron_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_vander_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logdet_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logspace_tensor_overload_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_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_max_binary_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_with_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanquantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_alpha_dropout_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_elu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_interpolate_bicubic_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_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_constant_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_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_normal_in_place_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ormqr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polar_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_polygamma_polygamma_n_1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_positive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_pow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_prod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_round_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sign_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_hann_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_hermite_polynomial_he_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_ndtr_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_xlog1py_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_split_list_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_split_with_sizes_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_split_with_sizes_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_squeeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_std_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sub_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_trapezoid_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unbind_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unravel_index_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_xlogy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_as_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_bitwise_or_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_cartesian_prod_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_chunk_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_clamp_min_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_cummin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_diag_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_digamma_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_empty_strided_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_equal_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_float_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_gt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isnan_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_max_binary_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nan_to_num_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_chebyshev_polynomial_w_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_modified_bessel_k0_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_sqrt_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_tanh_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_to_sparse_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_transpose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_tril_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_vstack_cuda_bool, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_T_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rmul___cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__chunk_cat_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__softmax_backward_data_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__unsafe_masked_index_put_accumulate_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_addmm_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_alias_copy_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_all_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asinh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atleast_3d_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_block_diag_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cartesian_prod_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_inverse_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_combinations_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_conj_cuda_complex64, 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test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_celu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_relu6_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_norm_fro_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_qr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_rot90_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_signal_windows_cosine_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_bessel_y0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_tile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_view_as_complex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_where_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_atan_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_bfloat16_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_char_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_corrcoef_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_expand_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_expm1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_eye_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_hfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_full_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_hstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_index_select_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_lgamma_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_eig_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_log10_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logical_or_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_lu_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_cumprod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_cumsum_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_max_binary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_min_binary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_native_batch_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_pairwise_distance_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_upsample_nearest_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_polygamma_polygamma_n_1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_searchsorted_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sinh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_square_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_squeeze_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_take_along_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_tanh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_unbiased_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_abs_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_addcdiv_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_addr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_broadcast_to_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_column_stack_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_eq_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_float_power_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_index_add_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_istft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_svd_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_svdvals_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linspace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_sinh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_trace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_true_divide_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_atleast_1d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_atleast_2d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cartesian_prod_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_column_stack_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_cross_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_empty_permuted_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_empty_strided_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_exp_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_vander_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logspace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_normalize_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nanmean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_norm_inf_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_rand_like_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_scatter_add_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_std_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trapz_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_true_divide_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unflatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_view_as_real_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_vsplit_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_long_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_cumprod_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_dsplit_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_isclose_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_linspace_tensor_overload_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_logspace_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_masked_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_full_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_pixel_shuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_triu_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_addbmm_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_as_strided_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_char_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_cumulative_trapezoid_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diag_embed_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_diagonal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_equal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expand_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_hfft2_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_hfftn_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_geqrf_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_binary_return_by_ref_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_lerp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_det_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lstsq_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log_softmax_with_dtype_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logical_and_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_lu_unpack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_logsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_var_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_new_empty_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_repeat_interleave_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_rsub_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_scalar_tensor_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_select_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_take_along_dim_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_to_sparse_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_true_divide_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_mean_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_view_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view___getitem___cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs__conversions_long_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_all_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_atanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_div_floor_rounding_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_equal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_erfc_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_expand_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ihfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ihfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isnan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_vector_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logaddexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_lt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_new_empty_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_leaky_relu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_prelu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_ones_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_pow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_renorm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_i1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_xlog1py_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_tril_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_unfold_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__segment_reduce_lengths_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__unsafe_masked_index_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__upsample_bilinear2d_aa_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_abs_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_any_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clone_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cumsum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_double_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_eq_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_expm1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_fft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_flipud_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fmin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_geqrf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_gt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_reduce_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isinf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_4inputs_with_extra_args_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_jiterator_binary_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_kthvalue_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_le_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lerp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_matrix_rank_hermitian_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_svdvals_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logdet_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_long_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lu_unpack_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_mm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_msort_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_native_layer_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ne_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_alpha_dropout_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_feature_alpha_dropout_without_train_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_interpolate_nearest-exact_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_pixel_shuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_rrelu_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_softsign_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_triplet_margin_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_randn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rsub_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_general_cosine_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_chebyshev_polynomial_v_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_entr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_modified_bessel_i0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_square_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_std_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_std_mean_unbiased_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_svd_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tan_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_tensor_split_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_triu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unsqueeze_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_as_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_zero__cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addcdiv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addmm_decomposed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_as_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_argmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_as_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bitwise_left_shift_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_char_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_conj_physical_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diagonal_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_diagonal_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_erfc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ifft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ihfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_rfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_gcd_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_histc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_kthvalue_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_householder_product_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logaddexp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logcumsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mH_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_native_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_max_pool2d_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_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_reduce_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_slice_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_airy_ai_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_take_along_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_to_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_triu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unsqueeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_xor_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_byte_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_count_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp__unsafe_masked_index_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_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_alias_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_atan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cartesian_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cdist_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_copysign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_floor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_gradient_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_lu_solve_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_log10_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_norm_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_masked_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nansum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_neg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_avg_pool2d_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_ctc_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_max_unpool1d_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_triplet_margin_with_distance_loss_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_quantile_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_renorm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_resolve_conj_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rot90_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_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sqrt_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_take_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_tanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_unflatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_var_mean_unbiased_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_addmm_decomposed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_ihfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_flatten_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_linalg_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_log_softmax_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_minimum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mm_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_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nansum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_native_layer_norm_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_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_scaled_dot_product_attention_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_reshape_as_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_squeeze_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_svd_lowrank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_var_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_diff_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_full_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_hash_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_isinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_jiterator_2inputs_2outputs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eig_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_max_pool2d_with_indices_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_dropout3d_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_unpool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_randint_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_searchsorted_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_general_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_hamming_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_hann_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signbit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_bessel_y1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_tensordot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_zeros_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__segment_reduce_lengths_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_addcdiv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addcmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_argwhere_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_atleast_3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_bincount_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_clamp_max_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cumsum_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_flatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_frexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_histc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_hstack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logical_and_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_masked_scatter_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_msort_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nanquantile_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_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_normal_in_place_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_polygamma_polygamma_n_2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_round_decimals_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scalar_tensor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i0e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_ones_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags___rmatmul___cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_chalf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_double_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_addcdiv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atan2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atanh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_clamp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_contiguous_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cos_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dstack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_empty_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_equal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_irfft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_geometric_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_istft_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_svd_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_logical_xor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_channel_shuffle_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_renorm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_split_with_sizes_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_sum_to_size_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_t_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_transpose_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_allclose_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atan_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_atleast_1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cdouble_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_conj_physical_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_div_trunc_rounding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ifft2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_fft_ifftshift_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_igamma_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_igammac_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_put_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_reduce_mean_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_kthvalue_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_diagonal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_pinv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logical_xor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logspace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_amin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nanmedian_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_neg_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_new_empty_strided_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_avg_pool2d_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_elu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_nearest_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_mish_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_softsign_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_quantile_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_real_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scalar_tensor_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sigmoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sort_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_airy_ai_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_log_ndtr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_sqrt_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_stack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_transpose_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trapz_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_triu_indices_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_unsqueeze_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_view_as_cuda_float32 2025-08-14T23:52:46.4399013Z 2025-08-14T23:52:51.1149433Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:52:51.1151187Z import pkg_resources 2025-08-14T23:52:51.6145967Z Running test_ops 12/13 ... [2025-08-14 23:52:51.614075] 2025-08-14T23:52:51.6146510Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:52:51.6150548Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_ops.py', '-m', 'not serial', '--shard-id=12', '--num-shards=13', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:52:51.614610] 2025-08-14T23:56:22.8074277Z 2025-08-14T23:56:22.8077499Z test_ops 9/13 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_9.13_5d0c9f8596253ab6_.log 2025-08-14T23:56:22.9111234Z Running 2615 items in this shard: test/test_ops.py::TestCommonCUDA::test_compare_cpu_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atleast_3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_column_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_fmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_igammac_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_unsqueeze_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_cartesian_prod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cdouble_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cummin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_expand_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_igamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_kthvalue_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_eig_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_rank_hermitian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_cumprod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_new_full_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_margin_ranking_loss_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_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_resize_as__cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_scatter_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_short_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_shifted_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_stack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_topk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unfold_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_vstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_zero__cuda_float32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing___getitem___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_atleast_3d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_cdouble_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_conj_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_fft_ifftshift_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_nn_functional_conv_transpose1d_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_sub_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_true_divide_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes___rmul___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_char_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_any_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_clamp_max_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_cumprod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_div_trunc_rounding_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_dot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_erf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_hfft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_ifftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_ihfft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_fft_irfftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_heaviside_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_hypot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logical_and_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_maximum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_new_ones_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_pdist_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_softmax_with_dtype_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_softplus_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_normal_number_mean_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_reciprocal_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_bessel_j1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_i1e_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_log_ndtr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_xlog1py_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_to_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_trace_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unfold_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_acosh_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_addmv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_alias_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_as_strided_copy_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_bool_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_broadcast_to_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_byte_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cummin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_empty_strided_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_erfinv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_expand_as_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_ihfftn_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fmin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_ge_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_prod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isposinf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_jiterator_2inputs_2outputs_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lcm_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_eig_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_inv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_log2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logspace_tensor_overload_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_prod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_softmax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_softmin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nan_to_num_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_avg_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_feature_alpha_dropout_without_train_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_kl_div_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_pool2d_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_one_hot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_selu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_polygamma_polygamma_n_0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_round_decimals_0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_scatter_reduce_amax_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_signal_windows_gaussian_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_signal_windows_general_cosine_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_i1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_modified_bessel_k1_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_ndtr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_polygamma_special_polygamma_n_0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_special_scaled_modified_bessel_k0_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sqrt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_std_mean_unbiased_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_tensordot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_tile_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_torch_ops_aten__efficient_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unfold_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_var_unbiased_cuda, test/test_ops.py::TestCommonCUDA::test_errors_amax_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bernoulli_cuda, test/test_ops.py::TestCommonCUDA::test_errors_dot_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_ifft_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fmin_cuda, test/test_ops.py::TestCommonCUDA::test_errors_heaviside_cuda, test/test_ops.py::TestCommonCUDA::test_errors_index_select_cuda, test/test_ops.py::TestCommonCUDA::test_errors_mean_cuda, test/test_ops.py::TestCommonCUDA::test_errors_narrow_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_max_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_adaptive_max_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_max_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_pow_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_hann_cuda, test/test_ops.py::TestCommonCUDA::test_errors_signal_windows_nuttall_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_randn_like_layout2_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_sum_layout0_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_zeros_like_layout1_cuda, 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_cholesky_inverse_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_diff_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_div_floor_rounding_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_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_frexp_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_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mv_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_ones_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_rad2deg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_chebyshev_polynomial_v_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_modified_bessel_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_transpose_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_acos_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_angle_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argwhere_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_as_strided_partial_views_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_asin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ceil_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cholesky_inverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_conj_physical_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_copysign_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cross_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_deg2rad_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_digamma_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_erfc_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_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_irfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_rfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_flatten_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_gather_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_ge_cuda_int64, 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_index_fill_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_put_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_index_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isposinf_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_matrix_power_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log10_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_normal_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logaddexp2_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logical_and_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_long_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_logsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_normalize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_maximum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanmedian_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nextafter_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_margin_ranking_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_poisson_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_tanhshrink_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_permute_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_pinverse_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_repeat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_reshape_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_resolve_conj_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_roll_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_scatter_reduce_amin_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sgn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_bessel_j0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_erfcx_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_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_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_xlog1py_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_split_with_sizes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_square_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sum_to_size_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_take_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_triu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_true_divide_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unsafe_chunk_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_view_as_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_view_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_vsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_where_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_zeros_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_add_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_amin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_any_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_asin_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_chalf_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_conj_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_conj_physical_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_empty_like_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_expand_copy_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fft_ifftshift_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_fill_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_flatten_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_isclose_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_jiterator_4inputs_with_extra_args_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_maximum_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_min_reduction_with_dim_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_nn_functional_pad_constant_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_1_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_polygamma_polygamma_n_2_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_roll_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_sigmoid_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_special_erfcx_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_split_with_sizes_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_t_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_noncontiguous_samples___getitem___cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rmod___cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples___rmod___cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples__unsafe_masked_index_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_acosh_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_arange_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_argwhere_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_partial_views_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_as_strided_scatter_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_asinh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_atan_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bool_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_broadcast_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_broadcast_to_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_bucketize_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_char_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cholesky_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_clone_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_cumsum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diagonal_scatter_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_diff_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_dist_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_div_floor_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_div_no_rounding_mode_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_equal_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_equal_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_expm1_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_fftshift_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_hfft2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfft_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfftn_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_irfftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fft_rfft_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fliplr_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_floor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fmod_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_fmod_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_index_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_int_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_isfinite_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_jiterator_binary_return_by_ref_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cholesky_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_eigh_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_inv_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_factor_ex_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linspace_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linspace_tensor_overload_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_linspace_tensor_overload_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_log1p_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_logical_xor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_long_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_long_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_lu_unpack_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_logsumexp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_median_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_masked_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matmul_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_matmul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_max_reduction_no_dim_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mean_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_meshgrid_list_of_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_mv_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nan_to_num_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nansum_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_native_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_ne_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_new_ones_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_adaptive_avg_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_interpolate_nearest-exact_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_nll_loss_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pad_replicate_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pixel_shuffle_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_pixel_unshuffle_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softplus_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softshrink_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_softsign_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_nn_functional_threshold_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_norm_fro_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_norm_inf_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_normal_number_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_permute_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_polygamma_polygamma_n_0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_put_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_rand_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_randn_like_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_real_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_renorm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_resolve_conj_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_roll_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_scatter_reduce_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_bessel_j1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_erfcx_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_hermite_polynomial_h_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_legendre_polynomial_p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_modified_bessel_k1_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_scaled_modified_bessel_k0_cuda_int64, test/test_ops.py::TestCommonCUDA::test_noncontiguous_samples_special_shifted_chebyshev_polynomial_t_cuda_int64, 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test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_fft_ifft2_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_float_power_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_inner_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_ldexp_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_lu_solve_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_multi_dot_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_linalg_svd_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_log_softmax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_lu_unpack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_out_requires_grad_error_maximum_cuda_float32, 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test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_relu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_nn_functional_threshold_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_outer_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_pinverse_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_polar_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_sinh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_tile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_triangular_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_unflatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_xlogy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_zero__cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_H_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_addcmul_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_cholesky_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_empty_permuted_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_empty_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_exp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_expand_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_exponential_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_ifft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_flipud_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_histc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_index_fill_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_isinf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_lerp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_householder_product_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_lstsq_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_pinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_slogdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_log2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_new_empty_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_dropout3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_l1_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_pdist_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_prelu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_relu_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_positive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_select_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_signal_windows_hamming_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_slice_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_scaled_modified_bessel_k1_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_svd_lowrank_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_tril_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_unique_consecutive_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_block_diag_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cauchy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cummin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_deg2rad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dist_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dsplit_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_dstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_empty_strided_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_erf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_exp2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_expand_copy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_fft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_hfftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_ihfft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_rfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fmod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_frac_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_gather_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isinf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_lu_solve_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_multi_dot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_solve_ex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_log1p_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logdet_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_logsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_masked_scatter_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_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_narrow_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_interpolate_bicubic_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_rms_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nonzero_static_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_normal_number_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_permute_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_randn_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_round_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_airy_ai_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_split_with_sizes_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_tensor_split_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_tile_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_byte_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_acos_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_addcmul_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_asinh_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_cat_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_conj_physical_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_count_nonzero_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_diagonal_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_fft_fft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_imag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_isclose_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_isfinite_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_isreal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_logical_or_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_nn_functional_softmin_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_reshape_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_squeeze_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_argwhere_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_as_strided_scatter_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_byte_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_char_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_diag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_diagonal_scatter_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_dot_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_double_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_fft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_irfft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_isfinite_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_diagonal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_eigvals_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_svdvals_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_lu_unpack_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_masked_mean_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_mm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nansum_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_new_ones_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_channel_shuffle_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_conv3d_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_linear_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_reciprocal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_split_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_squeeze_multiple_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sum_to_size_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_trace_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_cdouble_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_abs_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_flip_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_hstack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_isnan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_meshgrid_variadic_tensors_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_mul_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_ne_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_new_empty_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_nn_functional_triplet_margin_loss_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_pow_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_stft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_add_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addmm_decomposed_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_atan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_byte_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_exp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fliplr_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_full_like_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_index_put_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_istft_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_jiterator_unary_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log1p_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logical_not_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logical_xor_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_logsumexp_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_fill_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_masked_sum_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_channel_shuffle_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_pad_replicate_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pixel_unshuffle_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_norm_fro_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_normal_in_place_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_rand_like_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_split_list_args_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_stack_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_std_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tensor_split_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_unsqueeze_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_var_unbiased_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rmul___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_chalf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_allclose_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_as_strided_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_asin_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_diag_embed_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_div_trunc_rounding_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_dot_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_erf_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ifft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_gt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_isreal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_item_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_diagonal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_logsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_new_ones_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_alpha_dropout_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_huber_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_softmax_with_dtype_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_tanhshrink_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_normal_number_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_real_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_rsqrt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_sign_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_signbit_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_unbind_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_view_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_vstack_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_zeros_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_addmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_as_strided_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_atan2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_clamp_max_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ifft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_rfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_gather_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_index_select_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_isclose_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_cross_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_eigh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_ldl_factor_ex_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_matrix_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_matrix_rank_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logcumsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logsumexp_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_lu_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_cumsum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_norm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_masked_var_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_movedim_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mvlgamma_mvlgamma_p_5_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nansum_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_conv3d_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_hardtanh_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_hinge_embedding_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_unpool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_selu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_normal_number_mean_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ormqr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_polygamma_polygamma_n_0_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_pow_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_repeat_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_reshape_as_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_round_decimals_3_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_scatter_reduce_prod_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_hermite_polynomial_he_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_special_scaled_modified_bessel_k1_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_split_list_args_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sqrt_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_triangular_solve_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unbind_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unbind_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unique_consecutive_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake_H_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_addr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_allclose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_atan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rdiv___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_addcmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_atanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bfloat16_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_bmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cummin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_equal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_exp2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_expm1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ifftshift_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_irfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fmod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_inv_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_multi_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_qr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_slogdet_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_log1p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_min_reduction_no_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nan_to_num_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_native_batch_norm_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_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_layer_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_linear_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_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_softsign_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_rand_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reciprocal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_exponential_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_bessel_y0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_chebyshev_polynomial_v_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_trace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_transpose_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unflatten_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_unsqueeze_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bool_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_broadcast_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_column_stack_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_copysign_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_block_diag_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cdouble_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_fft_fftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fft_rfft2_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_grid_sampler_2d_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_linalg_cond_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_log1p_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_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logaddexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_logcumsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_masked_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_meshgrid_list_of_tensors_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_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_native_dropout_backward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_dropout2d_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_scaled_dot_product_attention_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_real_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_entr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_split_with_sizes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_trace_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___rmod___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp___rmul___cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp__softmax_backward_data_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_abs_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_cartesian_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cholesky_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cov_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fft_fftn_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_rfft_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_fmin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_add_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_index_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_lgamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_eig_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_matmul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_mean_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_nan_to_num_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_ctc_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_embedding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_linear_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_unpool2d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_unfold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_norm_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_pinverse_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sparse_mm_reduce_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_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_split_with_sizes_copy_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_true_divide_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_unsafe_split_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_dot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_empty_permuted_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_eq_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_histc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_istft_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_fake_ldexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_inv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_svdvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logical_not_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_logical_or_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_normalize_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_conv_transpose2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_elu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_glu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_leaky_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_mish_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_pixel_shuffle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_relu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_selu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_smooth_l1_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_threshold_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nonzero_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_renorm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_rsqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_select_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_bessel_j0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_zeta_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_split_with_sizes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_std_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_vsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_T_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops___ror___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_all_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_broadcast_shapes_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cumulative_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diag_embed_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_exp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_float_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_half_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_isinf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cond_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_solve_triangular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_log_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_long_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_min_binary_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_mm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nanmean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_celu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_conv_transpose1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_max_unpool3d_grad_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_multi_head_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_one_hot_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_relu6_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_softshrink_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_norm_inf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_normal_number_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_ormqr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_resize__cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_signal_windows_blackman_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_bessel_y0_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_legendre_polynomial_p_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_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_torch_ops_aten__safe_softmax_default_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_trapezoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_true_divide_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_trunc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_unique_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_float16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_linspace_tensor_overload_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_linspace_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_complex32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_bool_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_broadcast_shapes_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_cauchy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diag_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_dsplit_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_expand_as_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_fftshift_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fft_rfft_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_fmax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_linalg_matrix_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_masked_fill_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nan_to_num_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_narrow_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_celu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_reciprocal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_ndtri_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_special_xlog1py_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_trace_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unflatten_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unfold_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_unsqueeze_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_asinh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bitwise_left_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags_cfloat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_clamp_min_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_div_floor_rounding_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_empty_permuted_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_erfc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_float_power_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_reduce_amin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_select_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isfinite_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_istft_cuda_complex64, test/test_ops.py::TestTagsCUDA::test_tags_kron_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ldexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_cholesky_ex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_matrix_power_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_slogdet_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_solve_ex_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linspace_tensor_overload_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logaddexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_long_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_lu_solve_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mT_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_fill_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_max_binary_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nansum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_avg_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_conv3d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_grid_sample_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_pool1d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_selu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_round_decimals_3_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_bessel_y1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_i1e_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_modified_bessel_k1_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trapezoid_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_trunc_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_unique_consecutive_cuda_float32 2025-08-14T23:56:23.0101030Z 2025-08-14T23:56:27.6842740Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:56:27.6844500Z import pkg_resources 2025-08-14T23:56:28.1789234Z Running functorch/test_ops 4/9 ... [2025-08-14 23:56:28.178391] 2025-08-14T23:56:28.1789801Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:56:28.1794105Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=4', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:56:28.179019] 2025-08-14T23:59:40.9093980Z 2025-08-14T23:59:40.9095194Z test_ops 12/13 was successful, full logs can be found in artifacts with path test/test-reports/test_ops_12.13_fdde64b62dc6f949_.log 2025-08-14T23:59:41.0090183Z Running 2509 items in this shard: test/test_ops.py::TestCommonCUDA::test_compare_cpu___ror___cuda_int64, test/test_ops.py::TestCommonCUDA::test_compare_cpu__native_batch_norm_legit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_T_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs__conversions_bfloat16_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_atleast_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_bucketize_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_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_exponential_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_fft_ifftshift_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hsplit_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_hypot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_nn_functional_dropout_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_split_with_sizes_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu__refs_vdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_addmm_decomposed_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cross_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cummax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_div_floor_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_empty_strided_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_flipud_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_grid_sampler_2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_cholesky_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_matrix_rank_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_norm_subgradients_at_zero_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linalg_svdvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_linspace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_masked_softmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_mul_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_narrow_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_narrow_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_fractional_max_pool3d_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_interpolate_bilinear_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_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_pad_constant_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_resolve_neg_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_special_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_split_list_args_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_split_with_sizes_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_take_along_dim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_tril_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unique_consecutive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_compare_cpu_unique_cuda_float32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_abs_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_angle_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_atan_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_char_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_chunk_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_diagonal_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_double_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_dstack_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_new_ones_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_pow_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_split_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_complex_half_reference_testing_zeros_cuda_complex32, test/test_ops.py::TestCommonCUDA::test_dtypes_T_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes___rxor___cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs__conversions_chalf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_atan_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_bucketize_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_diagonal_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_gt_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_hstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_item_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_logical_or_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_narrow_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_narrow_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_gelu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_nn_functional_pixel_unshuffle_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_sigmoid_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_signbit_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_erfcx_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_special_multigammaln_mvlgamma_p_5_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_triu_indices_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unbind_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unflatten_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__refs_unsqueeze_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes__segment_reduce_lengths_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_broadcast_shapes_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_cfloat_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_clamp_max_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_contiguous_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_diagonal_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_dot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_exp_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_fft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_irfft_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_fft_rfft2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isin_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_isneginf_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_kthvalue_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_det_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_norm_subgradients_at_zero_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linalg_vecdot_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_linspace_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_log10_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_logaddexp2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lu_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_lu_solve_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_cumprod_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_masked_median_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_matmul_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_minimum_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_mv_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_bilinear_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_max_unpool3d_grad_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nn_functional_pairwise_distance_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_nonzero_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_polygamma_polygamma_n_2_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_qr_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_quantile_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_round_decimals_3_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_searchsorted_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_signal_windows_blackman_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_signal_windows_kaiser_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_sparse_mm_reduce_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_square_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_squeeze_copy_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_torch_ops_aten__flash_attention_forward_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_trunc_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_unravel_index_cuda, test/test_ops.py::TestCommonCUDA::test_dtypes_vdot_cuda, test/test_ops.py::TestCommonCUDA::test_errors___radd___cuda, test/test_ops.py::TestCommonCUDA::test_errors_aminmax_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bitwise_and_cuda, test/test_ops.py::TestCommonCUDA::test_errors_bitwise_xor_cuda, test/test_ops.py::TestCommonCUDA::test_errors_copysign_cuda, test/test_ops.py::TestCommonCUDA::test_errors_div_trunc_rounding_cuda, test/test_ops.py::TestCommonCUDA::test_errors_dstack_cuda, test/test_ops.py::TestCommonCUDA::test_errors_exponential_cuda, test/test_ops.py::TestCommonCUDA::test_errors_fft_hfft_cuda, test/test_ops.py::TestCommonCUDA::test_errors_isclose_cuda, test/test_ops.py::TestCommonCUDA::test_errors_logspace_cuda, test/test_ops.py::TestCommonCUDA::test_errors_masked_fill_cuda, test/test_ops.py::TestCommonCUDA::test_errors_masked_scatter_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nextafter_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_avg_pool1d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_avg_pool3d_cuda, test/test_ops.py::TestCommonCUDA::test_errors_nn_functional_softshrink_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_mul_layout1_cuda, test/test_ops.py::TestCommonCUDA::test_errors_sparse_zeros_like_layout4_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_meta_consistency_out_dtype_mismatch_clamp_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_digamma_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fft_ihfftn_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_fmin_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_gt_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_index_reduce_mean_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_kron_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_norm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_linalg_vecdot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_logcumsumexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_masked_select_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_nn_functional_normalize_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_quantile_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_sparse_sampled_addmm_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_special_entr_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_scaled_modified_bessel_k0_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_t_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_tril_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_trunc_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_var_cuda_float32, test/test_ops.py::TestCommonCUDA::test_meta_consistency_out_dtype_mismatch_where_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rmul___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices___rpow___cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices__unsafe_masked_index_put_accumulate_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_add_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_argsort_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atan2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_atanh_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_broadcast_tensors_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cat_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_clamp_max_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_clone_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cummax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_cumsum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_diag_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dist_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_div_trunc_rounding_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_dstack_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_empty_like_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_eq_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_expand_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fft_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fft_fftn_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_floor_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_fmax_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_isneginf_cuda_float32, 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_eigvals_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_linalg_lu_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log1p_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log2_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_log_softmax_with_dtype_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_logaddexp_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_amax_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_masked_sum_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_movedim_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_multinomial_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_mvlgamma_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nan_to_num_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nanmedian_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nansum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_new_empty_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_adaptive_avg_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_fractional_max_pool2d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_group_norm_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_max_pool1d_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_max_unpool2d_grad_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pad_reflect_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_pdist_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_silu_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_nn_functional_unfold_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_permute_copy_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_permute_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_qr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_randint_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_reshape_as_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_roll_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_rsub_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_select_scatter_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_short_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sigmoid_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_signal_windows_nuttall_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_i1e_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_ndtr_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_ndtri_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_special_shifted_chebyshev_polynomial_w_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sqrt_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_sum_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_t_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tensor_split_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_tensordot_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_trace_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_triangular_solve_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unique_consecutive_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unique_consecutive_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_unsqueeze_cuda_int64, test/test_ops.py::TestCommonCUDA::test_multiple_devices_view_copy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_multiple_devices_xlogy_cuda_float32, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_angle_cuda_bool, test/test_ops.py::TestCommonCUDA::test_non_standard_bool_values_bitwise_xor_cuda_bool, 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test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_special_polygamma_special_polygamma_n_0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_trace_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_tril_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_forward_ad_vdot_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator___radd___cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_add_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_addmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_argwhere_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_as_strided_scatter_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_atleast_2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_baddbmm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_bernoulli_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_bool_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_cumprod_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_erfc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_erfinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_eye_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_fft_irfftn_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_isneginf_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_item_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_kron_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_det_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_tensorinv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_linalg_tensorsolve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_argmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_normalize_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_masked_var_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_median_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_mvlgamma_mvlgamma_p_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_neg_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_batch_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_hardsigmoid_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_local_response_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_max_unpool1d_grad_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softmin_with_dtype_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_softsign_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nn_functional_upsample_bilinear_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_nonzero_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_pow_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_resolve_neg_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_scatter_add_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_signal_windows_general_cosine_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_signal_windows_hann_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_sort_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_hermite_polynomial_h_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_special_spherical_bessel_j0_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_std_unbiased_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_transpose_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_vstack_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_operator_xlogy_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay__unsafe_masked_index_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay__upsample_bilinear2d_aa_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_addmv_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_atleast_1d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cholesky_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_combinations_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_complex_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_cosh_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_fft_irfft2_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_flatten_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_flip_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_full_like_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_histc_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isin_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isnan_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_isreal_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_jiterator_unary_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_kthvalue_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_ldl_solve_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_pinv_singular_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_linalg_vector_norm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_log_softmax_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logcumsumexp_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_logical_xor_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_min_reduction_with_dim_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_msort_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_alpha_dropout_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_conv2d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_conv_transpose3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_dropout3d_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_huber_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_interpolate_area_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_max_unpool3d_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_pixel_unshuffle_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_renorm_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_round_decimals_neg_3_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_scatter_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_entr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_log_ndtr_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_ndtri_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_special_shifted_chebyshev_polynomial_t_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_stft_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_sub_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_svd_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_tan_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_to_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unbind_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_unsqueeze_cuda_float32, test/test_ops.py::TestCompositeComplianceCUDA::test_view_replay_var_mean_cuda_float32, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_char_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs__conversions_double_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_asin_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_block_diag_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_exp2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_expand_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_expand_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_flatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linalg_vector_norm_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_linspace_tensor_overload_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_logical_not_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_meshgrid_variadic_tensors_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_mul_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_neg_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_permute_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_reshape_as_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_special_log_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_special_softmax_with_dtype_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_squeeze_multiple_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view__refs_tensor_split_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_atan_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_bfloat16_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_diagonal_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_fftshift_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_hfft2_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_ifft_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_fft_ifftn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_flatten_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_jiterator_binary_return_by_ref_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_inv_ex_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_lu_factor_ex_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_linalg_slogdet_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_not_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_logical_xor_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nn_functional_pad_circular_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_nonzero_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_pinverse_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_qr_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_resize_as__cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_sgn_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_split_with_sizes_copy_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_square_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_svd_lowrank_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_to_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_to_sparse_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_unsafe_split_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_conj_view_view_cuda_complex64, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___radd___cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view___rmul___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_cfloat_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs__conversions_half_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_atleast_1d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_atleast_3d_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_conj_physical_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_empty_strided_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_linalg_diagonal_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_nn_functional_pixel_unshuffle_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_tan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unflatten_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__refs_unfold_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view__unsafe_masked_index_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_addcdiv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_alias_copy_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_expand_as_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_fft_fftshift_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_float_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_full_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_imag_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_int_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_isnan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_inv_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_ldl_factor_ex_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_lu_factor_ex_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_linalg_norm_subgradients_at_zero_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_log_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_mean_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_pad_replicate_negative_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_nn_functional_triplet_margin_loss_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_reciprocal_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_resize_as__cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_squeeze_multiple_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tan_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_tile_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_conj_view_triangular_solve_cuda_complex128, test/test_ops.py::TestMathBitsCUDA::test_neg_view___rsub___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_cdouble_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_abs_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_arange_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_fftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_hfft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_fft_ihfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_index_select_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_linalg_svdvals_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_meshgrid_list_of_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_narrow_copy_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_pixel_unshuffle_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_softplus_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_nn_functional_threshold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reciprocal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_reshape_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_i0e_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_log_ndtr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_multigammaln_mvlgamma_p_5_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_special_ndtr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_square_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_stft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_triu_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_view_as_complex_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view__refs_view_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_block_diag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_bool_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cauchy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cdist_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_chunk_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cross_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_cumulative_trapezoid_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diag_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diagonal_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_diagonal_scatter_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_empty_permuted_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_hfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_hfftn_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fft_ihfft2_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_fill_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_ge_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_gradient_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_lu_factor_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_linalg_qr_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_log1p_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_logical_or_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_meshgrid_list_of_tensors_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_mv_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_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nextafter_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_huber_loss_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_interpolate_area_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_max_pool1d_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_nn_functional_threshold_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_normal_in_place_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_permute_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_positive_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_rad2deg_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_searchsorted_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_signal_windows_bartlett_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sparse_sampled_addmm_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_stft_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_sum_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_t_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_t_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_take_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_unflatten_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_uniform_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_view_copy_cuda_float64, test/test_ops.py::TestMathBitsCUDA::test_neg_view_xlogy_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_fake_abs_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_acos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_add_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_any_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_T_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast___rxor___cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_combinations_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_div_floor_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_hfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_fft_ifftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_frac_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_grid_sampler_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_index_put_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_isclose_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_le_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_linalg_lstsq_grad_oriented_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_masked_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_mul_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_adaptive_max_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_pad_reflect_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_rms_norm_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_complex_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nn_functional_smooth_l1_loss_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_bilinear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_nonzero_static_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_rad2deg_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_randn_like_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_signbit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sinc_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_modified_bessel_i0_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_special_shifted_chebyshev_polynomial_u_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_sqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_std_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_autocast_var_mean_unbiased_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bernoulli_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_bitwise_or_cuda_int64, test/test_ops.py::TestFakeTensorCUDA::test_fake_combinations_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_acosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_angle_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_atleast_2d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_cosh_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_float_power_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_fmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_index_fill_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_linalg_svd_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_movedim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nanmean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_cosine_embedding_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_interpolate_linear_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_kl_div_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_nn_functional_linear_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_polygamma_polygamma_n_4_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_scatter_reduce_mean_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_sgn_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_split_list_args_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_tan_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_transpose_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_amp_vstack_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_acos_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_as_strided_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_asin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_asinh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_bmm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cholesky_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_clamp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cosh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cross_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cumprod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_diagonal_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_digamma_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_float_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_pinv_singular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_log_softmax_with_dtype_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_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_masked_cumsum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_narrow_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_avg_pool1d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_gelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_group_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_hardtanh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_interpolate_area_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_pad_circular_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_rrelu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_nn_functional_soft_margin_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_repeat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_reshape_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_rsqrt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_rsub_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_sin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_squeeze_multiple_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_crossref_backward_no_amp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_empty_strided_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_fft_irfft2_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_geqrf_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_gt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_copy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_index_reduce_amax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lerp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lgamma_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_det_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eigh_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_eigvals_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lu_factor_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lu_factor_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_lu_solve_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_solve_ex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_linalg_vecdot_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_lt_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mH_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mT_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_masked_logsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_max_reduction_with_dim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_maximum_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_meshgrid_list_of_tensors_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_movedim_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_mvlgamma_mvlgamma_p_1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_native_batch_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_batch_norm_without_cudnn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_binary_cross_entropy_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_gaussian_nll_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_hardshrink_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_instance_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_interpolate_bicubic_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_logsigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_nn_functional_nll_loss_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_complex_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_fake_normal_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_prod_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_rot90_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_gaussian_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_signal_windows_kaiser_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_special_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_fake_torch_ops_aten__flash_attention_forward_cuda_float16, 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_view_as_complex_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops__softmax_backward_data_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_addmv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_cfloat_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_diagonal_copy_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_div_trunc_rounding_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_dsplit_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_fft_hfftn_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_gradient_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_index_reduce_amin_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_eig_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_inv_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_lu_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linalg_vector_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_linspace_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_log_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_logcumsumexp_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_amin_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_masked_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_median_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_adaptive_avg_pool3d_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_alpha_dropout_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_mse_loss_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_pad_replicate_negative_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_nn_functional_rms_norm_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_sigmoid_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_softmax_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_i1e_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_log_ndtr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_modified_bessel_i1_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_ndtr_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_special_zeta_cuda_float32, test/test_ops.py::TestFakeTensorCUDA::test_pointwise_ops_tile_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_int64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_logspace_tensor_overload_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout__refs_zeros_cuda_float64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_arange_cuda_int8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_full_cuda_bfloat16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_complex128, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_int16, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_logspace_tensor_overload_cuda_uint8, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_complex64, test/test_ops.py::TestFakeTensorCUDA::test_strided_layout_zeros_cuda_int32, test/test_ops.py::TestTagsCUDA::test_tags___radd___cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_cfloat_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs__conversions_int_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_as_strided_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_asinh_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_atleast_2d_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_left_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_bitwise_right_shift_cuda_int64, test/test_ops.py::TestTagsCUDA::test_tags__refs_cumprod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diag_embed_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_diagonal_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_erf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_floor_divide_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_log2_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_nn_functional_selu_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_rsub_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_signbit_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_multigammaln_mvlgamma_p_5_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__refs_stack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__segment_reduce_lengths_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags__segment_reduce_offsets_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_addr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_argsort_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bernoulli_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_bfloat16_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_cummin_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_diag_embed_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_einsum_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_erfinv_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_expand_as_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_flipud_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_ge_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_geqrf_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_index_reduce_prod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_isnan_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_item_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_cond_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_qr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_linalg_vander_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logical_or_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_logsumexp_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_lu_unpack_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_cumprod_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_masked_mean_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_matmul_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_multinomial_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_narrow_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_native_layer_norm_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_embedding_bag_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_hardswish_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_interpolate_trilinear_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_multi_margin_loss_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_pad_replicate_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_softshrink_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_nn_functional_threshold_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_normal_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_qr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_resolve_conj_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_add_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_scatter_reduce_amax_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_searchsorted_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_select_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_slice_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_softmax_with_dtype_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_laguerre_polynomial_l_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_legendre_polynomial_p_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_special_ndtr_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_std_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_take_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_torch__scaled_mm_cuda_float8_e4m3fn, test/test_ops.py::TestTagsCUDA::test_tags_unsafe_split_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_vdot_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_view_copy_cuda_float32, test/test_ops.py::TestTagsCUDA::test_tags_where_cuda_float32 2025-08-14T23:59:41.1040696Z 2025-08-14T23:59:45.7588103Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-14T23:59:45.7589888Z import pkg_resources 2025-08-14T23:59:46.2484878Z Running functorch/test_ops 7/9 ... [2025-08-14 23:59:46.247892] 2025-08-14T23:59:46.2485991Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-14T23:59:46.2489887Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'functorch/test_ops.py', '-m', 'not serial', '--shard-id=7', '--num-shards=9', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-14 23:59:46.248464] 2025-08-15T00:05:34.8137597Z 2025-08-15T00:05:34.8139216Z functorch/test_ops 4/9 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_4.9_ca831f19722cebf9_.log 2025-08-15T00:05:34.8635253Z Running 1133 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_vecdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_logical_xor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_upsample_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sgn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argsort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_eigh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_mul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_batch_norm_without_cudnn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_cosine_similarity_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_glu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__native_batch_norm_legit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_int_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_maximum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_multi_head_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_argmin_cuda_bool, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_ceil_cuda_bool, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_floor_cuda_bool, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_argmax_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_ceil_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_le_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_topk_cuda_complex128, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_broadcast_to_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_hsplit_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_split_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_positive_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_squeeze_multiple_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unfold_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_view_as_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__segment_reduce_lengths_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cumulative_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_fft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_frexp_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logical_and_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_avg_pool2d_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_meshgrid_list_of_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unsqueeze_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cfloat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_copysign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_deg2rad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_cross_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lstsq_grad_oriented_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ne_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_round_decimals_neg_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_scaled_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_addmm_decomposed_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_all_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_bool_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cartesian_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diag_embed_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_double_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_permuted_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_erfc_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_as_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geqrf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_hash_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_heaviside_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_fill_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_index_reduce_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_return_by_ref_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_ldl_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_lu_factor_ex_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_qr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log2_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logcumsumexp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logspace_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_cumprod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nanmean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_narrow_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ne_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_no_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_with_bias_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout2d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hinge_embedding_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool2d_grad_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_head_attention_forward_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multi_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_multilabel_margin_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_nll_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_reflect_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pairwise_distance_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_relu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_silu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softplus_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten_index_put_functorch_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_permute_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polar_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_positive_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_qr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randint_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_randn_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_reshape_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resize_as__cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_scatter_reduce_prod_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_short_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_exponential_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_hann_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_nuttall_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_slice_scatter_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_airy_ai_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_hermite_polynomial_h_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_i0e_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_legendre_polynomial_p_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_k1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_spherical_bessel_j0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_along_dim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_transpose_copy_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unbind_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule___rdiv___cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_ifftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_poisson_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_topk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lgamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logaddexp2_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_interpolate_bicubic_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nonzero_static_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp__batch_norm_with_update_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_matrix_exp_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_abs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_as_strided_scatter_cuda_float32, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ldexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_householder_product_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_tensorinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_binary_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_max_unpool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_multi_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_modified_bessel_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_acos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_allclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_column_stack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_diagonal_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_empty_permuted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_exp2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_heaviside_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_cholesky_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_new_empty_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_hermite_polynomial_he_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i1e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_std_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_take_along_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_vsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_xlogy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SelectAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_SortGenVmapAutogradFunction_cuda_float32 2025-08-15T00:05:34.9120033Z 2025-08-15T00:05:39.4909638Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:05:39.4911498Z import pkg_resources 2025-08-15T00:05:39.9614293Z Running optim/test_swa_utils 1/1 ... [2025-08-15 00:05:39.960931] 2025-08-15T00:05:39.9614852Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:05:39.9618898Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'optim/test_swa_utils.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:05:39.961426] 2025-08-15T00:05:44.7403354Z 2025-08-15T00:05:44.7404628Z 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_2510532b79b0b043_.log 2025-08-15T00:05:44.7405433Z 2025-08-15T00:05:49.6197060Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:05:49.6199489Z import pkg_resources 2025-08-15T00:05:50.1091686Z Running torch_np/numpy_tests/core/test_scalar_methods 1/1 ... [2025-08-15 00:05:50.108661] 2025-08-15T00:05:50.1092379Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:05:50.1096142Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_methods.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:05:50.109179] 2025-08-15T00:05:55.3840882Z 2025-08-15T00:05:55.3842920Z torch_np/numpy_tests/core/test_scalar_methods 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_methods_1.1_5c6f758f0dbdd5cd_.log 2025-08-15T00:05:55.3878469Z Running 77 items in this shard: test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_against_known_values, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_errors_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype0_frac_vals0_exp_vals0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype1_frac_vals1_exp_vals1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_roundtrip_ftype2_frac_vals2_exp_vals2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_simple_fractions_ftype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype0_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype1_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_-0_875_ratio1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_0_ratio2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_0_875_ratio0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestAsIntegerRatio::test_small_ftype2_f_11_5_ratio3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_false_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_inf_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_special_str_value_nan_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestIsInteger::test_true_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_cls5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_complexfloating_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_abc_non_numeric_cls0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_?, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_B, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_D, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_F, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_b, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_d, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_e, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_f, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_h, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_i, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_concrete_code_l, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_scalar, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestClassGetItem::test_subscript_tuple_arg_len_3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_bit_count, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype0, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype1, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype2, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype3, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype4, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype5, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype6, test/torch_np/numpy_tests/core/test_scalar_methods.py::TestBitCount::test_small_itype7 2025-08-15T00:05:55.3912859Z 2025-08-15T00:06:00.1818045Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:06:00.1819820Z import pkg_resources 2025-08-15T00:06:00.6745613Z Running nn/test_init 1/1 ... [2025-08-15 00:06:00.674060] 2025-08-15T00:06:00.6746151Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:06:00.6750604Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'nn/test_init.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:06:00.674660] 2025-08-15T00:06:10.9096760Z 2025-08-15T00:06:10.9098181Z nn/test_init 1/1 was successful, full logs can be found in artifacts with path test/test-reports/nn.test_init_1.1_5ef51be9df1f5b9c_.log 2025-08-15T00:06:10.9107865Z Running 30 items in this shard: test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu, test/nn/test_init.py::TestNNInit::test_calculate_gain_leaky_relu_only_accepts_numbers, test/nn/test_init.py::TestNNInit::test_calculate_gain_linear, test/nn/test_init.py::TestNNInit::test_calculate_gain_nonlinear, test/nn/test_init.py::TestNNInit::test_calculate_gain_only_accepts_valid_nonlinearities, test/nn/test_init.py::TestNNInit::test_constant, test/nn/test_init.py::TestNNInit::test_deprecation, test/nn/test_init.py::TestNNInit::test_dirac_identity, test/nn/test_init.py::TestNNInit::test_dirac_only_works_on_3_4_5d_inputs, test/nn/test_init.py::TestNNInit::test_dirac_properties, test/nn/test_init.py::TestNNInit::test_eye, test/nn/test_init.py::TestNNInit::test_eye_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_kaiming_normal, test/nn/test_init.py::TestNNInit::test_kaiming_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_normal_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_kaiming_uniform, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_kaiming_uniform_warning_on_0element_tensor, test/nn/test_init.py::TestNNInit::test_normal, test/nn/test_init.py::TestNNInit::test_ones_and_zeros, test/nn/test_init.py::TestNNInit::test_orthogonal, test/nn/test_init.py::TestNNInit::test_sparse_default_std, test/nn/test_init.py::TestNNInit::test_sparse_only_works_on_2d_inputs, test/nn/test_init.py::TestNNInit::test_trunc_normal, test/nn/test_init.py::TestNNInit::test_trunc_normal_generator, test/nn/test_init.py::TestNNInit::test_uniform, test/nn/test_init.py::TestNNInit::test_xavier_normal, test/nn/test_init.py::TestNNInit::test_xavier_normal_errors_on_inputs_smaller_than_2d, test/nn/test_init.py::TestNNInit::test_xavier_uniform, test/nn/test_init.py::TestNNInit::test_xavier_uniform_errors_on_inputs_smaller_than_2d 2025-08-15T00:06:10.9116591Z 2025-08-15T00:06:15.8027685Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:06:15.8029650Z import pkg_resources 2025-08-15T00:06:16.2984148Z Running torch_np/numpy_tests/core/test_numerictypes 1/1 ... [2025-08-15 00:06:16.297874] 2025-08-15T00:06:16.2985098Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:06:16.2989498Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_numerictypes.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:06:16.298457] 2025-08-15T00:06:21.9243064Z 2025-08-15T00:06:21.9244761Z torch_np/numpy_tests/core/test_numerictypes 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_numerictypes_1.1_4072463cbecc581f_.log 2025-08-15T00:06:21.9262218Z Running 34 items in this shard: test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_loses2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestCommonType::test_scalar_wins3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_both_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_nondtype_nonscalartype, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_same, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_sibling_class, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass, test/torch_np/numpy_tests/core/test_numerictypes.py::TestIsSubDType::test_subclass_backwards, test/torch_np/numpy_tests/core/test_numerictypes.py::TestBitName::test_abstract, test/torch_np/numpy_tests/core/test_numerictypes.py::TestDocStrings::test_platform_dependent_aliases, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_undersood_by_dtype_t9, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_are_unique, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t0, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t1, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t2, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t3, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t4, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t5, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t6, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t7, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t8, test/torch_np/numpy_tests/core/test_numerictypes.py::TestScalarTypeNames::test_names_reflect_attributes_t9 2025-08-15T00:06:21.9278623Z 2025-08-15T00:06:26.7197488Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:06:26.7199259Z import pkg_resources 2025-08-15T00:06:27.2081050Z Running torch_np/numpy_tests/lib/test_arraypad 1/1 ... [2025-08-15 00:06:27.207561] 2025-08-15T00:06:27.2081724Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:06:27.2085378Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraypad.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:06:27.208064] 2025-08-15T00:06:32.8367951Z 2025-08-15T00:06:32.8369408Z torch_np/numpy_tests/lib/test_arraypad 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_6ccc3dfc1e4d4ac5_.log 2025-08-15T00:06:32.8374368Z Running 9 items in this shard: test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float2, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_float3, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_odd_pad_amount, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_pad_2d, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_constant_zeros, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_check_large_integers, test/torch_np/numpy_tests/lib/test_arraypad.py::TestConstant::test_pad_empty_dimension 2025-08-15T00:06:32.8378260Z 2025-08-15T00:06:37.8919031Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:06:37.8920804Z import pkg_resources 2025-08-15T00:06:38.3988602Z Running test_cuda_multigpu 1/1 ... [2025-08-15 00:06:38.398252] 2025-08-15T00:06:38.3989186Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:06:38.3992759Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_cuda_multigpu.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:06:38.398814] 2025-08-15T00:06:44.1256049Z 2025-08-15T00:06:44.1257403Z test_cuda_multigpu 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_cuda_multigpu_1.1_ef78c90533e6dd8d_.log 2025-08-15T00:06:44.1277082Z Running 60 items in this shard: test/test_cuda_multigpu.py::TestCudaMultiGPU::test_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_caching_pinned_memory_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cat_autogpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_copy_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_device_memory_allocated, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_init_race, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_memory_leak_detection, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_set_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_cuda_synchronize, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_current_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_default_stream, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_elapsed_time, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_events_wait, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_external_streams_multi_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_get_set_rng_state_all, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_device_as_key, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_grad_scaling_scale, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_load_nonexistent_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_mem_get_info, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_memory_stats_multigpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_serialization_remap_dict, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_multigpu_storage_clone, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_new, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_rng_state_offset, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_context, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_device, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_stream_event_nogil, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streaming_backwards_device_transfer, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_eq, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_multi_gpu_query, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_streams_priority, test/test_cuda_multigpu.py::TestCudaMultiGPU::test_tensor_device, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_coalesced_empty_tensors, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_broadcast_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_gather, test/test_cuda_multigpu.py::TestCudaComm::test_gather_dim, test/test_cuda_multigpu.py::TestCudaComm::test_gather_namedtuple, test/test_cuda_multigpu.py::TestCudaComm::test_gather_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_memory_format_scatter_gather, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced, test/test_cuda_multigpu.py::TestCudaComm::test_reduce_add_coalesced_dense_only, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_cpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_neg_dim, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_gpu_sizes, test/test_cuda_multigpu.py::TestCudaComm::test_scatter_namedtuple 2025-08-15T00:06:44.1296088Z 2025-08-15T00:06:48.9628753Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:06:48.9630843Z import pkg_resources 2025-08-15T00:06:49.4575582Z Running test_type_promotion 1/1 ... [2025-08-15 00:06:49.457011] 2025-08-15T00:06:49.4576380Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:06:49.4580379Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_type_promotion.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:06:49.457574] 2025-08-15T00:07:10.0118828Z 2025-08-15T00:07:10.0119762Z test_type_promotion 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_type_promotion_1.1_5ea645af5852c059_.log 2025-08-15T00:07:10.0317301Z Running 423 items in this shard: test/test_type_promotion.py::TestTypePromotionCUDA::test_add_wrapped_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alpha_mismatch_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_alternate_result_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_bfloat16_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_booleans_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_can_cast_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_cat_out_different_dtypes_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_bool_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_float64_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_clamp_type_promotion_cuda_int32_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_comparison_ops_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_assertraises_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_complex_scalar_mult_tensor_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_computation_ignores_out_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_create_bool_tensors_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_inplace_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_div_promotion_out_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_float_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_from_issue_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_half_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_indexing_fail_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_inplace_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_int_to_float_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_integer_addcdiv_deprecated_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_lt_with_type_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_many_promotions_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_mixed_type_backward_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_non_promoting_ops_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_bool_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_numpy_array_binary_ufunc_promotion_cuda_complex128_float16, 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test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float32_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_float64_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int16_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int32_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int64_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_int8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bfloat16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_int8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_cuda_uint8_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_result_type_tensor_vs_scalar_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_add_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_bool, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int16, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int32, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_div_promotion_cuda_uint8, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_mul_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_sparse_sub_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_ternary_out_promotion_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_transpose_cuda, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex128_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_complex64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float32_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_float64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex128, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_complex64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float32, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_float64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unary_op_out_casting_cuda_int64_int64, test/test_type_promotion.py::TestTypePromotionCUDA::test_unsigned_cuda 2025-08-15T00:07:10.0511908Z 2025-08-15T00:07:14.7507467Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:07:14.7509225Z import pkg_resources 2025-08-15T00:07:15.2250587Z Running torch_np/numpy_tests/lib/test_arraysetops 1/1 ... [2025-08-15 00:07:15.224548] 2025-08-15T00:07:15.2251251Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:07:15.2255368Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/lib/test_arraysetops.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:07:15.225088] 2025-08-15T00:07:21.1533076Z 2025-08-15T00:07:21.1534320Z torch_np/numpy_tests/lib/test_arraysetops 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_f8243d8eb5781144_.log 2025-08-15T00:07:21.1562189Z Running 62 items in this shard: test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary0_prepend0_append_nan_expected_to_end, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary1_prepend1_append1_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_forbidden_type_casts_ary2_prepend_nan_append_nan_expected_to_begin, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary0_prepend_65536_append_65540_expected0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary1_prepend1_append1_expected1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary2_prepend_0_append_0_expected2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_ediff1d_scalar_handling_ary3_prepend_3_append_-9_expected3, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_are_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_both_arrays_have_structured_dtype, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_first_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_hit_alternate_algorithm, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_invert_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_boolean_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype10_dtype20_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_mixed_dtype_dtype11_dtype21_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_ravel_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_second_array_is_object, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_table_timedelta_fails, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_timedelta_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_in1d_with_arrays_containing_tuples, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_array_like, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_intersect1d_indices, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_sort, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_isin_kind_table, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_manyways, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_char_array, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setdiff1d_unique, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_setxor1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestSetOps::test_union1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_2, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_-1, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_1d_with_axis_axis_0, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_errors, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_list, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_axis_zeros, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_nanequals, test/torch_np/numpy_tests/lib/test_arraysetops.py::TestUnique::test_unique_sort_order_with_axis 2025-08-15T00:07:21.1589101Z 2025-08-15T00:07:25.9701057Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:07:25.9702864Z import pkg_resources 2025-08-15T00:07:26.4600978Z Running test_jit_autocast 1/1 ... [2025-08-15 00:07:26.459595] 2025-08-15T00:07:26.4601530Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:07:26.4604915Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_jit_autocast.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:07:26.460107] 2025-08-15T00:08:03.6570766Z 2025-08-15T00:08:03.6572133Z test_jit_autocast 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_jit_autocast_1.1_b99e2fa4cf830a03_.log 2025-08-15T00:08:03.6593883Z Running 54 items in this shard: test/test_jit_autocast.py::TestAutocast::test_autocast_api, test/test_jit_autocast.py::TestAutocast::test_autocast_api_not_supported, test/test_jit_autocast.py::TestAutocast::test_autocast_autodiff, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator, test/test_jit_autocast.py::TestAutocast::test_autocast_decorator_outside_jit, test/test_jit_autocast.py::TestAutocast::test_autocast_mixed_dtypes, test/test_jit_autocast.py::TestAutocast::test_callees, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_off, test/test_jit_autocast.py::TestAutocast::test_callees_with_autocast_on, test/test_jit_autocast.py::TestAutocast::test_conditional_autocast, test/test_jit_autocast.py::TestAutocast::test_control_flow, test/test_jit_autocast.py::TestAutocast::test_divergent_autocast, test/test_jit_autocast.py::TestAutocast::test_divergent_types, test/test_jit_autocast.py::TestAutocast::test_duplicate_inputs, test/test_jit_autocast.py::TestAutocast::test_eager_and_script, test/test_jit_autocast.py::TestAutocast::test_explicit_casts, test/test_jit_autocast.py::TestAutocast::test_fp32_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_policy_with_fp64, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy, test/test_jit_autocast.py::TestAutocast::test_fp32_set_opt_dtype_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_ignore_amp, test/test_jit_autocast.py::TestAutocast::test_implicitly_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_inplace, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_cpu, test/test_jit_autocast.py::TestAutocast::test_jit_autocast_softmax_gpu, test/test_jit_autocast.py::TestAutocast::test_jit_call_method_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_executor_under_autocast, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_basic, test/test_jit_autocast.py::TestAutocast::test_jit_freeze_autocast_constants, test/test_jit_autocast.py::TestAutocast::test_jit_generic_autocast, test/test_jit_autocast.py::TestAutocast::test_linear_bf16, test/test_jit_autocast.py::TestAutocast::test_minimal, test/test_jit_autocast.py::TestAutocast::test_minimal_cpu, test/test_jit_autocast.py::TestAutocast::test_minimal_off, test/test_jit_autocast.py::TestAutocast::test_nested_autocast, test/test_jit_autocast.py::TestAutocast::test_promote_policy, test/test_jit_autocast.py::TestAutocast::test_promote_policy_fp64, test/test_jit_autocast.py::TestAutocast::test_reused_autocast, test/test_jit_autocast.py::TestAutocast::test_reused_autocast_expr, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state, test/test_jit_autocast.py::TestAutocast::test_runtime_autocast_state_expr, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing, test/test_jit_autocast.py::TestAutocast::test_script_and_tracing_with_autocast, test/test_jit_autocast.py::TestAutocast::test_script_module, test/test_jit_autocast.py::TestAutocast::test_tracing_and_script, test/test_jit_autocast.py::TestAutocast::test_tracing_with_autocast_and_script, test/test_jit_autocast.py::TestJitTraceAutocast::test_cat_promote, test/test_jit_autocast.py::TestJitTraceAutocast::test_generate_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nchw_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_nhwc_autocast_jit_trace_model, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cpu, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_cuda, test/test_jit_autocast.py::TestJitTraceAutocast::test_script_autocast_enable_and_check, test/test_jit_autocast.py::TestJitTraceAutocast::test_scripted_aliasing 2025-08-15T00:08:03.6610705Z 2025-08-15T00:08:05.5308423Z Uploading artifacts took 1.87 seconds 2025-08-15T00:08:08.5571601Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:08:08.5573334Z import pkg_resources 2025-08-15T00:08:09.0447937Z Running test_dlpack 1/1 ... [2025-08-15 00:08:09.044262] 2025-08-15T00:08:09.0448483Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:08:09.0452803Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_dlpack.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:08:09.044831] 2025-08-15T00:08:15.0229899Z 2025-08-15T00:08:15.0230924Z test_dlpack 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_dlpack_1.1_097ada8a6fec6766_.log 2025-08-15T00:08:15.0288630Z Running 142 items in this shard: test/test_dlpack.py::TestTorchDlPackCUDA::test_automatically_select_in_creation_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_copy_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_capsule_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_diff_streams_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_conversion_with_streams_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_convert_default_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_cuda_per_thread_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_default_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_is_conj_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_non_strided_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_export_requires_grad_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_invalid_cpu_stream_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_invalid_cuda_streams_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_invalid_rocm_streams_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_normalize_strides_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_protocol_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_shared_storage_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_invalid_stream_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_tensor_on_different_device_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_dlpack_unsupported_dtype_error_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_dtype_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_bfloat16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_bool, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_from_dlpack_noncontinguous_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_max_version_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_needs_copy_error_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_no_copy_cuda, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_complex128, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_complex64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_float16, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_float32, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_float64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int16, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int32, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_int8, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint16, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint32, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint64, test/test_dlpack.py::TestTorchDlPackCUDA::test_numpy_dlpack_protocol_conversion_cuda_uint8, test/test_dlpack.py::TestTorchDlPackCUDA::test_unsupported_device_error_cuda 2025-08-15T00:08:15.0344070Z 2025-08-15T00:08:19.8878780Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:08:19.8880500Z import pkg_resources 2025-08-15T00:08:20.3783891Z Running profiler/test_profiler_tree 1/1 ... [2025-08-15 00:08:20.377879] 2025-08-15T00:08:20.3784492Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:08:20.3787989Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_profiler_tree.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:08:20.378385] 2025-08-15T00:08:26.0048898Z 2025-08-15T00:08:26.0050469Z profiler/test_profiler_tree 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_profiler_tree_1.1_e9e7d05363056789_.log 2025-08-15T00:08:26.0056580Z Running 10 items in this shard: test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_detailed, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_cuda_with_stream, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_memory_and_stack, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_record_function, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_modules, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_dispatch, test/profiler/test_profiler_tree.py::TestProfilerTree::test_profiler_experimental_tree_with_stack_and_torch_function 2025-08-15T00:08:26.0062104Z 2025-08-15T00:08:30.8745893Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:08:30.8747656Z import pkg_resources 2025-08-15T00:08:31.3709229Z Running torch_np/numpy_tests/core/test_scalar_ctors 1/1 ... [2025-08-15 00:08:31.370313] 2025-08-15T00:08:31.3709924Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:08:31.3712168Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/numpy_tests/core/test_scalar_ctors.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:08:31.370814] 2025-08-15T00:08:36.8963156Z 2025-08-15T00:08:36.8964733Z torch_np/numpy_tests/core/test_scalar_ctors 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_f0e6f1277cd0ac4e_.log 2025-08-15T00:08:36.8998979Z Running 65 items in this shard: test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_bool, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromString::test_floating_overflow, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_intp, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestFromInt::test_uint64_from_negative, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_complex_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_byte_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_int__t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_intc_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_longlong_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_np_short_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_byte, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_int_, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_intc, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_longlong, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_np_short, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t25, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_integers_t15_t26, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t10_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t11_t23, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t20, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t21, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t22, test/torch_np/numpy_tests/core/test_scalar_ctors.py::TestArrayFromScalar::test_reals_t12_t23 2025-08-15T00:08:36.9028589Z 2025-08-15T00:08:41.7377864Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:08:41.7381659Z import pkg_resources 2025-08-15T00:08:42.2247914Z Running profiler/test_torch_tidy 1/1 ... [2025-08-15 00:08:42.224291] 2025-08-15T00:08:42.2248514Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:08:42.2252102Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_torch_tidy.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:08:42.224791] 2025-08-15T00:08:52.6611446Z 2025-08-15T00:08:52.6613310Z profiler/test_torch_tidy 1/1 was successful, full logs can be found in artifacts with path test/test-reports/profiler.test_torch_tidy_1.1_36c05de0b415ade9_.log 2025-08-15T00:08:52.6624962Z Running 22 items in this shard: test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_id_uniqueness, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocation_ids_with_other_ops, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_allocations, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_extra_fields, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_impl_reuse, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_mkldnn_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_module_and_optimizer_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_nnmodule_params, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_adam, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_optimizer_parameters_sgd, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_pointers_and_ids, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_refcounts, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_scalar_ins, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_sparse_tensors, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_lists, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensor_properties, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_full, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_keep_alive, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_scalar_args, test/profiler/test_torch_tidy.py::TestTorchTidyProfiler::test_tensorimpl_invalidation_set 2025-08-15T00:08:52.6636699Z 2025-08-15T00:08:57.4818608Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:08:57.4820365Z import pkg_resources 2025-08-15T00:08:57.9735379Z Running torch_np/test_reductions 1/1 ... [2025-08-15 00:08:57.973037] 2025-08-15T00:08:57.9736255Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:08:57.9740373Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'torch_np/test_reductions.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:08:57.973571] 2025-08-15T00:09:08.0080841Z 2025-08-15T00:09:08.0082401Z torch_np/test_reductions 1/1 was successful, full logs can be found in artifacts with path test/test-reports/torch_np.test_reductions_1.1_75c57deaa1ebef05_.log 2025-08-15T00:09:08.0555812Z Running 966 items in this shard: test/torch_np/test_reductions.py::TestFlatnonzero::test_basic, test/torch_np/test_reductions.py::TestAny::test_basic, test/torch_np/test_reductions.py::TestAny::test_method_vs_function, test/torch_np/test_reductions.py::TestAny::test_nd, test/torch_np/test_reductions.py::TestAll::test_basic, test/torch_np/test_reductions.py::TestAll::test_method_vs_function, test/torch_np/test_reductions.py::TestAll::test_nd, test/torch_np/test_reductions.py::TestMean::test_mean, test/torch_np/test_reductions.py::TestMean::test_mean_float16, test/torch_np/test_reductions.py::TestMean::test_mean_values, test/torch_np/test_reductions.py::TestMean::test_mean_where, test/torch_np/test_reductions.py::TestSum::test_sum, test/torch_np/test_reductions.py::TestSum::test_sum_boolean, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_1_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt0, test/torch_np/test_reductions.py::TestSum::test_sum_complex_2_dt1, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_2, test/torch_np/test_reductions.py::TestSum::test_sum_dtypes_warnings, test/torch_np/test_reductions.py::TestSum::test_sum_initial, test/torch_np/test_reductions.py::TestSum::test_sum_stability, test/torch_np/test_reductions.py::TestSum::test_sum_where, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_array_axis_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_bad_tuple_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_axis_empty_generic_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_bad_axis_func9, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_keepdims_generic_axis5_func8, 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test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func7_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func8_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_-1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_-2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_axis_keepdims_True_dtype_int32_func9_axis_2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func0, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func1, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func10, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func11, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func2, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func3, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func4, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func5, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func6, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func7, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func8, test/torch_np/test_reductions.py::TestGenericReductions::test_out_scalar_func9, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_array_axis_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_bad_tuple_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_axis_empty_generic_func1, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func0, test/torch_np/test_reductions.py::TestGenericCumSumProd::test_bad_axis_func1 2025-08-15T00:09:08.1007012Z 2025-08-15T00:09:12.8424167Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:09:12.8425971Z import pkg_resources 2025-08-15T00:09:13.3288984Z Running lazy/test_reuse_ir 1/1 ... [2025-08-15 00:09:13.328412] 2025-08-15T00:09:13.3289549Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:09:13.3294609Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'lazy/test_reuse_ir.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:09:13.328955] 2025-08-15T00:09:19.1562992Z 2025-08-15T00:09:19.1564602Z lazy/test_reuse_ir 1/1 was successful, full logs can be found in artifacts with path test/test-reports/lazy.test_reuse_ir_1.1_443e5493f4784a0e_.log 2025-08-15T00:09:19.1566627Z Running 4 items in this shard: test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAdd, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSub, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testAddSubFallback, test/lazy/test_reuse_ir.py::TestLazyReuseIr::testBatchNorm 2025-08-15T00:09:19.1567958Z 2025-08-15T00:09:24.1328384Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:09:24.1330374Z import pkg_resources 2025-08-15T00:09:24.6388805Z Running test_functional_autograd_benchmark 1/1 ... [2025-08-15 00:09:24.638282] 2025-08-15T00:09:24.6389458Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:09:24.6392800Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_functional_autograd_benchmark.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:09:24.638829] 2025-08-15T00:09:36.3672037Z 2025-08-15T00:09:36.3673206Z functorch/test_ops 7/9 was successful, full logs can be found in artifacts with path test/test-reports/functorch.test_ops_7.9_83b4331f3f6e3cbe_.log 2025-08-15T00:09:36.4174010Z Running 1122 items in this shard: test/functorch/test_ops.py::TestOperatorsCUDA::test_extremal_numerics_layer_norm_cuda, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rmatmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_arange_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_bool_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cholesky_inverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clamp_min_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_cummax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_diagflat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_dstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_fft_rfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_floor_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_inner_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isfinite_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_linspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_masked_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_meshgrid_variadic_tensors_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_msort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_new_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_cross_entropy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_ctc_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_multilabel_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_pairwise_distance_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_polar_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tensor_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_tensordot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_grad_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_argwhere_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bfloat16_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_contiguous_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_corrcoef_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_dist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_frexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_igammac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_ldl_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_svd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_log_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_lu_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_min_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_multinomial_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_conv2d_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_dropout2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_embedding_bag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_max_unpool1d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_scatter_reduce_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_std_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_transpose_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvp_var_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpjvpvmap_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp__unsafe_masked_index_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_atleast_1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_block_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_conj_physical_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_diag_embed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_einsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_histc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_index_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isclose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isinf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_isneginf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_lu_factor_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_matrix_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_multi_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_logical_or_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_long_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_matmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_adaptive_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv2d_stride_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_conv_transpose3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_feature_alpha_dropout_with_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_interpolate_trilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_remainder_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_round_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_scatter_reduce_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_signal_windows_hann_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmap_NumpyTakeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_jvpvmapvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_bool_raises_argmax_cuda_bool, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_amin_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_gt_cuda_complex32, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_minimum_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_ordered_complex_raises_topk_cuda_complex64, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_expand_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_list_return_unbind_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_narrow_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_narrow_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_resolve_conj_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_select_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unfold_grad_op_jvp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_view_then_inplace_unsqueeze_grad_op_vjp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fft_irfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_fmod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_isnan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_eigvals_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_inv_ex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_linalg_vander_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_long_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_max_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_adaptive_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_resolve_conj_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_select_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signal_windows_nuttall_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_laguerre_polynomial_l_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_legendre_polynomial_p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_ndtr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_t_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_special_xlog1py_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_svd_lowrank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unflatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_T_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_any_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_as_strided_partial_views_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_constant_pad_nd_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_double_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_ifft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_le_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_eigvalsh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_linalg_pinv_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_log_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_logit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_mT_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_min_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nanquantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_channel_shuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_conv_transpose1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_gaussian_nll_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_hinge_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_exponential_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_airy_ai_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_modified_bessel_k1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_u_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_take_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_trapz_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjp_zero__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvjpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addcdiv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_addr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_atleast_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bernoulli_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bfloat16_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_bmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_gather_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_grid_sampler_2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_hsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_kthvalue_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_linalg_vector_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_masked_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_pool2d_with_indices_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_max_reduction_with_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nansum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_groups_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_grid_sample_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_hardshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_interpolate_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_max_unpool2d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_circular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_nn_functional_triplet_margin_with_distance_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_polygamma_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_quantile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_stft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmap_tril_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_CubeGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vjpvmapvmap_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ForwardHasDefaultArgsAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyExpMarkDirtyAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_SortGenVmapAutogradFunction_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ZeroGradientsGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad___getitem___functorch_cuda_float64, 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test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_argwhere_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_as_strided_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_atanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_column_stack_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_cumulative_trapezoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_dsplit_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_empty_like_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exp_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_exponential_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_fftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfft_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_hfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_irfftn_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_flatten_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_float_power_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_fmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_full_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geometric_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_geqrf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_igamma_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_inner_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_int_functorch_no_channels_last_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_isnan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_4inputs_with_extra_args_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_jiterator_binary_return_by_ref_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_cholesky_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_diagonal_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_eig_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_matrix_rank_hermitian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_log_softmax_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_not_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_logical_xor_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_mH_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_fill_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_masked_var_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_movedim_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nan_to_num_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_native_batch_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_conv2d_stride_depthwise_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_dropout_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_embedding_bag_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_fractional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_glu_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_hardtanh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_instance_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_interpolate_nearest-exact_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_max_unpool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_normalize_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_pad_circular_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_prelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_rms_norm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_scaled_dot_product_attention_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_smooth_l1_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_tanhshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_triplet_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_nn_functional_upsample_nearest_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_norm_inf_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_pinverse_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_1_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_polygamma_polygamma_n_4_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_put_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_quantile_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_real_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_renorm_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_resolve_neg_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_roll_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_round_decimals_3_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_select_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signal_windows_kaiser_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sinh_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_softmax_with_dtype_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_bessel_y0_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_chebyshev_polynomial_v_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_log_ndtr_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_polygamma_special_polygamma_n_0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_shifted_chebyshev_polynomial_w_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_spherical_bessel_j0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_special_xlog1py_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_std_unbiased_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_svd_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_take_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tan_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tan_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_tensor_split_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_topk_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_trapezoid_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_true_divide_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_true_divide_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_unique_consecutive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_vdot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_view_as_cuda_float64, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmap_autograd_grad_where_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_SelectGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___getitem___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall___rpow___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall__chunk_cat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addmm_decomposed_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_addmv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_alias_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_as_strided_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_asin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_cauchy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diagonal_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_diff_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expand_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_expand_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_flipud_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_float_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_NumpyTakeAutogradFunction_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_addcmul_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_broadcast_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_clone_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_eye_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fft_fftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_float_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_floor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_frac_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_hstack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_log10_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_logcumsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_new_full_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_embedding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_hardtanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_max_unpool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_pad_replicate_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_softshrink_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_nn_functional_threshold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_normal_in_place_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_polygamma_polygamma_n_2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_pow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_randint_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_scatter_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_signal_windows_general_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sinc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_sort_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_special_shifted_chebyshev_polynomial_v_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_to_sparse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_uniform_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_has_batch_rule_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_lerp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_cond_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_det_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_inv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_ldl_factor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_logsumexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_softmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_masked_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_min_reduction_no_dim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_minimum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_narrow_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_native_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nextafter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_avg_pool2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_stride_padding_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_conv2d_strided_padding_dilation_with_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_elu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_pad_reflect_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_rms_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softmin_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_ops_aten__new_zeros_with_same_feature_meta_functorchonly_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_put_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_rad2deg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_real_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_roll_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_short_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_special_bessel_y0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_split_list_args_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_squeeze_multiple_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unique_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsafe_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_unsqueeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_var_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpall_view_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___getitem___functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp___rmul___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_acosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_byte_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_chunk_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cosh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cov_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_no_rounding_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_div_trunc_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_empty_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_equal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ifftshift_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_ihfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fft_rfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_fmin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_full_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_gradient_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_half_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_igamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_index_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_isreal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_cholesky_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_lstsq_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_matrix_rank_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_pinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logaddexp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_logdet_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_lt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mH_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_fill_functorch_Scalar_only_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_mv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_conv3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_cosine_embedding_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_dropout3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_fractional_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_nn_functional_pad_replicate_negative_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_norm_inf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_positive_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_randint_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reciprocal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_reshape_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_resize_as__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scalar_tensor_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_searchsorted_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_short_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_blackman_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_signal_windows_hamming_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_ndtri_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_squeeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_sub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_t_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_torch_ops_aten__efficient_attention_forward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvjp_view_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_NumpyMulAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapjvpvmap_SortGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_H_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_broadcast_shapes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cdouble_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ceil_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_chalf_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_char_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_clamp_max_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cos_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_count_nonzero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_cummin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_dsplit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_erfinv_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_fftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_ifft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_MulGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__softmax_backward_data_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule__upsample_bilinear2d_aa_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_aminmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_angle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_asinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atan2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_atanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_baddbmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_bool_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cartesian_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_cholesky_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diag_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_diagonal_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_div_floor_rounding_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_expand_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_fft_irfft_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_flip_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_half_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_i0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_jiterator_unary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_matrix_power_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_norm_subgradients_at_zero_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_linalg_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log1p_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_logspace_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_lu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_amin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_masked_median_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mode_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_movedim_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_mvlgamma_mvlgamma_p_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_native_dropout_backward_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_avg_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_alpha_dropout_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_bilinear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_binary_cross_entropy_with_logits_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_conv2d_stride_padding_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_gelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_interpolate_linear_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_layer_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_logsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_max_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_mse_loss_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_multilabel_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_pixel_unshuffle_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_rrelu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nn_functional_softplus_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_nonzero_static_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_ones_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_polygamma_polygamma_n_4_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_qr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_randn_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_resize__cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rot90_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rsqrt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_rsub_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_sinh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_i1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_special_scaled_modified_bessel_k0_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_split_with_sizes_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_squeeze_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_tile_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_torch_ops_aten__safe_softmax_default_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_triangular_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_unsqueeze_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_view_as_complex_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_has_batch_rule_zeros_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_index_reduce_prod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_int_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_isin_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_2inputs_2outputs_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_jiterator_binary_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_linalg_solve_triangular_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_logspace_tensor_overload_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_lu_unpack_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_cumprod_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_log_softmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_select_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_std_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_masked_sum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_matrix_exp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_mm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nan_to_num_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanmean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nanmedian_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_narrow_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_empty_strided_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_new_ones_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_adaptive_max_pool3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_batch_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_hardswish_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_instance_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_kl_div_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_margin_ranking_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pad_constant_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_pdist_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_relu6_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_scaled_dot_product_attention_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_selu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_softsign_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_nn_functional_unfold_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_norm_fro_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ormqr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_polygamma_polygamma_n_1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_renorm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_repeat_interleave_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_reshape_as_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_round_decimals_3_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_scatter_reduce_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signal_windows_bartlett_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_signbit_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_slice_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_slice_scatter_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_entr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_special_zeta_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_std_mean_unbiased_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_sum_to_size_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_to_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_transpose_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_unsafe_split_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_var_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjp_zeros_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_NumpySortAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ScaleGradGenVmapAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___radd___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rdiv___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp___rmod___cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp__segment_reduce_offsets_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_all_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_amax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_argmax_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_atleast_3d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_char_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_clamp_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_combinations_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_digamma_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_dot_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_erfc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_hfft2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fft_irfftn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_fliplr_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_float_functorch_no_channels_last_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ge_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_gt_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_index_add_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_norm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_linalg_tensorsolve_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_log2_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_masked_cumsum_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_mvlgamma_mvlgamma_p_5_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_avg_pool1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv1d_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_conv2d_strided_padding_dilation_no_bias_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_feature_alpha_dropout_without_train_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_hardsigmoid_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_interpolate_area_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_leaky_relu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_max_unpool3d_grad_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_mse_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_soft_margin_loss_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_nn_functional_upsample_nearest_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_norm_nuc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_normal_number_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ops_aten_index_put_functorch_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_outer_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_pinverse_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_rand_like_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_randn_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_ravel_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_repeat_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_resolve_neg_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_signal_windows_general_cosine_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_softmax_with_dtype_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sparse_mm_reduce_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_sparse_sampled_addmm_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_bessel_y1_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_special_i0e_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_split_with_sizes_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_square_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_tanh_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_triu_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_trunc_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unbind_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_unfold_copy_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvjp_var_mean_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyCubeNotComposableAutogradFunction_cuda_float32, test/functorch/test_ops.py::TestOperatorsCUDA::test_vmapvjpvmap_NumpyMulAutogradFunction_cuda_float32 2025-08-15T00:09:36.4656608Z 2025-08-15T00:09:41.4178010Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:09:41.4179751Z import pkg_resources 2025-08-15T00:09:41.9080403Z Running test_prims 1/1 ... [2025-08-15 00:09:41.907584] 2025-08-15T00:09:41.9080902Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:09:41.9085573Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'test_prims.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:09:41.908110] 2025-08-15T00:09:49.5383204Z 2025-08-15T00:09:49.5384894Z test_prims 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_prims_1.1_bedf9e8d3d60f515_.log 2025-08-15T00:09:49.5392945Z Running 24 items in this shard: test/test_prims.py::TestPrimsBasic::test_check_deprecation_warning, test/test_prims.py::TestPrimsBasic::test_clone_complex, test/test_prims.py::TestPrimsBasic::test_mul_complex, test/test_prims.py::TestPrimsBasic::test_torch_ops, test/test_prims.py::TestPrimsCUDA::test_aten_overload_to_prims_cuda, test/test_prims.py::TestPrimsCUDA::test_broadcast_in_dim_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_broadcast_in_dim_sum_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_cbrt_prim_cuda_float64, test/test_prims.py::TestPrimsCUDA::test_cbrt_prim_cuda_int64, test/test_prims.py::TestPrimsCUDA::test_collapse_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_functional_rng_wrappers_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_memory_format_strides_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_philox_rand_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_reshape_view_method_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_var_correction_0_cuda_float32, test/test_prims.py::TestPrimsCUDA::test_var_correction_1_cuda_float32, test/test_prims.py::TestRefsCUDA::test_constant_pad_nd_memory_format_cuda_float32, test/test_prims.py::TestRefsCUDA::test_inferred_tags_cuda, test/test_prims.py::TestRefsCUDA::test_infinite_loop_from_py_dispatcher_cuda, test/test_prims.py::TestRefsCUDA::test_linspace_with_complex_input_cuda, test/test_prims.py::TestRefsCUDA::test_logspace_with_complex_input_cuda, test/test_prims.py::TestRefsCUDA::test_unbind_cuda, test/test_prims.py::TestDecompCUDA::test_decomposition_method_vararg_ones_cuda_float32, test/test_prims.py::TestDecompCUDA::test_decomposition_method_vararg_permute_cuda_float32 2025-08-15T00:09:49.5400989Z 2025-08-15T00:09:54.5874544Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:09:54.5876401Z import pkg_resources 2025-08-15T00:09:55.1301798Z Running profiler/test_python_tracer 1/1 ... [2025-08-15 00:09:55.129672] 2025-08-15T00:09:55.1302403Z SCRIBE_GRAPHQL_ACCESS_TOKEN is set 2025-08-15T00:09:55.1305969Z Executing ['/opt/conda/envs/py_3.10/bin/python', '-bb', 'profiler/test_python_tracer.py', '-m', 'not serial', '--shard-id=1', '--num-shards=1', '-v', '-vv', '-rfEX', '-p', 'no:xdist', '--use-pytest', '-x', '--reruns=2', '--import-slow-tests', '--import-disabled-tests'] ... [2025-08-15 00:09:55.130193] 2025-08-15T00:09:58.1195844Z 2025-08-15T00:09:58.1197590Z test_functional_autograd_benchmark 1/1 was successful, full logs can be found in artifacts with path test/test-reports/test_functional_autograd_benchmark_1.1_64f698ace3a4c26f_.log 2025-08-15T00:09:58.1199564Z Running 2 items in this shard: test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_fast_tasks, test/test_functional_autograd_benchmark.py::TestFunctionalAutogradBenchmark::test_slow_tasks 2025-08-15T00:09:58.1200663Z 2025-08-15T00:10:03.1040962Z /opt/conda/envs/py_3.10/lib/python3.10/site-packages/hypothesis/entry_points.py:23: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. 2025-08-15T00:10:03.1042777Z import pkg_resources 2025-08-15T00:10:05.2658302Z 2025-08-15T00:10:05.2659552Z 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_b8bf82ea28e5903a_.log 2025-08-15T00:10:05.2662584Z 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 2025-08-15T00:10:05.2664458Z 2025-08-15T00:10:06.1716485Z Running test batch 'tests to run' cost 9297.82 seconds 2025-08-15T00:10:07.0212573Z 2025-08-15T00:10:07.0213470Z real 155m7.007s 2025-08-15T00:10:07.0214126Z user 282m32.435s 2025-08-15T00:10:07.0214707Z sys 31m27.213s 2025-08-15T00:10:07.0215277Z + assert_git_not_dirty 2025-08-15T00:10:07.0216005Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *rocm* ]] 2025-08-15T00:10:07.0217415Z + [[ linux-jammy-cuda12.4-py3.10-gcc11 != *xla* ]] 2025-08-15T00:10:07.0222560Z ++ git status --porcelain 2025-08-15T00:10:07.0225649Z ++ grep -v '?? third_party' 2025-08-15T00:10:11.9485099Z ++ true 2025-08-15T00:10:11.9486525Z + git_status= 2025-08-15T00:10:11.9486836Z + [[ -n '' ]] 2025-08-15T00:10:11.9489145Z + sccache_epilogue 2025-08-15T00:10:11.9489712Z + echo '::group::Sccache Compilation Log' 2025-08-15T00:10:11.9490479Z ##[group]Sccache Compilation Log 2025-08-15T00:10:11.9490947Z + echo '=================== sccache compilation log ===================' 2025-08-15T00:10:11.9491446Z =================== sccache compilation log =================== 2025-08-15T00:10:11.9492209Z + python /var/lib/jenkins/workspace/.ci/pytorch/print_sccache_log.py /var/lib/jenkins/sccache_error.log 2025-08-15T00:10:11.9669797Z + echo '=========== If your build fails, please take a look at the log above for possible reasons ===========' 2025-08-15T00:10:11.9670683Z =========== If your build fails, please take a look at the log above for possible reasons =========== 2025-08-15T00:10:11.9671265Z + sccache --show-stats 2025-08-15T00:10:11.9710741Z Compile requests 3255 2025-08-15T00:10:11.9711213Z Compile requests executed 95 2025-08-15T00:10:11.9711870Z Cache hits 39 2025-08-15T00:10:11.9712356Z Cache hits (C/C++) 39 2025-08-15T00:10:11.9712754Z Cache misses 56 2025-08-15T00:10:11.9713161Z Cache misses (C/C++) 56 2025-08-15T00:10:11.9713627Z Cache hits rate 41.05 % 2025-08-15T00:10:11.9714364Z Cache hits rate (C/C++) 41.05 % 2025-08-15T00:10:11.9714791Z Cache timeouts 0 2025-08-15T00:10:11.9715434Z Cache read errors 0 2025-08-15T00:10:11.9716097Z Forced recaches 0 2025-08-15T00:10:11.9716887Z Cache write errors 0 2025-08-15T00:10:11.9717536Z Cache errors 0 2025-08-15T00:10:11.9717924Z Compilations 56 2025-08-15T00:10:11.9718331Z Compilation failures 0 2025-08-15T00:10:11.9718755Z Non-cacheable compilations 0 2025-08-15T00:10:11.9719305Z Non-cacheable calls 70 2025-08-15T00:10:11.9719752Z Non-compilation calls 3090 2025-08-15T00:10:11.9720182Z Unsupported compiler calls 0 2025-08-15T00:10:11.9720583Z Average cache write 0.057 s 2025-08-15T00:10:11.9721004Z Average compiler 14.693 s 2025-08-15T00:10:11.9721421Z Average cache read hit 0.034 s 2025-08-15T00:10:11.9721832Z Failed distributed compilations 0 2025-08-15T00:10:11.9722131Z 2025-08-15T00:10:11.9722270Z Non-cacheable reasons: 2025-08-15T00:10:11.9722609Z -E 49 2025-08-15T00:10:11.9723017Z unknown source language 21 2025-08-15T00:10:11.9723284Z 2025-08-15T00:10:11.9723591Z Cache location s3, name: ossci-compiler-cache-circleci-v2, prefix: / 2025-08-15T00:10:11.9724156Z Version (client) 0.10.0 2025-08-15T00:10:11.9724569Z + sccache --stop-server 2025-08-15T00:10:11.9742255Z Stopping sccache server... 2025-08-15T00:10:11.9746991Z Compile requests 3255 2025-08-15T00:10:11.9747534Z Compile requests executed 95 2025-08-15T00:10:11.9747955Z Cache hits 39 2025-08-15T00:10:11.9748327Z Cache hits (C/C++) 39 2025-08-15T00:10:11.9748719Z Cache misses 56 2025-08-15T00:10:11.9749111Z Cache misses (C/C++) 56 2025-08-15T00:10:11.9749495Z Cache hits rate 41.05 % 2025-08-15T00:10:11.9750025Z Cache hits rate (C/C++) 41.05 % 2025-08-15T00:10:11.9750708Z Cache timeouts 0 2025-08-15T00:10:11.9751480Z Cache read errors 0 2025-08-15T00:10:11.9752137Z Forced recaches 0 2025-08-15T00:10:11.9752759Z Cache write errors 0 2025-08-15T00:10:11.9753156Z Cache errors 0 2025-08-15T00:10:11.9753535Z Compilations 56 2025-08-15T00:10:11.9753948Z Compilation failures 0 2025-08-15T00:10:11.9754376Z Non-cacheable compilations 0 2025-08-15T00:10:11.9754779Z Non-cacheable calls 70 2025-08-15T00:10:11.9755188Z Non-compilation calls 3090 2025-08-15T00:10:11.9755607Z Unsupported compiler calls 0 2025-08-15T00:10:11.9756007Z Average cache write 0.057 s 2025-08-15T00:10:11.9756425Z Average compiler 14.693 s 2025-08-15T00:10:11.9756841Z Average cache read hit 0.034 s 2025-08-15T00:10:11.9757247Z Failed distributed compilations 0 2025-08-15T00:10:11.9757544Z 2025-08-15T00:10:11.9757681Z Non-cacheable reasons: 2025-08-15T00:10:11.9758017Z -E 49 2025-08-15T00:10:11.9758431Z unknown source language 21 2025-08-15T00:10:11.9758700Z 2025-08-15T00:10:11.9758999Z Cache location s3, name: ossci-compiler-cache-circleci-v2, prefix: / 2025-08-15T00:10:11.9759568Z Version (client) 0.10.0 2025-08-15T00:10:11.9759994Z + echo ::endgroup:: 2025-08-15T00:10:11.9760675Z ##[endgroup] 2025-08-15T00:10:11.9761049Z + cleanup_workspace 2025-08-15T00:10:11.9761643Z + echo 'sudo may print the following warning message that can be ignored. The chown command will still run.' 2025-08-15T00:10:11.9762579Z sudo may print the following warning message that can be ignored. The chown command will still run. 2025-08-15T00:10:11.9763334Z + echo ' sudo: setrlimit(RLIMIT_STACK): Operation not permitted' 2025-08-15T00:10:11.9763888Z sudo: setrlimit(RLIMIT_STACK): Operation not permitted 2025-08-15T00:10:11.9764555Z + echo 'For more details refer to https://github.com/sudo-project/sudo/issues/42' 2025-08-15T00:10:11.9765289Z For more details refer to https://github.com/sudo-project/sudo/issues/42 2025-08-15T00:10:11.9765881Z + sudo chown -R 1000 /var/lib/jenkins/workspace 2025-08-15T00:10:12.9017253Z ##[group]Run pytorch/test-infra/.github/actions/upload-benchmark-results@main 2025-08-15T00:10:12.9017896Z with: 2025-08-15T00:10:12.9018234Z benchmark-results-dir: test/test-reports 2025-08-15T00:10:12.9018653Z dry-run: false 2025-08-15T00:10:12.9018967Z schema-version: v3 2025-08-15T00:10:12.9019537Z github-token: *** 2025-08-15T00:10:12.9019856Z env: 2025-08-15T00:10:12.9020120Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:10:12.9020560Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:10:12.9021227Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:10:12.9021831Z ##[endgroup] 2025-08-15T00:10:12.9044535Z ##[group]Run set -eux 2025-08-15T00:10:12.9044902Z set -eux 2025-08-15T00:10:12.9045367Z python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-08-15T00:10:12.9045907Z  2025-08-15T00:10:12.9046195Z DEVICE_NAME="" 2025-08-15T00:10:12.9046579Z DEVICE_TYPE="" 2025-08-15T00:10:12.9046891Z  2025-08-15T00:10:12.9047200Z if command -v nvidia-smi; then 2025-08-15T00:10:12.9047763Z  # NB: I'm using PyTorch here to get the device name, however, it needs to 2025-08-15T00:10:12.9048474Z  # install the correct version of PyTorch manually for now. Any PyTorch 2025-08-15T00:10:12.9049116Z  # version is fine, I just use 2.7.1 to satify PYPIDEP linter 2025-08-15T00:10:12.9049648Z  python3 -mpip install torch==2.7.1 2025-08-15T00:10:12.9050091Z elif command -v rocminfo; then 2025-08-15T00:10:12.9050622Z  # NB: Installing torch on ROCm runner with pip here causes CI to fail 2025-08-15T00:10:12.9051303Z  # with a memoryview is too large error only on MI300 runners. Is pip 2025-08-15T00:10:12.9051993Z  # version on ROCm runner there too old? As a workaround, let's use the 2025-08-15T00:10:12.9052769Z  # GPU device name coming from rocminfo instead 2025-08-15T00:10:12.9053216Z  DEVICE_NAME=rocm 2025-08-15T00:10:12.9053812Z  DEVICE_TYPE=$(rocminfo | grep "Marketing Name" | tail -n1 | awk -F':' '{print $2}' | xargs) 2025-08-15T00:10:12.9054422Z fi 2025-08-15T00:10:12.9054715Z  2025-08-15T00:10:12.9055047Z echo "DEVICE_NAME=$DEVICE_NAME" >> $GITHUB_ENV 2025-08-15T00:10:12.9055562Z echo "DEVICE_TYPE=$DEVICE_TYPE" >> $GITHUB_ENV 2025-08-15T00:10:12.9067782Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:10:12.9068243Z env: 2025-08-15T00:10:12.9068542Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:10:12.9068971Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:10:12.9069624Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:10:12.9070236Z ##[endgroup] 2025-08-15T00:10:12.9109081Z + python3 -mpip install boto3==1.35.33 psutil==7.0.0 pynvml==12.0.0 2025-08-15T00:10:13.2427937Z Defaulting to user installation because normal site-packages is not writeable 2025-08-15T00:10:14.7297089Z Collecting boto3==1.35.33 2025-08-15T00:10:14.7518768Z Downloading boto3-1.35.33-py3-none-any.whl (139 kB) 2025-08-15T00:10:15.1626970Z Collecting psutil==7.0.0 2025-08-15T00:10:15.1671764Z Downloading psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (277 kB) 2025-08-15T00:10:15.2064610Z Collecting pynvml==12.0.0 2025-08-15T00:10:15.2106775Z Downloading pynvml-12.0.0-py3-none-any.whl (26 kB) 2025-08-15T00:10:16.8684906Z Collecting botocore<1.36.0,>=1.35.33 2025-08-15T00:10:16.8728382Z Downloading botocore-1.35.99-py3-none-any.whl (13.3 MB) 2025-08-15T00:10:17.1017664Z Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /usr/lib/python3.9/site-packages (from boto3==1.35.33) (0.10.0) 2025-08-15T00:10:17.1547973Z Collecting s3transfer<0.11.0,>=0.10.0 2025-08-15T00:10:17.1596125Z Downloading s3transfer-0.10.4-py3-none-any.whl (83 kB) 2025-08-15T00:10:17.2253249Z Collecting nvidia-ml-py<13.0.0a0,>=12.0.0 2025-08-15T00:10:17.2296243Z Downloading nvidia_ml_py-12.575.51-py3-none-any.whl (47 kB) 2025-08-15T00:10:17.2410761Z Requirement already satisfied: python-dateutil<3.0.0,>=2.1 in /usr/lib/python3.9/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (2.8.1) 2025-08-15T00:10:17.2426766Z Requirement already satisfied: urllib3<1.27,>=1.25.4 in /usr/lib/python3.9/site-packages (from botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.25.10) 2025-08-15T00:10:17.5307535Z Requirement already satisfied: six>=1.5 in /usr/lib/python3.9/site-packages (from python-dateutil<3.0.0,>=2.1->botocore<1.36.0,>=1.35.33->boto3==1.35.33) (1.15.0) 2025-08-15T00:10:17.7117253Z Installing collected packages: botocore, s3transfer, nvidia-ml-py, pynvml, psutil, boto3 2025-08-15T00:10:18.4705748Z Attempting uninstall: nvidia-ml-py 2025-08-15T00:10:18.4707947Z Found existing installation: nvidia-ml-py 11.525.84 2025-08-15T00:10:18.4726825Z Uninstalling nvidia-ml-py-11.525.84: 2025-08-15T00:10:18.5010215Z Successfully uninstalled nvidia-ml-py-11.525.84 2025-08-15T00:10:18.5762174Z Attempting uninstall: psutil 2025-08-15T00:10:18.5763274Z Found existing installation: psutil 5.9.8 2025-08-15T00:10:18.5862761Z Uninstalling psutil-5.9.8: 2025-08-15T00:10:18.5871858Z Successfully uninstalled psutil-5.9.8 2025-08-15T00:10:18.8126333Z Successfully installed boto3-1.35.33 botocore-1.35.99 nvidia-ml-py-12.575.51 psutil-7.0.0 pynvml-12.0.0 s3transfer-0.10.4 2025-08-15T00:10:18.9157939Z + DEVICE_NAME= 2025-08-15T00:10:18.9158542Z + DEVICE_TYPE= 2025-08-15T00:10:18.9159070Z + command -v nvidia-smi 2025-08-15T00:10:18.9159508Z + python3 -mpip install torch==2.7.1 2025-08-15T00:10:18.9159906Z /usr/bin/nvidia-smi 2025-08-15T00:10:19.2457431Z Defaulting to user installation because normal site-packages is not writeable 2025-08-15T00:10:19.5850759Z Collecting torch==2.7.1 2025-08-15T00:10:19.6068260Z Downloading torch-2.7.1-cp39-cp39-manylinux_2_28_x86_64.whl (821.1 MB) 2025-08-15T00:10:36.0481935Z Collecting nvidia-nvtx-cu12==12.6.77 2025-08-15T00:10:36.0525691Z Downloading nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (89 kB) 2025-08-15T00:10:36.1013914Z Collecting nvidia-cudnn-cu12==9.5.1.17 2025-08-15T00:10:36.1078963Z Downloading nvidia_cudnn_cu12-9.5.1.17-py3-none-manylinux_2_28_x86_64.whl (571.0 MB) 2025-08-15T00:10:47.0537725Z Collecting nvidia-cusolver-cu12==11.7.1.2 2025-08-15T00:10:47.0609232Z Downloading nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (158.2 MB) 2025-08-15T00:10:49.4567659Z Collecting nvidia-cufft-cu12==11.3.0.4 2025-08-15T00:10:49.4606424Z Downloading nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (200.2 MB) 2025-08-15T00:10:52.7241293Z Collecting sympy>=1.13.3 2025-08-15T00:10:52.7281108Z Downloading sympy-1.14.0-py3-none-any.whl (6.3 MB) 2025-08-15T00:10:52.8792752Z Collecting nvidia-cuda-runtime-cu12==12.6.77 2025-08-15T00:10:52.8869159Z Downloading nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (897 kB) 2025-08-15T00:10:52.9502395Z Collecting triton==3.3.1 2025-08-15T00:10:52.9576928Z Downloading triton-3.3.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (155.6 MB) 2025-08-15T00:10:55.2724245Z Requirement already satisfied: jinja2 in /usr/lib/python3.9/site-packages (from torch==2.7.1) (2.11.3) 2025-08-15T00:10:55.3106477Z Collecting nvidia-cuda-cupti-cu12==12.6.80 2025-08-15T00:10:55.3149191Z Downloading nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (8.9 MB) 2025-08-15T00:10:55.4868064Z Collecting nvidia-curand-cu12==10.3.7.77 2025-08-15T00:10:55.4941378Z Downloading nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (56.3 MB) 2025-08-15T00:10:56.3515039Z Collecting nvidia-cusparselt-cu12==0.6.3 2025-08-15T00:10:56.3558048Z Downloading nvidia_cusparselt_cu12-0.6.3-py3-none-manylinux2014_x86_64.whl (156.8 MB) 2025-08-15T00:10:58.6584625Z Collecting nvidia-cufile-cu12==1.11.1.6 2025-08-15T00:10:58.6625927Z Downloading nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (1.1 MB) 2025-08-15T00:10:58.7277472Z Collecting nvidia-nvjitlink-cu12==12.6.85 2025-08-15T00:10:58.7348366Z Downloading nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl (19.7 MB) 2025-08-15T00:10:59.1079616Z Collecting networkx 2025-08-15T00:10:59.1116546Z Downloading networkx-3.2.1-py3-none-any.whl (1.6 MB) 2025-08-15T00:10:59.1801240Z Collecting nvidia-cuda-nvrtc-cu12==12.6.77 2025-08-15T00:10:59.1839882Z Downloading nvidia_cuda_nvrtc_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl (23.7 MB) 2025-08-15T00:10:59.6185270Z Collecting filelock 2025-08-15T00:10:59.6224925Z Downloading filelock-3.19.1-py3-none-any.whl (15 kB) 2025-08-15T00:10:59.6267192Z Requirement already satisfied: typing-extensions>=4.10.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from torch==2.7.1) (4.14.1) 2025-08-15T00:10:59.6659930Z Collecting nvidia-cusparse-cu12==12.5.4.2 2025-08-15T00:10:59.6726297Z Downloading nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (216.6 MB) 2025-08-15T00:11:03.2287781Z Collecting nvidia-nccl-cu12==2.26.2 2025-08-15T00:11:03.2329945Z Downloading nvidia_nccl_cu12-2.26.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (201.3 MB) 2025-08-15T00:11:06.5126890Z Collecting fsspec 2025-08-15T00:11:06.5166360Z Downloading fsspec-2025.7.0-py3-none-any.whl (199 kB) 2025-08-15T00:11:06.5747666Z Collecting nvidia-cublas-cu12==12.6.4.1 2025-08-15T00:11:06.5788482Z Downloading nvidia_cublas_cu12-12.6.4.1-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (393.1 MB) 2025-08-15T00:11:13.7934840Z Requirement already satisfied: setuptools>=40.8.0 in /usr/lib/python3.9/site-packages (from triton==3.3.1->torch==2.7.1) (59.6.0) 2025-08-15T00:11:13.8309206Z Collecting mpmath<1.4,>=1.1.0 2025-08-15T00:11:13.8348420Z Downloading mpmath-1.3.0-py3-none-any.whl (536 kB) 2025-08-15T00:11:13.9685010Z Requirement already satisfied: MarkupSafe>=0.23 in /usr/lib64/python3.9/site-packages (from jinja2->torch==2.7.1) (1.1.1) 2025-08-15T00:11:14.4668783Z Installing collected packages: nvidia-nvjitlink-cu12, nvidia-cusparse-cu12, nvidia-cublas-cu12, mpmath, triton, sympy, nvidia-nvtx-cu12, nvidia-nccl-cu12, nvidia-cusparselt-cu12, nvidia-cusolver-cu12, nvidia-curand-cu12, nvidia-cufile-cu12, nvidia-cufft-cu12, nvidia-cudnn-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, networkx, fsspec, filelock, torch 2025-08-15T00:11:25.7475599Z WARNING: The scripts proton and proton-viewer are installed in '/home/ec2-user/.local/bin' which is not on PATH. 2025-08-15T00:11:25.7476694Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-08-15T00:11:31.3685085Z WARNING: The script isympy is installed in '/home/ec2-user/.local/bin' which is not on PATH. 2025-08-15T00:11:31.3686122Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-08-15T00:12:10.4167004Z WARNING: The scripts torchfrtrace and torchrun are installed in '/home/ec2-user/.local/bin' which is not on PATH. 2025-08-15T00:12:10.4168418Z Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location. 2025-08-15T00:12:10.6646687Z Successfully installed filelock-3.19.1 fsspec-2025.7.0 mpmath-1.3.0 networkx-3.2.1 nvidia-cublas-cu12-12.6.4.1 nvidia-cuda-cupti-cu12-12.6.80 nvidia-cuda-nvrtc-cu12-12.6.77 nvidia-cuda-runtime-cu12-12.6.77 nvidia-cudnn-cu12-9.5.1.17 nvidia-cufft-cu12-11.3.0.4 nvidia-cufile-cu12-1.11.1.6 nvidia-curand-cu12-10.3.7.77 nvidia-cusolver-cu12-11.7.1.2 nvidia-cusparse-cu12-12.5.4.2 nvidia-cusparselt-cu12-0.6.3 nvidia-nccl-cu12-2.26.2 nvidia-nvjitlink-cu12-12.6.85 nvidia-nvtx-cu12-12.6.77 sympy-1.14.0 torch-2.7.1 triton-3.3.1 2025-08-15T00:12:11.0763253Z + echo DEVICE_NAME= 2025-08-15T00:12:11.0763668Z + echo DEVICE_TYPE= 2025-08-15T00:12:11.0802598Z ##[group]Run set -eux 2025-08-15T00:12:11.0802955Z set -eux 2025-08-15T00:12:11.0803234Z  2025-08-15T00:12:11.0803558Z if [[ -z "${GITHUB_TOKEN}" ]]; then 2025-08-15T00:12:11.0804032Z  echo "Missing github-token input" 2025-08-15T00:12:11.0804448Z  exit 1 2025-08-15T00:12:11.0804740Z fi 2025-08-15T00:12:11.0815923Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:11.0816409Z env: 2025-08-15T00:12:11.0816696Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:11.0817221Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:11.0817897Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:11.0818521Z DEVICE_NAME: 2025-08-15T00:12:11.0818816Z DEVICE_TYPE: 2025-08-15T00:12:11.0819342Z GITHUB_TOKEN: *** 2025-08-15T00:12:11.0819666Z ##[endgroup] 2025-08-15T00:12:11.0855601Z + [[ -z *** ]] 2025-08-15T00:12:11.1057239Z ##[group]Run pytorch/test-infra/.github/actions/get-workflow-job-id@main 2025-08-15T00:12:11.1057778Z with: 2025-08-15T00:12:11.1058230Z github-token: *** 2025-08-15T00:12:11.1058537Z env: 2025-08-15T00:12:11.1058818Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:11.1059240Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:11.1059895Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:11.1060495Z DEVICE_NAME: 2025-08-15T00:12:11.1060790Z DEVICE_TYPE: 2025-08-15T00:12:11.1061064Z ##[endgroup] 2025-08-15T00:12:11.1339075Z ##[group]Run set -eux 2025-08-15T00:12:11.1339484Z set -eux 2025-08-15T00:12:11.1339768Z  2025-08-15T00:12:11.1340398Z python3 "${GITHUB_ACTION_PATH}/../../scripts/get_workflow_job_id.py" "${GITHUB_RUN_ID}" "${RUNNER_NAME}" 2025-08-15T00:12:11.1347755Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:11.1348231Z env: 2025-08-15T00:12:11.1348521Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:11.1348925Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:11.1349593Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:11.1350193Z DEVICE_NAME: 2025-08-15T00:12:11.1350577Z DEVICE_TYPE: 2025-08-15T00:12:11.1351033Z GITHUB_TOKEN: *** 2025-08-15T00:12:11.1351348Z ##[endgroup] 2025-08-15T00:12:11.1383493Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/get-workflow-job-id/../../scripts/get_workflow_job_id.py 16976370303 i-00a742bcce90b8184 2025-08-15T00:12:12.6132502Z setting job-id=48128232235 2025-08-15T00:12:12.6133317Z setting job-name=linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-15T00:12:12.6279203Z ##[group]Run set -eux 2025-08-15T00:12:12.6279560Z set -eux 2025-08-15T00:12:12.6279886Z  2025-08-15T00:12:12.6280371Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_metadata.py" \ 2025-08-15T00:12:12.6280991Z  --schema-version "${SCHEMA_VERSION}" \ 2025-08-15T00:12:12.6281435Z  --repo "${REPO}" \ 2025-08-15T00:12:12.6281998Z  --head-branch "${HEAD_BRANCH}" \ 2025-08-15T00:12:12.6282419Z  --head-sha "${HEAD_SHA}" \ 2025-08-15T00:12:12.6282827Z  --workflow-id "${WORKFLOW_RUN_ID}" \ 2025-08-15T00:12:12.6283278Z  --run-attempt "${RUN_ATTEMPT}" \ 2025-08-15T00:12:12.6283696Z  --job-id "${JOB_ID}" \ 2025-08-15T00:12:12.6284060Z  --job-name "${JOB_NAME}" 2025-08-15T00:12:12.6291579Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:12.6292047Z env: 2025-08-15T00:12:12.6292311Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:12.6292744Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:12.6293622Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:12.6294243Z DEVICE_NAME: 2025-08-15T00:12:12.6294522Z DEVICE_TYPE: 2025-08-15T00:12:12.6294818Z SCHEMA_VERSION: v3 2025-08-15T00:12:12.6295147Z REPO: pytorch/pytorch 2025-08-15T00:12:12.6295476Z HEAD_BRANCH: refs/heads/main 2025-08-15T00:12:12.6295886Z HEAD_SHA: 1fc683cf17c8c673044538d10266c00f92987be2 2025-08-15T00:12:12.6296322Z WORKFLOW_RUN_ID: 16976370303 2025-08-15T00:12:12.6296650Z RUN_ATTEMPT: 1 2025-08-15T00:12:12.6296941Z JOB_ID: 48128232235 2025-08-15T00:12:12.6297561Z JOB_NAME: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-15T00:12:12.6298240Z ##[endgroup] 2025-08-15T00:12:12.6339936Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_metadata.py --schema-version v3 --repo pytorch/pytorch --head-branch refs/heads/main --head-sha 1fc683cf17c8c673044538d10266c00f92987be2 --workflow-id 16976370303 --run-attempt 1 --job-id 48128232235 --job-name 'linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)' 2025-08-15T00:12:12.7044027Z ##[group]Run set -eux 2025-08-15T00:12:12.7044389Z set -eux 2025-08-15T00:12:12.7044686Z  2025-08-15T00:12:12.7045154Z python3 "${GITHUB_ACTION_PATH}/../../scripts/benchmarks/gather_runners_info.py" 2025-08-15T00:12:12.7052159Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:12.7052634Z env: 2025-08-15T00:12:12.7052904Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:12.7053329Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:12.7053996Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:12.7054753Z DEVICE_NAME: 2025-08-15T00:12:12.7055032Z DEVICE_TYPE: 2025-08-15T00:12:12.7055344Z ##[endgroup] 2025-08-15T00:12:12.7086982Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/benchmarks/gather_runners_info.py 2025-08-15T00:12:13.9268087Z /home/ec2-user/.local/lib/python3.9/site-packages/torch/_subclasses/functional_tensor.py:276: UserWarning: Failed to initialize NumPy: No module named 'numpy' (Triggered internally at /pytorch/torch/csrc/utils/tensor_numpy.cpp:81.) 2025-08-15T00:12:13.9269560Z cpu = _conversion_method_template(device=torch.device("cpu")) 2025-08-15T00:12:16.4301181Z ##[group]Run set -eux 2025-08-15T00:12:16.4301539Z set -eux 2025-08-15T00:12:16.4301841Z  2025-08-15T00:12:16.4302153Z # TODO (huydhn): Implement this part 2025-08-15T00:12:16.4302635Z echo "dependencies={}" >> "${GITHUB_OUTPUT}" 2025-08-15T00:12:16.4310073Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:16.4310543Z env: 2025-08-15T00:12:16.4310836Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:16.4311278Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:16.4311952Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:16.4312532Z DEVICE_NAME: 2025-08-15T00:12:16.4312825Z DEVICE_TYPE: 2025-08-15T00:12:16.4313268Z ##[endgroup] 2025-08-15T00:12:16.4346286Z + echo 'dependencies={}' 2025-08-15T00:12:16.4555861Z ##[group]Run set -eux 2025-08-15T00:12:16.4556218Z set -eux 2025-08-15T00:12:16.4556509Z  2025-08-15T00:12:16.4556829Z if [[ ! -d "${BENCHMARK_RESULTS_DIR}" ]]; then 2025-08-15T00:12:16.4557371Z  echo "${BENCHMARK_RESULTS_DIR} does not exist, skipping" 2025-08-15T00:12:16.4557965Z  # We don't want the job to fail if the directory doesn't exist 2025-08-15T00:12:16.4558448Z  exit 0 2025-08-15T00:12:16.4558722Z fi 2025-08-15T00:12:16.4559008Z  2025-08-15T00:12:16.4559318Z if [[ "${DRY_RUN}" == "true" ]]; then 2025-08-15T00:12:16.4560117Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-08-15T00:12:16.4560819Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-08-15T00:12:16.4561347Z  --metadata "${BENCHMARK_METADATA}" \ 2025-08-15T00:12:16.4561798Z  --runners "${RUNNER_INFO}" \ 2025-08-15T00:12:16.4562216Z  --dependencies "${DEPENDENCIES}" \ 2025-08-15T00:12:16.4562639Z  --dry-run 2025-08-15T00:12:16.4562961Z else 2025-08-15T00:12:16.4563413Z  python3 "${GITHUB_ACTION_PATH}/../../scripts/upload_benchmark_results.py" \ 2025-08-15T00:12:16.4564080Z  --benchmark-results-dir "${BENCHMARK_RESULTS_DIR}" \ 2025-08-15T00:12:16.4564605Z  --metadata "${BENCHMARK_METADATA}" \ 2025-08-15T00:12:16.4565029Z  --runners "${RUNNER_INFO}" \ 2025-08-15T00:12:16.4565467Z  --dependencies "${DEPENDENCIES}" 2025-08-15T00:12:16.4565871Z fi 2025-08-15T00:12:16.4572321Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:16.4572792Z env: 2025-08-15T00:12:16.4573076Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:16.4573479Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:16.4574154Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:16.4574751Z DEVICE_NAME: 2025-08-15T00:12:16.4575044Z DEVICE_TYPE: 2025-08-15T00:12:16.4575356Z BENCHMARK_RESULTS_DIR: test/test-reports 2025-08-15T00:12:16.4575749Z DRY_RUN: false 2025-08-15T00:12:16.4577338Z BENCHMARK_METADATA: {"timestamp": 1755216732, "schema_version": "v3", "name": "linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "1fc683cf17c8c673044538d10266c00f92987be2", "workflow_id": 16976370303, "run_attempt": 1, "job_id": 48128232235} 2025-08-15T00:12:16.4579708Z RUNNER_INFO: [{"cpu_info": "x86_64", "cpu_count": 16, "avail_mem_in_gb": 119, "extra_info": {"hostname": "ip-10-0-59-139.ec2.internal"}, "name": "cuda", "type": "Tesla M60", "gpu_count": 1, "avail_gpu_mem_in_gb": 7}] 2025-08-15T00:12:16.4580648Z DEPENDENCIES: {} 2025-08-15T00:12:16.4580939Z ##[endgroup] 2025-08-15T00:12:16.4609818Z + [[ ! -d test/test-reports ]] 2025-08-15T00:12:16.4610185Z + [[ false == \t\r\u\e ]] 2025-08-15T00:12:16.4613585Z + python3 /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py --benchmark-results-dir test/test-reports --metadata '{"timestamp": 1755216732, "schema_version": "v3", "name": "linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)", "repo": "pytorch/pytorch", "head_branch": "refs/heads/main", "head_sha": "1fc683cf17c8c673044538d10266c00f92987be2", "workflow_id": 16976370303, "run_attempt": 1, "job_id": 48128232235}' --runners '[{"cpu_info": "x86_64", "cpu_count": 16, "avail_mem_in_gb": 119, "extra_info": {"hostname": "ip-10-0-59-139.ec2.internal"}, "name": "cuda", "type": "Tesla M60", "gpu_count": 1, "avail_gpu_mem_in_gb": 7}]' --dependencies '{}' 2025-08-15T00:12:16.6968808Z /home/ec2-user/actions-runner/_work/_actions/pytorch/test-infra/main/.github/actions/upload-benchmark-results/../../scripts/upload_benchmark_results.py:236: UserWarning: {'included': [{'test_file': 'inductor/test_pattern_matcher'}, {'test_file': 'inductor/test_extension_backend'}, {'test_file': 'inductor/test_compiled_optimizers'}, {'test_file': 'dynamo/test_backends'}, {'test_file': 'dynamo/test_logging'}, {'test_file': 'inductor/test_triton_kernels'}, {'test_file': 'inductor/test_benchmark_fusion'}, {'test_file': 'inductor/test_inplace_padding'}, {'test_file': 'inductor/test_memory'}, {'test_file': 'inductor/test_analysis'}, {'test_file': 'inductor/test_aot_inductor_package'}, {'test_file': 'inductor/test_codecache'}, {'test_file': 'dynamo/test_utils'}, {'test_file': 'inductor/test_inductor_scheduler'}, {'test_file': 'dynamo/test_trace_rules'}, {'test_file': 'dynamo/test_precompile_context'}, {'test_file': 'test_ci_sanity_check_fail'}, {'test_file': 'inductor/test_aot_inductor'}, {'test_file': 'test_type_hints'}, {'test_file': 'functorch/test_dims'}, {'test_file': 'test_numba_integration'}, {'test_file': 'test_public_bindings'}, {'test_file': 'test_autograd'}, {'test_file': 'test_overrides'}, {'test_file': 'test_sparse'}, {'test_file': 'inductor/test_torchinductor'}, {'test_file': 'doctests'}, {'test_file': 'inductor/test_max_autotune'}, {'test_file': 'inductor/test_torchinductor_dynamic_shapes'}, {'test_file': 'inductor/test_torchinductor_codegen_dynamic_shapes'}, {'test_file': 'inductor/test_torchinductor_opinfo'}, {'test_file': 'inductor/test_cpu_repro'}, {'test_file': 'inductor/test_cuda_repro'}, {'test_file': 'inductor/test_kernel_benchmark'}, {'test_file': 'inductor/test_cudagraph_trees'}, {'test_file': 'dynamo/test_dynamic_shapes'}, {'test_file': 'dynamo/test_unspec'}, {'test_file': 'dynamo/test_repros'}, {'test_file': 'inductor/test_mkldnn_pattern_matcher'}, {'test_file': 'inductor/test_perf'}, {'test_file': 'inductor/test_foreach'}, {'test_file': 'dynamo/test_modules'}, {'test_file': 'inductor/test_triton_wrapper'}, {'test_file': 'inductor/test_coordinate_descent_tuner'}, {'test_file': 'inductor/test_smoke'}, {'test_file': 'inductor/test_select_algorithm'}, {'test_file': 'inductor/test_dependencies'}, {'test_file': 'inductor/test_compiled_autograd'}, {'test_file': 'inductor/test_fused_attention'}, {'test_file': 'inductor/test_group_batch_fusion'}, {'test_file': 'inductor/test_inductor_freezing'}, {'test_file': 'inductor/test_split_cat_fx_passes'}, {'test_file': 'inductor/test_minifier'}, {'test_file': 'inductor/test_snode_runtime'}, {'test_file': 'inductor/test_custom_lowering'}, {'test_file': 'inductor/test_config'}, {'test_file': 'dynamo/test_after_aot'}, {'test_file': 'dynamo/test_higher_order_ops'}, {'test_file': 'inductor/test_layout_optim'}, {'test_file': 'inductor/test_binary_folding'}, {'test_file': 'dynamo/test_activation_checkpointing'}, {'test_file': 'inductor/test_mmdecomp'}, {'test_file': 'dynamo/test_cudagraphs'}, {'test_file': 'dynamo/test_misc'}, {'test_file': 'dynamo/test_aot_autograd'}, {'test_file': 'dynamo/test_ctx_manager'}, {'test_file': 'dynamo/test_exc'}, {'test_file': 'inductor/test_flex_attention'}, {'test_file': 'inductor/test_control_flow'}, {'test_file': 'inductor/test_aot_inductor_arrayref'}, {'test_file': 'inductor/test_padding'}, {'test_file': 'inductor/test_torchinductor_strided_blocks'}, {'test_file': 'inductor/test_halide'}, {'test_file': 'inductor/test_triton_cpu_backend'}, {'test_file': 'inductor/test_aot_inductor_custom_ops'}, {'test_file': 'inductor/test_cpu_select_algorithm'}, {'test_file': 'inductor/test_flex_decoding'}, {'test_file': 'inductor/test_unbacked_symints'}, {'test_file': 'inductor/test_external_callables'}, {'test_file': 'inductor/test_provenance_tracing'}, {'test_file': 'inductor/test_alignment'}, {'test_file': 'inductor/test_triton_syntax'}, {'test_file': 'inductor/test_subgraph_choice'}, {'test_file': 'inductor/test_cpp_wrapper_hipify'}, {'test_file': 'inductor/test_pad_mm'}, {'test_file': 'inductor/test_multi_kernel'}, {'test_file': 'export/test_export'}, {'test_file': 'inductor/test_cutlass_backend'}, {'test_file': 'dynamo/test_deque_reconstruct'}, {'test_file': 'inductor/test_torchbind'}, {'test_file': 'export/test_retraceability'}, {'test_file': 'inductor/test_cooperative_reductions'}, {'test_file': 'inductor/test_triton_extension_backend'}, {'test_file': 'inductor/test_inductor_annotations'}, {'test_file': 'inductor/test_ck_backend'}, {'test_file': 'inductor/test_inductor_utils'}, {'test_file': 'inductor/test_remote_cache'}, {'test_file': 'export/test_functionalized_assertions'}, {'test_file': 'inductor/test_op_completeness'}, {'test_file': 'inductor/test_indexing'}, {'test_file': 'inductor/test_fp8'}, {'test_file': 'inductor/test_fx_fusion'}, {'test_file': 'inductor/test_debug_trace'}, {'test_file': 'inductor/test_online_softmax'}, {'test_file': 'export/test_export_strict'}, {'test_file': 'inductor/test_async_compile'}, {'test_file': 'export/test_export_training_ir_to_run_decomp'}, {'test_file': 'inductor/test_minifier_utils'}, {'test_file': 'export/test_unflatten_training_ir'}, {'test_file': 'export/test_tree_utils'}, {'test_file': 'inductor/test_combo_kernels'}, {'test_file': 'inductor/test_b2b_gemm'}, {'test_file': 'dynamo/test_skip_guard_eval_unsafe'}, {'test_file': 'dynamo/test_functions'}, {'test_file': 'inductor/test_memory_planning'}, {'test_file': 'dynamo/test_interop'}, {'test_file': 'inductor/test_compile_worker'}, {'test_file': 'dynamo/test_buffers_override'}, {'test_file': 'dynamo/test_frame_init'}, {'test_file': 'dynamo/test_base_output'}, {'test_file': 'dynamo/test_fx_passes_pre_grad'}, {'test_file': 'export/test_serdes'}, {'test_file': 'inductor/test_utils'}, {'test_file': 'inductor/test_metrics'}, {'test_file': 'inductor/test_cpu_cpp_wrapper'}, {'test_file': 'inductor/test_move_constructors_to_cuda'}, {'test_file': 'inductor/test_autoheuristic'}, {'test_file': 'dynamo/test_inline_and_install'}, {'test_file': 'dynamo/test_nops'}, {'test_file': 'dynamo/test_skip_non_tensor'}, {'test_file': 'inductor/test_gpu_cpp_wrapper'}, {'test_file': 'inductor/test_cutlass_evt'}, {'test_file': 'dynamo/test_recompiles'}, {'test_file': 'inductor/test_kernel_optimization'}, {'test_file': 'export/test_torchbind'}, {'test_file': 'inductor/test_codegen_triton'}, {'test_file': 'export/test_export_with_inline_and_install'}, {'test_file': 'inductor/test_cudacodecache'}, {'test_file': 'inductor/test_static_cuda_launcher'}, {'test_file': 'inductor/test_op_dtype_prop'}, {'test_file': 'dynamo/test_pre_dispatch'}, {'test_file': 'dynamo/test_resume'}, {'test_file': 'dynamo/test_sdpa'}, {'test_file': 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'nn/test_pooling'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_methods'}, {'test_file': 'nn/test_init'}, {'test_file': 'test_cuda_primary_ctx'}, {'test_file': 'torch_np/numpy_tests/core/test_numerictypes'}, {'test_file': 'test_mobile_optimizer'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraypad'}, {'test_file': 'test_cuda_multigpu'}, {'test_file': 'test_type_promotion'}, {'test_file': 'test_multiprocessing_spawn'}, {'test_file': 'torch_np/numpy_tests/lib/test_arraysetops'}, {'test_file': 'nn/test_convolution'}, {'test_file': 'test_jit_autocast'}, {'test_file': 'test_dlpack'}, {'test_file': 'profiler/test_profiler_tree'}, {'test_file': 'torch_np/numpy_tests/core/test_scalar_ctors'}, {'test_file': 'profiler/test_torch_tidy'}, {'test_file': 'torch_np/test_reductions'}, {'test_file': 'lazy/test_reuse_ir'}, {'test_file': 'test_functional_autograd_benchmark'}, {'test_file': 'test_prims'}, {'test_file': 'test_spectral_ops'}, {'test_file': 'profiler/test_python_tracer'}, {'test_file': 'distributions/test_distributions'}, {'test_file': 'test_autoload_enable'}, {'test_file': 'test_cpp_extensions_aot_no_ninja'}, {'test_file': 'test_autoload_disable'}, {'test_file': 'test_cpp_extensions_aot_ninja'}], 'excluded': []} from test/test-reports/td_exclusions-f90ddc1bbe6201639dcf.json is not a benchmark record, skipping 2025-08-15T00:12:16.7046838Z warn(f"{result} from {filepath} is not a benchmark record, skipping") 2025-08-15T00:12:16.7162951Z ##[group]Run cat test/**/*_toprint.log || true 2025-08-15T00:12:16.7163476Z cat test/**/*_toprint.log || true 2025-08-15T00:12:16.7170783Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:16.7171254Z env: 2025-08-15T00:12:16.7171541Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:16.7171948Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:16.7172640Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:16.7173248Z DEVICE_NAME: 2025-08-15T00:12:16.7173546Z DEVICE_TYPE: 2025-08-15T00:12:16.7173829Z ##[endgroup] 2025-08-15T00:12:16.7284205Z cat: 'test/**/*_toprint.log': No such file or directory 2025-08-15T00:12:16.7340064Z ##[group]Run kill "$MONITOR_SCRIPT_PID" 2025-08-15T00:12:16.7340550Z kill "$MONITOR_SCRIPT_PID" 2025-08-15T00:12:16.7347071Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:16.7347540Z env: 2025-08-15T00:12:16.7347826Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:16.7348236Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:16.7348909Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:16.7349506Z DEVICE_NAME: 2025-08-15T00:12:16.7349806Z DEVICE_TYPE: 2025-08-15T00:12:16.7350095Z MONITOR_SCRIPT_PID: 74274 2025-08-15T00:12:16.7350440Z ##[endgroup] 2025-08-15T00:12:16.7523489Z Prepare all required actions 2025-08-15T00:12:16.7524054Z Getting action download info 2025-08-15T00:12:16.8682373Z Download action repository 'seemethere/upload-artifact-s3@v5' (SHA:baba72d0712b404f646cebe0730933554ebce96a) 2025-08-15T00:12:18.3110828Z Download action repository 'actions/upload-artifact@v4' (SHA:ea165f8d65b6e75b540449e92b4886f43607fa02) 2025-08-15T00:12:20.4189856Z ##[group]Run ./.github/actions/upload-test-artifacts 2025-08-15T00:12:20.4190368Z with: 2025-08-15T00:12:20.4190862Z file-suffix: test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-15T00:12:20.4191443Z s3-bucket: gha-artifacts 2025-08-15T00:12:20.4191775Z env: 2025-08-15T00:12:20.4192209Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:20.4192617Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:20.4193281Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:20.4193877Z DEVICE_NAME: 2025-08-15T00:12:20.4194219Z DEVICE_TYPE: 2025-08-15T00:12:20.4194515Z ##[endgroup] 2025-08-15T00:12:20.4244945Z ##[group]Run # Remove any previous test jsons if they exist 2025-08-15T00:12:20.4245516Z # Remove any previous test jsons if they exist 2025-08-15T00:12:20.4245986Z rm -f test-jsons-*.zip 2025-08-15T00:12:20.4246515Z zip -r "test-jsons-${FILE_SUFFIX}.zip" test/test-reports -i '*.json' 2025-08-15T00:12:20.4254196Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:20.4254670Z env: 2025-08-15T00:12:20.4254957Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:20.4255367Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:20.4256047Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:20.4256653Z DEVICE_NAME: 2025-08-15T00:12:20.4256951Z DEVICE_TYPE: 2025-08-15T00:12:20.4257428Z FILE_SUFFIX: test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-15T00:12:20.4258012Z ##[endgroup] 2025-08-15T00:12:20.4436094Z adding: test/test-reports/td_exclusions-f90ddc1bbe6201639dcf.json (deflated 82%) 2025-08-15T00:12:20.4468144Z ##[group]Run # Remove any previous test reports if they exist 2025-08-15T00:12:20.4468730Z # Remove any previous test reports if they exist 2025-08-15T00:12:20.4469227Z rm -f test-reports-*.zip 2025-08-15T00:12:20.4469814Z zip -r "test-reports-${FILE_SUFFIX}.zip" test/test-reports -i '*.xml' -i '*.csv' 2025-08-15T00:12:20.4476821Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:20.4477287Z env: 2025-08-15T00:12:20.4477573Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:20.4477976Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:20.4478656Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:20.4479250Z DEVICE_NAME: 2025-08-15T00:12:20.4479532Z DEVICE_TYPE: 2025-08-15T00:12:20.4480034Z FILE_SUFFIX: test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-15T00:12:20.4480610Z ##[endgroup] 2025-08-15T00:12:20.4635715Z adding: 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adding: test/test-reports/torch_np.numpy_tests.lib.test_arraypad_1.1_6ccc3dfc1e4d4ac5_.log (deflated 70%) 2025-08-15T00:12:20.8492723Z adding: test/test-reports/test_type_promotion_1.1_5ea645af5852c059_.log (deflated 94%) 2025-08-15T00:12:20.8494878Z adding: test/test-reports/torch_np.numpy_tests.lib.test_arraysetops_1.1_f8243d8eb5781144_.log (deflated 88%) 2025-08-15T00:12:20.8496620Z adding: test/test-reports/profiler.test_profiler_tree_1.1_e9e7d05363056789_.log (deflated 75%) 2025-08-15T00:12:20.8498506Z adding: test/test-reports/torch_np.numpy_tests.core.test_scalar_ctors_1.1_f0e6f1277cd0ac4e_.log (deflated 90%) 2025-08-15T00:12:20.8500376Z adding: test/test-reports/profiler.test_torch_tidy_1.1_36c05de0b415ade9_.log (deflated 75%) 2025-08-15T00:12:20.8523467Z adding: test/test-reports/torch_np.test_reductions_1.1_75c57deaa1ebef05_.log (deflated 96%) 2025-08-15T00:12:20.8525309Z adding: test/test-reports/test_functional_autograd_benchmark_1.1_64f698ace3a4c26f_.log (deflated 86%) 2025-08-15T00:12:20.8526929Z adding: test/test-reports/profiler.test_python_tracer_1.1_b8bf82ea28e5903a_.log (deflated 58%) 2025-08-15T00:12:20.8557610Z ##[group]Run # Remove any previous debugging artifacts if they exist 2025-08-15T00:12:20.8558361Z # Remove any previous debugging artifacts if they exist 2025-08-15T00:12:20.8558875Z rm -f debug-*.zip 2025-08-15T00:12:20.8559223Z if [ -d 'test/debug' ]; then 2025-08-15T00:12:20.8559681Z  zip -r "debug-${FILE_SUFFIX}.zip" test/debug 2025-08-15T00:12:20.8560112Z fi 2025-08-15T00:12:20.8567198Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:20.8567652Z env: 2025-08-15T00:12:20.8567944Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:20.8568379Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:20.8569031Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:20.8569643Z DEVICE_NAME: 2025-08-15T00:12:20.8569949Z DEVICE_TYPE: 2025-08-15T00:12:20.8570430Z FILE_SUFFIX: test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235 2025-08-15T00:12:20.8571018Z ##[endgroup] 2025-08-15T00:12:20.8669274Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-08-15T00:12:20.8669802Z with: 2025-08-15T00:12:20.8670093Z s3-bucket: gha-artifacts 2025-08-15T00:12:20.8670505Z s3-prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:20.8670926Z retention-days: 14 2025-08-15T00:12:20.8671258Z if-no-files-found: warn 2025-08-15T00:12:20.8671610Z path: test-jsons-*.zip 2025-08-15T00:12:20.8671923Z name: artifact 2025-08-15T00:12:20.8672220Z region: us-east-1 2025-08-15T00:12:20.8672517Z env: 2025-08-15T00:12:20.8672790Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:20.8673217Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:20.8673901Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:20.8674494Z DEVICE_NAME: 2025-08-15T00:12:20.8674773Z DEVICE_TYPE: 2025-08-15T00:12:20.8675063Z ##[endgroup] 2025-08-15T00:12:21.3243018Z NOTE: s3-prefix specified, ignoring name parameter 2025-08-15T00:12:21.3244128Z With the provided path, there will be 1 file uploaded 2025-08-15T00:12:21.3244689Z Uploading to s3 prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:21.3310574Z Starting upload of test-jsons-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:21.4859906Z Finished upload of test-jsons-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:21.5087967Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-08-15T00:12:21.5088379Z with: 2025-08-15T00:12:21.5088669Z s3-bucket: gha-artifacts 2025-08-15T00:12:21.5089088Z s3-prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:21.5089530Z retention-days: 14 2025-08-15T00:12:21.5089860Z if-no-files-found: error 2025-08-15T00:12:21.5090271Z path: test-reports-*.zip 2025-08-15T00:12:21.5090612Z name: artifact 2025-08-15T00:12:21.5090891Z region: us-east-1 2025-08-15T00:12:21.5091189Z env: 2025-08-15T00:12:21.5091469Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:21.5092082Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:21.5092795Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:21.5093393Z DEVICE_NAME: 2025-08-15T00:12:21.5093667Z DEVICE_TYPE: 2025-08-15T00:12:21.5093960Z ##[endgroup] 2025-08-15T00:12:21.9345263Z NOTE: s3-prefix specified, ignoring name parameter 2025-08-15T00:12:21.9345888Z With the provided path, there will be 1 file uploaded 2025-08-15T00:12:21.9346445Z Uploading to s3 prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:21.9412888Z Starting upload of test-reports-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:22.1385391Z Finished upload of test-reports-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:22.1598962Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-08-15T00:12:22.1599372Z with: 2025-08-15T00:12:22.1599663Z s3-bucket: gha-artifacts 2025-08-15T00:12:22.1600090Z s3-prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:22.1600531Z retention-days: 14 2025-08-15T00:12:22.1600868Z if-no-files-found: ignore 2025-08-15T00:12:22.1601213Z path: logs-*.zip 2025-08-15T00:12:22.1601499Z name: artifact 2025-08-15T00:12:22.1601805Z region: us-east-1 2025-08-15T00:12:22.1602102Z env: 2025-08-15T00:12:22.1602361Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:22.1602801Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:22.1603471Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:22.1604062Z DEVICE_NAME: 2025-08-15T00:12:22.1604339Z DEVICE_TYPE: 2025-08-15T00:12:22.1604638Z ##[endgroup] 2025-08-15T00:12:22.5855308Z NOTE: s3-prefix specified, ignoring name parameter 2025-08-15T00:12:22.5855870Z With the provided path, there will be 1 file uploaded 2025-08-15T00:12:22.5856435Z Uploading to s3 prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:22.5922029Z Starting upload of logs-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:22.8310911Z Finished upload of logs-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:22.8530592Z ##[group]Run seemethere/upload-artifact-s3@v5 2025-08-15T00:12:22.8531003Z with: 2025-08-15T00:12:22.8531290Z s3-bucket: gha-artifacts 2025-08-15T00:12:22.8532056Z s3-prefix: pytorch/pytorch/16976370303/1/artifact 2025-08-15T00:12:22.8532481Z retention-days: 14 2025-08-15T00:12:22.8532816Z if-no-files-found: ignore 2025-08-15T00:12:22.8533165Z path: debug-*.zip 2025-08-15T00:12:22.8533450Z name: artifact 2025-08-15T00:12:22.8533782Z region: us-east-1 2025-08-15T00:12:22.8534099Z env: 2025-08-15T00:12:22.8534359Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:22.8534787Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:22.8535462Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:22.8536067Z DEVICE_NAME: 2025-08-15T00:12:22.8536347Z DEVICE_TYPE: 2025-08-15T00:12:22.8536653Z ##[endgroup] 2025-08-15T00:12:23.2697612Z No files were found with the provided path: debug-*.zip. No artifacts will be uploaded. 2025-08-15T00:12:23.2912219Z ##[group]Run # shellcheck disable=SC2156 2025-08-15T00:12:23.2912745Z # shellcheck disable=SC2156 2025-08-15T00:12:23.2913435Z find . -iname "core.[1-9]*" -exec docker exec "${DOCKER_CONTAINER_ID}" sh -c "gdb python {} -ex 'bt' -ex 'q'" \; 2025-08-15T00:12:23.2921436Z shell: /usr/bin/bash -e {0} 2025-08-15T00:12:23.2921802Z env: 2025-08-15T00:12:23.2922078Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:23.2922526Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:23.2923203Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:23.2923808Z DEVICE_NAME: 2025-08-15T00:12:23.2924096Z DEVICE_TYPE: 2025-08-15T00:12:23.2924420Z ##[endgroup] 2025-08-15T00:12:23.7081903Z Prepare all required actions 2025-08-15T00:12:23.7082428Z Getting action download info 2025-08-15T00:12:23.8448161Z ##[group]Run ./.github/actions/upload-utilization-stats 2025-08-15T00:12:23.8448630Z with: 2025-08-15T00:12:23.8448915Z job_id: 48128232235 2025-08-15T00:12:23.8449583Z job_name: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-15T00:12:23.8450378Z workflow_name: periodic 2025-08-15T00:12:23.8450714Z workflow_run_id: 16976370303 2025-08-15T00:12:23.8451074Z workflow_attempt: 1 2025-08-15T00:12:23.8451389Z env: 2025-08-15T00:12:23.8451650Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:23.8452091Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:23.8452961Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:23.8453592Z DEVICE_NAME: 2025-08-15T00:12:23.8453893Z DEVICE_TYPE: 2025-08-15T00:12:23.8454191Z ##[endgroup] 2025-08-15T00:12:23.8474474Z ##[group]Run echo "workflow_id: 16976370303" 2025-08-15T00:12:23.8474928Z echo "workflow_id: 16976370303" 2025-08-15T00:12:23.8475347Z echo "workflow_attempt: 1" 2025-08-15T00:12:23.8475755Z echo "workflow_Name: periodic" 2025-08-15T00:12:23.8476140Z echo "job_id: 48128232235" 2025-08-15T00:12:23.8476861Z echo "job_name: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)" 2025-08-15T00:12:23.8477610Z echo "artifact_prefix: " 2025-08-15T00:12:23.8478002Z python3 --version 2025-08-15T00:12:23.8485218Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:23.8485696Z env: 2025-08-15T00:12:23.8485984Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:23.8486390Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:23.8487054Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:23.8487660Z DEVICE_NAME: 2025-08-15T00:12:23.8487956Z DEVICE_TYPE: 2025-08-15T00:12:23.8488229Z ##[endgroup] 2025-08-15T00:12:23.8519043Z workflow_id: 16976370303 2025-08-15T00:12:23.8519473Z workflow_attempt: 1 2025-08-15T00:12:23.8519795Z workflow_Name: periodic 2025-08-15T00:12:23.8520087Z job_id: 48128232235 2025-08-15T00:12:23.8520694Z job_name: linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu) 2025-08-15T00:12:23.8521364Z artifact_prefix: 2025-08-15T00:12:23.8536582Z Python 3.9.23 2025-08-15T00:12:23.8582264Z ##[group]Run nick-fields/retry@v3.0.0 2025-08-15T00:12:23.8582659Z with: 2025-08-15T00:12:23.8582936Z shell: bash 2025-08-15T00:12:23.8583211Z timeout_minutes: 5 2025-08-15T00:12:23.8583539Z max_attempts: 5 2025-08-15T00:12:23.8583851Z retry_wait_seconds: 30 2025-08-15T00:12:23.8584494Z command: set -eu python3 -m pip install python-dateutil==2.8.2 boto3==1.35.42 pandas==2.1.3 dataclasses_json==0.6.7 2025-08-15T00:12:23.8585217Z polling_interval_seconds: 1 2025-08-15T00:12:23.8585590Z warning_on_retry: true 2025-08-15T00:12:23.8585925Z continue_on_error: false 2025-08-15T00:12:23.8586241Z env: 2025-08-15T00:12:23.8586520Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:23.8586941Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:23.8587596Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:23.8588184Z DEVICE_NAME: 2025-08-15T00:12:23.8588480Z DEVICE_TYPE: 2025-08-15T00:12:23.8588753Z ##[endgroup] 2025-08-15T00:12:24.3300444Z Defaulting to user installation because normal site-packages is not writeable 2025-08-15T00:12:24.4336947Z Collecting python-dateutil==2.8.2 2025-08-15T00:12:24.4550763Z Downloading python_dateutil-2.8.2-py2.py3-none-any.whl (247 kB) 2025-08-15T00:12:25.8619402Z Collecting boto3==1.35.42 2025-08-15T00:12:25.8666965Z Downloading boto3-1.35.42-py3-none-any.whl (139 kB) 2025-08-15T00:12:27.0253934Z Collecting pandas==2.1.3 2025-08-15T00:12:27.0314413Z Downloading pandas-2.1.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (12.3 MB) 2025-08-15T00:12:27.4736432Z Requirement already satisfied: dataclasses_json==0.6.7 in /home/ec2-user/.local/lib/python3.9/site-packages (0.6.7) 2025-08-15T00:12:27.4759474Z Requirement already satisfied: six>=1.5 in /usr/lib/python3.9/site-packages (from python-dateutil==2.8.2) (1.15.0) 2025-08-15T00:12:27.4824565Z 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) 2025-08-15T00:12:27.4833122Z Requirement already satisfied: s3transfer<0.11.0,>=0.10.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from boto3==1.35.42) (0.10.4) 2025-08-15T00:12:27.4839069Z Requirement already satisfied: botocore<1.36.0,>=1.35.42 in /home/ec2-user/.local/lib/python3.9/site-packages (from boto3==1.35.42) (1.35.99) 2025-08-15T00:12:28.7801562Z Collecting numpy<2,>=1.22.4 2025-08-15T00:12:28.7846746Z Downloading numpy-1.26.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (18.2 MB) 2025-08-15T00:12:29.3686731Z Requirement already satisfied: pytz>=2020.1 in /usr/lib/python3.9/site-packages (from pandas==2.1.3) (2022.7.1) 2025-08-15T00:12:29.4590063Z Collecting tzdata>=2022.1 2025-08-15T00:12:29.4651572Z Downloading tzdata-2025.2-py2.py3-none-any.whl (347 kB) 2025-08-15T00:12:29.5354645Z Requirement already satisfied: typing-inspect<1,>=0.4.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from dataclasses_json==0.6.7) (0.9.0) 2025-08-15T00:12:29.5360650Z Requirement already satisfied: marshmallow<4.0.0,>=3.18.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from dataclasses_json==0.6.7) (3.26.1) 2025-08-15T00:12:29.5441279Z 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) 2025-08-15T00:12:29.5608690Z Requirement already satisfied: packaging>=17.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from marshmallow<4.0.0,>=3.18.0->dataclasses_json==0.6.7) (25.0) 2025-08-15T00:12:29.5753855Z Requirement already satisfied: mypy-extensions>=0.3.0 in /home/ec2-user/.local/lib/python3.9/site-packages (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (1.1.0) 2025-08-15T00:12:29.5762579Z Requirement already satisfied: typing-extensions>=3.7.4 in /home/ec2-user/.local/lib/python3.9/site-packages (from typing-inspect<1,>=0.4.0->dataclasses_json==0.6.7) (4.14.1) 2025-08-15T00:12:30.0344976Z Installing collected packages: python-dateutil, tzdata, numpy, pandas, boto3 2025-08-15T00:12:37.2758562Z Attempting uninstall: boto3 2025-08-15T00:12:37.2761094Z Found existing installation: boto3 1.35.33 2025-08-15T00:12:37.2912601Z Uninstalling boto3-1.35.33: 2025-08-15T00:12:37.2933618Z Successfully uninstalled boto3-1.35.33 2025-08-15T00:12:37.3779946Z Successfully installed boto3-1.35.42 numpy-1.26.4 pandas-2.1.3 python-dateutil-2.8.2 tzdata-2025.2 2025-08-15T00:12:37.9780971Z Command completed after 1 attempt(s). 2025-08-15T00:12:37.9847967Z ##[group]Run python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-08-15T00:12:37.9848816Z python3 -m tools.stats.upload_utilization_stats.upload_utilization_stats \ 2025-08-15T00:12:37.9849420Z  --workflow-run-id "16976370303" \ 2025-08-15T00:12:37.9849855Z  --workflow-name "periodic" \ 2025-08-15T00:12:37.9850278Z  --workflow-run-attempt "1" \ 2025-08-15T00:12:37.9850677Z  --job-id "48128232235" \ 2025-08-15T00:12:37.9851382Z  --job-name "linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)" \ 2025-08-15T00:12:37.9852113Z  --local-path "" \ 2025-08-15T00:12:37.9852497Z  --artifact-prefix "" 2025-08-15T00:12:37.9859785Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:37.9860261Z env: 2025-08-15T00:12:37.9860549Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:37.9861206Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:37.9861917Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:37.9862519Z DEVICE_NAME: 2025-08-15T00:12:37.9862813Z DEVICE_TYPE: 2025-08-15T00:12:37.9863095Z ##[endgroup] 2025-08-15T00:12:44.1343945Z repo: pytorch/pytorch 2025-08-15T00:12:44.1344457Z Search for test log in s3 bucket: ossci-utilization 2025-08-15T00:12:44.1345163Z Downloading logs-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:44.1346125Z extracting usage_log.txt from zip file logs-test-legacy_nvidia_driver-3-5-linux.4xlarge.nvidia.gpu_48128232235.zip 2025-08-15T00:12:44.1346887Z Converted Log Model: UtilizationMetadata: 2025-08-15T00:12:44.1348975Z UtilizationMetadata(level='metadata', workflow_id='16976370303', job_id='48128232235', workflow_name='periodic', job_name='linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)', usage_collect_interval=1.0, data_model_version=1.5, start_at=1755207100, gpu_count=1, cpu_count=16, gpu_type='pynvml', error=None) 2025-08-15T00:12:44.1350768Z [Db Segments] detected pytest cmd: 19, generated segments: 19 2025-08-15T00:12:44.1351252Z [db model] Peek db timeseries 2025-08-15T00:12:44.1351601Z :{ 2025-08-15T00:12:44.1351875Z "created_at": 1755216762, 2025-08-15T00:12:44.1352208Z "type": "utilization", 2025-08-15T00:12:44.1352546Z "tags": [ 2025-08-15T00:12:44.1352824Z "record" 2025-08-15T00:12:44.1353089Z ], 2025-08-15T00:12:44.1353366Z "time_stamp": 1755207100, 2025-08-15T00:12:44.1353731Z "repo": "pytorch/pytorch", 2025-08-15T00:12:44.1354089Z "workflow_id": 16976370303, 2025-08-15T00:12:44.1354430Z "run_attempt": 1, 2025-08-15T00:12:44.1354753Z "job_id": 48128232235, 2025-08-15T00:12:44.1355103Z "workflow_name": "periodic", 2025-08-15T00:12:44.1355764Z "job_name": "linux-jammy-cuda12.4-py3.10-gcc11 / test (legacy_nvidia_driver, 3, 5, linux.4xlarge.nvidia.gpu)", 2025-08-15T00:12:44.1356453Z "json_data": "{}" 2025-08-15T00:12:44.1356760Z } 2025-08-15T00:12:44.1357346Z Writing 1 documents to S3 ossci-utilization/util_metadata/v_1.5/pytorch/pytorch/16976370303/1/48128232235/metadata 2025-08-15T00:12:44.1358638Z Done! Finish writing document to S3 ossci-utilization/util_metadata/v_1.5/pytorch/pytorch/16976370303/1/48128232235/metadata 2025-08-15T00:12:44.1359758Z Writing 1921 documents to S3 ossci-utilization/util_timeseries/v_1.5/pytorch/pytorch/16976370303/1/48128232235/time_series 2025-08-15T00:12:44.1360903Z Done! Finish writing document to S3 ossci-utilization/util_timeseries/v_1.5/pytorch/pytorch/16976370303/1/48128232235/time_series 2025-08-15T00:12:44.2340346Z ##[group]Run pytorch/test-infra/.github/actions/teardown-linux@main 2025-08-15T00:12:44.2340946Z with: 2025-08-15T00:12:44.2341217Z env: 2025-08-15T00:12:44.2341479Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:44.2341907Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:44.2342570Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:44.2343169Z DEVICE_NAME: 2025-08-15T00:12:44.2343447Z DEVICE_TYPE: 2025-08-15T00:12:44.2343734Z ##[endgroup] 2025-08-15T00:12:44.2363347Z ##[group]Run set -eou pipefail 2025-08-15T00:12:44.2363961Z set -eou pipefail 2025-08-15T00:12:44.2364303Z  2025-08-15T00:12:44.2364759Z echo "Holding runner for 2 hours until all ssh sessions have logged out" 2025-08-15T00:12:44.2365305Z for _ in $(seq 1440); do 2025-08-15T00:12:44.2365726Z  # Break if no ssh session exists anymore 2025-08-15T00:12:44.2366206Z  if [ "$(who)" = "" ]; then 2025-08-15T00:12:44.2366594Z  break 2025-08-15T00:12:44.2366900Z  fi 2025-08-15T00:12:44.2367197Z  echo "." 2025-08-15T00:12:44.2367494Z  sleep 5 2025-08-15T00:12:44.2367805Z done 2025-08-15T00:12:44.2375093Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:44.2375549Z env: 2025-08-15T00:12:44.2375830Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:44.2376268Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:44.2376930Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:44.2377529Z DEVICE_NAME: 2025-08-15T00:12:44.2404693Z DEVICE_TYPE: 2025-08-15T00:12:44.2405047Z ##[endgroup] 2025-08-15T00:12:44.2436957Z Holding runner for 2 hours until all ssh sessions have logged out 2025-08-15T00:12:44.2528243Z ##[group]Run # ignore expansion of "docker ps -q" since it could be empty 2025-08-15T00:12:44.2528945Z # ignore expansion of "docker ps -q" since it could be empty 2025-08-15T00:12:44.2529626Z # shellcheck disable=SC2046 2025-08-15T00:12:44.2530046Z docker stop $(docker ps -q) || true 2025-08-15T00:12:44.2530475Z # Prune all of the docker images 2025-08-15T00:12:44.2530889Z docker system prune -af 2025-08-15T00:12:44.2538504Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:12:44.2538951Z env: 2025-08-15T00:12:44.2539196Z GIT_DEFAULT_BRANCH: main 2025-08-15T00:12:44.2539590Z GPU_FLAG: --gpus all -e NVIDIA_DRIVER_CAPABILITIES=all 2025-08-15T00:12:44.2540231Z DOCKER_CONTAINER_ID: 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 2025-08-15T00:12:44.2540787Z DEVICE_NAME: 2025-08-15T00:12:44.2541054Z DEVICE_TYPE: 2025-08-15T00:12:44.2541319Z ##[endgroup] 2025-08-15T00:12:55.1646904Z 1644b1189451 2025-08-15T00:12:55.9243817Z Deleted Containers: 2025-08-15T00:12:55.9244405Z 1644b11894518c3bf1395dc21d1417156b403a4e80e877aaef3958c0df85dee1 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2025-08-15T00:13:06.2918906Z [command]/usr/bin/git config --local --name-only --get-regexp core\.sshCommand 2025-08-15T00:13:06.2970974Z [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' || :" 2025-08-15T00:13:06.3396986Z Entering 'android/libs/fbjni' 2025-08-15T00:13:06.3473590Z Entering 'third_party/FP16' 2025-08-15T00:13:06.3549894Z Entering 'third_party/FXdiv' 2025-08-15T00:13:06.3630411Z Entering 'third_party/NNPACK' 2025-08-15T00:13:06.3706041Z Entering 'third_party/NVTX' 2025-08-15T00:13:06.3782602Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-15T00:13:06.3859908Z Entering 'third_party/XNNPACK' 2025-08-15T00:13:06.3954843Z Entering 'third_party/aiter' 2025-08-15T00:13:06.4030312Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-15T00:13:06.4117090Z Entering 'third_party/benchmark' 2025-08-15T00:13:06.4193640Z Entering 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2025-08-15T00:13:06.8752841Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-15T00:13:06.8832363Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-15T00:13:06.8910438Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-15T00:13:06.9011191Z Entering 'third_party/pocketfft' 2025-08-15T00:13:06.9087465Z Entering 'third_party/protobuf' 2025-08-15T00:13:06.9167798Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-15T00:13:06.9243588Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-15T00:13:06.9323373Z Entering 'third_party/psimd' 2025-08-15T00:13:06.9399330Z Entering 'third_party/pthreadpool' 2025-08-15T00:13:06.9474699Z Entering 'third_party/pybind11' 2025-08-15T00:13:06.9552622Z Entering 'third_party/python-peachpy' 2025-08-15T00:13:06.9628676Z Entering 'third_party/sleef' 2025-08-15T00:13:06.9703937Z Entering 'third_party/tensorpipe' 2025-08-15T00:13:06.9781687Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-15T00:13:06.9856448Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-15T00:13:06.9929812Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-15T00:13:07.0005834Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-15T00:13:07.0078469Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-15T00:13:07.0184326Z [command]/usr/bin/git config --local --name-only --get-regexp http\.https\:\/\/github\.com\/\.extraheader 2025-08-15T00:13:07.0210405Z http.https://github.com/.extraheader 2025-08-15T00:13:07.0224065Z [command]/usr/bin/git config --local --unset-all http.https://github.com/.extraheader 2025-08-15T00:13:07.0265930Z [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' || :" 2025-08-15T00:13:07.0666685Z Entering 'android/libs/fbjni' 2025-08-15T00:13:07.0718252Z http.https://github.com/.extraheader 2025-08-15T00:13:07.0765129Z Entering 'third_party/FP16' 2025-08-15T00:13:07.0817562Z http.https://github.com/.extraheader 2025-08-15T00:13:07.0865105Z Entering 'third_party/FXdiv' 2025-08-15T00:13:07.0917284Z http.https://github.com/.extraheader 2025-08-15T00:13:07.0964491Z Entering 'third_party/NNPACK' 2025-08-15T00:13:07.1015458Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1062590Z Entering 'third_party/NVTX' 2025-08-15T00:13:07.1119318Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1167275Z Entering 'third_party/VulkanMemoryAllocator' 2025-08-15T00:13:07.1218438Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1265392Z Entering 'third_party/XNNPACK' 2025-08-15T00:13:07.1317188Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1382965Z Entering 'third_party/aiter' 2025-08-15T00:13:07.1436823Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1483706Z Entering 'third_party/aiter/3rdparty/composable_kernel' 2025-08-15T00:13:07.1534929Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1591533Z Entering 'third_party/benchmark' 2025-08-15T00:13:07.1647528Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1693289Z Entering 'third_party/composable_kernel' 2025-08-15T00:13:07.1746108Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1803391Z Entering 'third_party/cpp-httplib' 2025-08-15T00:13:07.1856773Z http.https://github.com/.extraheader 2025-08-15T00:13:07.1901972Z Entering 'third_party/cpuinfo' 2025-08-15T00:13:07.1954599Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2004020Z Entering 'third_party/cudnn_frontend' 2025-08-15T00:13:07.2056368Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2102964Z Entering 'third_party/cutlass' 2025-08-15T00:13:07.2156025Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2213212Z Entering 'third_party/fbgemm' 2025-08-15T00:13:07.2268101Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2317151Z Entering 'third_party/fbgemm/external/asmjit' 2025-08-15T00:13:07.2369225Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2413681Z Entering 'third_party/fbgemm/external/composable_kernel' 2025-08-15T00:13:07.2468271Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2522270Z Entering 'third_party/fbgemm/external/cpuinfo' 2025-08-15T00:13:07.2574154Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2619926Z Entering 'third_party/fbgemm/external/cutlass' 2025-08-15T00:13:07.2672235Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2728666Z Entering 'third_party/fbgemm/external/googletest' 2025-08-15T00:13:07.2780679Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2827336Z Entering 'third_party/fbgemm/external/hipify_torch' 2025-08-15T00:13:07.2881540Z http.https://github.com/.extraheader 2025-08-15T00:13:07.2926174Z Entering 'third_party/fbgemm/external/json' 2025-08-15T00:13:07.2977802Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3026885Z Entering 'third_party/flash-attention' 2025-08-15T00:13:07.3079846Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3129005Z Entering 'third_party/flash-attention/csrc/composable_kernel' 2025-08-15T00:13:07.3180818Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3233986Z Entering 'third_party/flash-attention/csrc/cutlass' 2025-08-15T00:13:07.3285447Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3344812Z Entering 'third_party/flatbuffers' 2025-08-15T00:13:07.3396270Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3446238Z Entering 'third_party/fmt' 2025-08-15T00:13:07.3497748Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3544796Z Entering 'third_party/gemmlowp/gemmlowp' 2025-08-15T00:13:07.3595944Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3643292Z Entering 'third_party/gloo' 2025-08-15T00:13:07.3694287Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3740012Z Entering 'third_party/googletest' 2025-08-15T00:13:07.3791564Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3839894Z Entering 'third_party/ideep' 2025-08-15T00:13:07.3891731Z http.https://github.com/.extraheader 2025-08-15T00:13:07.3936559Z Entering 'third_party/ideep/mkl-dnn' 2025-08-15T00:13:07.3987321Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4041683Z Entering 'third_party/ittapi' 2025-08-15T00:13:07.4093184Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4142855Z Entering 'third_party/kineto' 2025-08-15T00:13:07.4195124Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4242226Z Entering 'third_party/kineto/libkineto/third_party/dynolog' 2025-08-15T00:13:07.4293079Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4342762Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/DCGM' 2025-08-15T00:13:07.4393336Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4441835Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/cpr' 2025-08-15T00:13:07.4492477Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4540480Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/fmt' 2025-08-15T00:13:07.4591460Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4639978Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags' 2025-08-15T00:13:07.4690208Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4737381Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/gflags/doc' 2025-08-15T00:13:07.4787389Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4837387Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/glog' 2025-08-15T00:13:07.4888589Z http.https://github.com/.extraheader 2025-08-15T00:13:07.4935603Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/googletest' 2025-08-15T00:13:07.4985515Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5040785Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/json' 2025-08-15T00:13:07.5092185Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5141291Z Entering 'third_party/kineto/libkineto/third_party/dynolog/third_party/pfs' 2025-08-15T00:13:07.5190925Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5240101Z Entering 'third_party/kineto/libkineto/third_party/fmt' 2025-08-15T00:13:07.5291096Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5336954Z Entering 'third_party/kineto/libkineto/third_party/googletest' 2025-08-15T00:13:07.5387071Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5435013Z Entering 'third_party/kleidiai' 2025-08-15T00:13:07.5486273Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5533259Z Entering 'third_party/mimalloc' 2025-08-15T00:13:07.5584789Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5630488Z Entering 'third_party/nlohmann' 2025-08-15T00:13:07.5681135Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5728522Z Entering 'third_party/onnx' 2025-08-15T00:13:07.5781451Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5849152Z Entering 'third_party/onnx/third_party/pybind11' 2025-08-15T00:13:07.5900852Z http.https://github.com/.extraheader 2025-08-15T00:13:07.5950655Z Entering 'third_party/opentelemetry-cpp' 2025-08-15T00:13:07.6003491Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6052918Z Entering 'third_party/opentelemetry-cpp/third_party/benchmark' 2025-08-15T00:13:07.6103821Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6149423Z Entering 'third_party/opentelemetry-cpp/third_party/googletest' 2025-08-15T00:13:07.6202788Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6249606Z Entering 'third_party/opentelemetry-cpp/third_party/ms-gsl' 2025-08-15T00:13:07.6299772Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6345735Z Entering 'third_party/opentelemetry-cpp/third_party/nlohmann-json' 2025-08-15T00:13:07.6395741Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6445592Z Entering 'third_party/opentelemetry-cpp/third_party/opentelemetry-proto' 2025-08-15T00:13:07.6495716Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6542699Z Entering 'third_party/opentelemetry-cpp/third_party/opentracing-cpp' 2025-08-15T00:13:07.6593252Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6639569Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp' 2025-08-15T00:13:07.6691601Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6739576Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/civetweb' 2025-08-15T00:13:07.6789703Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6840353Z Entering 'third_party/opentelemetry-cpp/third_party/prometheus-cpp/3rdparty/googletest' 2025-08-15T00:13:07.6891220Z http.https://github.com/.extraheader 2025-08-15T00:13:07.6942612Z Entering 'third_party/opentelemetry-cpp/tools/vcpkg' 2025-08-15T00:13:07.6993660Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7068219Z Entering 'third_party/pocketfft' 2025-08-15T00:13:07.7120004Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7167407Z Entering 'third_party/protobuf' 2025-08-15T00:13:07.7224214Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7274615Z Entering 'third_party/protobuf/third_party/benchmark' 2025-08-15T00:13:07.7327089Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7373219Z Entering 'third_party/protobuf/third_party/googletest' 2025-08-15T00:13:07.7424767Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7475392Z Entering 'third_party/psimd' 2025-08-15T00:13:07.7527906Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7575497Z Entering 'third_party/pthreadpool' 2025-08-15T00:13:07.7627233Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7674526Z Entering 'third_party/pybind11' 2025-08-15T00:13:07.7732396Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7780627Z Entering 'third_party/python-peachpy' 2025-08-15T00:13:07.7834132Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7881134Z Entering 'third_party/sleef' 2025-08-15T00:13:07.7934149Z http.https://github.com/.extraheader 2025-08-15T00:13:07.7980891Z Entering 'third_party/tensorpipe' 2025-08-15T00:13:07.8034612Z http.https://github.com/.extraheader 2025-08-15T00:13:07.8080794Z Entering 'third_party/tensorpipe/third_party/googletest' 2025-08-15T00:13:07.8133048Z http.https://github.com/.extraheader 2025-08-15T00:13:07.8179983Z Entering 'third_party/tensorpipe/third_party/libnop' 2025-08-15T00:13:07.8231204Z http.https://github.com/.extraheader 2025-08-15T00:13:07.8276266Z Entering 'third_party/tensorpipe/third_party/libuv' 2025-08-15T00:13:07.8327810Z http.https://github.com/.extraheader 2025-08-15T00:13:07.8375687Z Entering 'third_party/tensorpipe/third_party/pybind11' 2025-08-15T00:13:07.8425382Z http.https://github.com/.extraheader 2025-08-15T00:13:07.8471409Z Entering 'third_party/tensorpipe/third_party/pybind11/tools/clang' 2025-08-15T00:13:07.8521992Z http.https://github.com/.extraheader 2025-08-15T00:13:07.8692232Z A job completed hook has been configured by the self-hosted runner administrator 2025-08-15T00:13:07.8717333Z ##[group]Run '/home/ec2-user/runner-scripts/after_job.sh' 2025-08-15T00:13:07.8724416Z shell: /usr/bin/bash --noprofile --norc -e -o pipefail {0} 2025-08-15T00:13:07.8724908Z ##[endgroup] 2025-08-15T00:13:07.8837510Z [!ALERT!] Swap in detected! [!ALERT!] 2025-08-15T00:13:22.2223113Z [!ALERT!] Swap out detected [!ALERT!] 2025-08-15T00:13:46.0429861Z Cleaning up orphan processes